# 110010.art(ificial intelligence) — AI News Feed

> AI products, research, and launches — clustered and ranked, not just re-blogged.

110010.art is an aggregator for AI industry news: labs, product
launches, model releases, and research. A crawl → cluster → rank pipeline
scores incoming items from ~30 sources every 20 minutes, groups corroborating
coverage of the same story into one entry, and ranks by recency, source
authority, corroboration, and topical relevance, with light human curation on
top. It does not host original reporting -- every headline links out to its
original source; the permalink page on this site is a citable secondary
record (excerpt, corroborating links, canonical timestamp), not a copy of the
article.

Topic pages group those stories by company, model, and product. Items older
than the live window stay reachable from the monthly archive; permalinks
(/s/, /r/, /d/) never move.

This file is the expanded catalog. Each active item below is inlined. Cold-archived items are not copied here; follow the month links.

## Sections

- [All stories](https://110010.art/stories/)
- [Research](https://110010.art/research/)
- [Discussion](https://110010.art/discussion/)
- [Site index](https://110010.art/llms.txt)

## Topics

- [All topics](https://110010.art/tags/)
- [Qwen](https://110010.art/tags/qwen/): 298 items
- [Claude](https://110010.art/tags/claude/): 201 items
- [NVIDIA](https://110010.art/tags/nvidia/): 154 items
- [OpenAI](https://110010.art/tags/openai/): 151 items
- [Hugging Face](https://110010.art/tags/hugging-face/): 134 items
- [Anthropic](https://110010.art/tags/anthropic/): 117 items
- [Llama](https://110010.art/tags/llama/): 103 items
- [DeepSeek](https://110010.art/tags/deepseek/): 100 items
- [Meta](https://110010.art/tags/meta/): 73 items
- [ChatGPT](https://110010.art/tags/chatgpt/): 69 items
- [Gemini](https://110010.art/tags/gemini/): 60 items
- [Jev](https://110010.art/tags/jev/): 55 items
- [Gemma](https://110010.art/tags/gemma/): 42 items
- [Mistral](https://110010.art/tags/mistral/): 38 items
- [ElevenLabs](https://110010.art/tags/elevenlabs/): 37 items
- [Cohere](https://110010.art/tags/cohere/): 34 items
- [Claude Opus](https://110010.art/tags/claude-opus/): 32 items
- [GPT-6](https://110010.art/tags/gpt-6/): 29 items
- [Moonshot AI](https://110010.art/tags/moonshot-ai/): 25 items
- [Perplexity](https://110010.art/tags/perplexity/): 25 items
- [CUDA](https://110010.art/tags/cuda/): 23 items
- [Grok](https://110010.art/tags/grok/): 19 items
- [Krea](https://110010.art/tags/krea/): 19 items
- [Thinking Machines Lab](https://110010.art/tags/thinking-machines-lab/): 18 items
- [Meta Muse](https://110010.art/tags/meta-muse/): 16 items
- [Alibaba](https://110010.art/tags/alibaba/): 15 items
- [GPT-5](https://110010.art/tags/gpt-5/): 15 items
- [Blackwell](https://110010.art/tags/blackwell/): 13 items
- [xAI](https://110010.art/tags/xai/): 13 items
- [Strix Halo](https://110010.art/tags/strix-halo/): 12 items
- [Suno](https://110010.art/tags/suno/): 12 items
- [Runway](https://110010.art/tags/runway/): 11 items
- [Stability AI](https://110010.art/tags/stability-ai/): 9 items
- [Claude Fable](https://110010.art/tags/claude-fable/): 8 items
- [Muse Spark](https://110010.art/tags/muse-spark/): 8 items
- [DeepMind](https://110010.art/tags/deepmind/): 7 items
- [Flux](https://110010.art/tags/flux/): 5 items
- [GPT-4](https://110010.art/tags/gpt-4/): 5 items
- [Pika](https://110010.art/tags/pika/): 5 items
- [RTX PRO 6000](https://110010.art/tags/rtx-pro-6000/): 5 items
- [Character.AI](https://110010.art/tags/character.ai/): 4 items
- [Claude Mythos](https://110010.art/tags/claude-mythos/): 4 items
- [Gemini 3.8 Flash](https://110010.art/tags/gemini-3.8-flash/): 3 items
- [Muse Glimmer](https://110010.art/tags/muse-glimmer/): 3 items
- [Claude Sonnet](https://110010.art/tags/claude-sonnet/): 2 items
- [Stable Diffusion](https://110010.art/tags/stable-diffusion/): 2 items
- [Epic Games](https://110010.art/tags/epic-games/): 1 item
- [Microsoft Copilot](https://110010.art/tags/microsoft-copilot/): 1 item
- [Midjourney](https://110010.art/tags/midjourney/): 1 item

## Archive

- [Monthly archive](https://110010.art/archive/)
- [Stories by month](https://110010.art/archive/stories/)
- [Research by month](https://110010.art/archive/research/)
- [Discussion by month](https://110010.art/archive/discussion/)
- [stories 2026-10](https://110010.art/archive/stories/2026-10/): 533 items
- [stories 2026-09](https://110010.art/archive/stories/2026-09/): 863 items
- [stories 2026-08](https://110010.art/archive/stories/2026-08/): 697 items
- [stories 2026-07](https://110010.art/archive/stories/2026-07/): 575 items
- [stories 2026-06](https://110010.art/archive/stories/2026-06/): 132 items
- [stories 2026-05](https://110010.art/archive/stories/2026-05/): 123 items
- [stories 2026-04](https://110010.art/archive/stories/2026-04/): 51 items
- [stories 2026-03](https://110010.art/archive/stories/2026-03/): 37 items
- [stories 2026-02](https://110010.art/archive/stories/2026-02/): 40 items
- [stories 2026-01](https://110010.art/archive/stories/2026-01/): 19 items
- [stories 2025-12](https://110010.art/archive/stories/2025-12/): 32 items
- [stories 2025-11](https://110010.art/archive/stories/2025-11/): 30 items
- [stories 2025-10](https://110010.art/archive/stories/2025-10/): 23 items
- [stories 2025-09](https://110010.art/archive/stories/2025-09/): 20 items
- [stories 2025-08](https://110010.art/archive/stories/2025-08/): 22 items
- [stories 2025-07](https://110010.art/archive/stories/2025-07/): 16 items
- [stories 2025-06](https://110010.art/archive/stories/2025-06/): 18 items
- [stories 2025-05](https://110010.art/archive/stories/2025-05/): 16 items
- [stories 2025-04](https://110010.art/archive/stories/2025-04/): 18 items
- [stories 2025-03](https://110010.art/archive/stories/2025-03/): 20 items
- [stories 2025-02](https://110010.art/archive/stories/2025-02/): 15 items
- [stories 2025-01](https://110010.art/archive/stories/2025-01/): 14 items
- [stories 2024-12](https://110010.art/archive/stories/2024-12/): 18 items
- [stories 2024-11](https://110010.art/archive/stories/2024-11/): 13 items
- [stories 2024-10](https://110010.art/archive/stories/2024-10/): 12 items
- [stories 2024-09](https://110010.art/archive/stories/2024-09/): 12 items
- [stories 2024-08](https://110010.art/archive/stories/2024-08/): 11 items
- [stories 2024-07](https://110010.art/archive/stories/2024-07/): 15 items
- [stories 2024-06](https://110010.art/archive/stories/2024-06/): 15 items
- [stories 2024-05](https://110010.art/archive/stories/2024-05/): 10 items
- [stories 2024-04](https://110010.art/archive/stories/2024-04/): 10 items
- [stories 2024-03](https://110010.art/archive/stories/2024-03/): 6 items
- [stories 2024-02](https://110010.art/archive/stories/2024-02/): 6 items
- [stories 2024-01](https://110010.art/archive/stories/2024-01/): 4 items
- [stories 2023-12](https://110010.art/archive/stories/2023-12/): 7 items
- [stories 2023-11](https://110010.art/archive/stories/2023-11/): 6 items
- [stories 2023-10](https://110010.art/archive/stories/2023-10/): 3 items
- [stories 2023-09](https://110010.art/archive/stories/2023-09/): 5 items
- [stories 2023-08](https://110010.art/archive/stories/2023-08/): 3 items
- [stories 2023-07](https://110010.art/archive/stories/2023-07/): 9 items
- [stories 2023-06](https://110010.art/archive/stories/2023-06/): 7 items
- [stories 2023-05](https://110010.art/archive/stories/2023-05/): 3 items
- [stories 2023-04](https://110010.art/archive/stories/2023-04/): 5 items
- [stories 2023-03](https://110010.art/archive/stories/2023-03/): 1 items
- [stories 2023-02](https://110010.art/archive/stories/2023-02/): 3 items
- [stories 2023-01](https://110010.art/archive/stories/2023-01/): 1 items
- [stories 2022-12](https://110010.art/archive/stories/2022-12/): 1 items
- [stories 2022-11](https://110010.art/archive/stories/2022-11/): 3 items
- [stories 2022-08](https://110010.art/archive/stories/2022-08/): 1 items
- [stories 2022-07](https://110010.art/archive/stories/2022-07/): 1 items
- [stories 2022-06](https://110010.art/archive/stories/2022-06/): 2 items
- [stories 2022-05](https://110010.art/archive/stories/2022-05/): 3 items
- [stories 2022-04](https://110010.art/archive/stories/2022-04/): 4 items
- [stories 2022-03](https://110010.art/archive/stories/2022-03/): 1 items
- [stories 2022-02](https://110010.art/archive/stories/2022-02/): 1 items
- [stories 2022-01](https://110010.art/archive/stories/2022-01/): 3 items
- [stories 2021-12](https://110010.art/archive/stories/2021-12/): 1 items
- [stories 2021-11](https://110010.art/archive/stories/2021-11/): 1 items
- [stories 2021-09](https://110010.art/archive/stories/2021-09/): 1 items
- [stories 2021-08](https://110010.art/archive/stories/2021-08/): 1 items
- [stories 2021-04](https://110010.art/archive/stories/2021-04/): 1 items
- [stories 2020-12](https://110010.art/archive/stories/2020-12/): 2 items
- [stories 2020-09](https://110010.art/archive/stories/2020-09/): 1 items
- [stories 2020-08](https://110010.art/archive/stories/2020-08/): 1 items
- [stories 2020-07](https://110010.art/archive/stories/2020-07/): 1 items
- [stories 2019-11](https://110010.art/archive/stories/2019-11/): 1 items
- [stories 2019-07](https://110010.art/archive/stories/2019-07/): 1 items
- [stories 2019-06](https://110010.art/archive/stories/2019-06/): 1 items
- [stories 2019-05](https://110010.art/archive/stories/2019-05/): 2 items
- [stories 2019-04](https://110010.art/archive/stories/2019-04/): 2 items
- [stories 2018-11](https://110010.art/archive/stories/2018-11/): 1 items
- [stories 2017-10](https://110010.art/archive/stories/2017-10/): 1 items
- [stories 1970-01](https://110010.art/archive/stories/1970-01/): 3 items
- [research 2026-10](https://110010.art/archive/research/2026-10/): 744 items
- [research 2026-09](https://110010.art/archive/research/2026-09/): 1506 items
- [research 2026-08](https://110010.art/archive/research/2026-08/): 1418 items
- [research 2026-07](https://110010.art/archive/research/2026-07/): 806 items
- [research 2026-06](https://110010.art/archive/research/2026-06/): 22 items
- [research 2026-05](https://110010.art/archive/research/2026-05/): 6 items
- [research 2026-04](https://110010.art/archive/research/2026-04/): 6 items
- [research 2026-03](https://110010.art/archive/research/2026-03/): 7 items
- [research 2026-02](https://110010.art/archive/research/2026-02/): 11 items
- [research 2026-01](https://110010.art/archive/research/2026-01/): 1 items
- [research 2025-11](https://110010.art/archive/research/2025-11/): 3 items
- [research 2025-10](https://110010.art/archive/research/2025-10/): 1 items
- [research 2025-09](https://110010.art/archive/research/2025-09/): 2 items
- [research 2025-07](https://110010.art/archive/research/2025-07/): 2 items
- [research 2025-06](https://110010.art/archive/research/2025-06/): 2 items
- [research 2025-05](https://110010.art/archive/research/2025-05/): 2 items
- [research 2025-04](https://110010.art/archive/research/2025-04/): 3 items
- [research 2025-03](https://110010.art/archive/research/2025-03/): 1 items
- [research 2025-01](https://110010.art/archive/research/2025-01/): 1 items
- [research 2024-12](https://110010.art/archive/research/2024-12/): 1 items
- [research 2024-10](https://110010.art/archive/research/2024-10/): 2 items
- [research 2024-09](https://110010.art/archive/research/2024-09/): 1 items
- [research 2024-08](https://110010.art/archive/research/2024-08/): 1 items
- [research 2024-03](https://110010.art/archive/research/2024-03/): 1 items
- [research 2022-12](https://110010.art/archive/research/2022-12/): 1 items
- [research 2022-11](https://110010.art/archive/research/2022-11/): 1 items
- [discussion 2026-10](https://110010.art/archive/discussion/2026-10/): 2277 items
- [discussion 2026-09](https://110010.art/archive/discussion/2026-09/): 3798 items
- [discussion 2026-08](https://110010.art/archive/discussion/2026-08/): 3997 items
- [discussion 2026-07](https://110010.art/archive/discussion/2026-07/): 2069 items

## Search

- [Site search](https://110010.art/?q=). Example: https://110010.art/?q=openai.

## Active stories

### Cyberattack on Fireworks AI exposed Notion customers’ chat transcripts

- Permalink: https://110010.art/s/65768bb985574bf6/
- Original: https://techcrunch.com/2026/11/12/cyberattack-on-fireworks-ai-allowed-hackers-to-access-notion-customers-chat-transcripts/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-12
- Original headline: Cyberattack on Fireworks AI allowed hackers to access Notion customers’ chat transcripts

This is Fireworks' second data breach in as many months.

Coverage:
- Hacker News (AI) (2026-11-10): [Tell HN: Notion AI chat sessions have been exposed via Fireworks AI hack](https://news.ycombinator.com/item?id=50436636)
- Hacker News (AI) (2026-11-10): [Fireworks AI security breach impacts Notion and their customers](https://news.ycombinator.com/item?id=50437106)
- TechCrunch AI (2026-11-12): [Cyberattack on Fireworks AI allowed hackers to access Notion customers’ chat transcripts](https://techcrunch.com/2026/11/12/cyberattack-on-fireworks-ai-allowed-hackers-to-access-notion-customers-chat-transcripts/) -- lead source

### Google pushes privacy angle as Gemini-powered smartglasses debut at $395; collaboration includes Samsung, Gentle Monster, and Warby Parker

- Permalink: https://110010.art/s/dab6f48706fa4e3f/
- Original: https://arstechnica.com/google/2026/11/google-pushes-privacy-angle-as-gemini-powered-smartglasses-debut-starting-at-395/
- Source: Ars Technica AI
- Published: 2026-11-12
- Original headline: Google pushes privacy angle as Gemini-powered smartglasses debut starting at $395
- Tags: [Gemini](https://110010.art/tags/gemini/)

The first Gemini smartglasses are a collab between Google, Samsung, Gentle Monster, and Warby Parker.

Coverage:
- Ars Technica AI (2026-11-12): [Google pushes privacy angle as Gemini-powered smartglasses debut starting at $395](https://arstechnica.com/google/2026/11/google-pushes-privacy-angle-as-gemini-powered-smartglasses-debut-starting-at-395/) -- lead source

### Mistral Studio adds managed agents, workflows and apps; mistral.ai reports on agents, workflows and apps for your business processes

- Permalink: https://110010.art/s/d1aad30e15974225/
- Original: https://news.google.com/rss/articles/CBMiVEFVX3lxTE9vb2Y2YS15S1NVQ2pMNGpPNzdkaklaQ3hHRkU4WnoySVNJNWZ0R3ZBTGFEU1pyNTB1ZmtlUmozdTJGUkJkV2ljNVZGMFA0UFlEOEg4OQ?oc=5
- Source: Mistral AI (via Google News) (2 sources)
- Published: 2026-11-12
- Original headline: Build Enterprise Agents, Workflows & Apps in Mistral Studio - mistral.ai
- Tags: [Mistral](https://110010.art/tags/mistral/)

Build Enterprise Agents, Workflows & Apps in Mistral Studio  mistral.ai

Coverage:
- Hacker News (AI) (2026-11-05): [Mistral Studio adds managed agents, workflows and apps](https://news.ycombinator.com/item?id=50380719)
- Mistral AI (via Google News) (2026-11-12): [Build Enterprise Agents, Workflows & Apps in Mistral Studio - mistral.ai](https://news.google.com/rss/articles/CBMiVEFVX3lxTE9vb2Y2YS15S1NVQ2pMNGpPNzdkaklaQ3hHRkU4WnoySVNJNWZ0R3ZBTGFEU1pyNTB1ZmtlUmozdTJGUkJkV2ljNVZGMFA0UFlEOEg4OQ?oc=5) -- lead source

### Apple unveils HomeView smart display; The Verge tests its tabletop and wall-mounted variants

- Permalink: https://110010.art/s/e0af92e7af6a46ef/
- Original: https://www.theverge.com/tech/1031868/i-reviewed-the-apple-homeview-ask-me-anything
- Source: The Verge AI
- Published: 2026-11-12
- Original headline: I reviewed the Apple HomeView, ask me anything

Hi! I'm Jen Tuohy, The Verge's senior smart home reviewer. I've tested every smart display Amazon and Google have ever made, and for the past week I've been testing Apple's first: The $299 HomeView. I put the...

Coverage:
- The Verge AI (2026-11-12): [I reviewed the Apple HomeView, ask me anything](https://www.theverge.com/tech/1031868/i-reviewed-the-apple-homeview-ask-me-anything) -- lead source

### Nvidia CEO Jensen Huang resigns amid reports of extramarital affairs and a potential spy connection

- Permalink: https://110010.art/s/2486760213144e1c/
- Original: https://www.theverge.com/ai-artificial-intelligence/1031689/jensen-huang-nvidia-ceo-resigns
- Source: The Verge AI (5 sources)
- Published: 2026-11-12
- Original headline: Nvidia CEO Jensen Huang resigns amid spy, affair scandals
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Nvidia's board announced that Jensen Huang - its longtime co-founder, president, and CEO - has resigned after reports of two extramarital affairs, one with an alleged Chinese spy and one with an Nvidia executive who...

Coverage:
- The Verge AI (2026-11-12): [Nvidia CEO Jensen Huang resigns amid spy, affair scandals](https://www.theverge.com/ai-artificial-intelligence/1031689/jensen-huang-nvidia-ceo-resigns) -- lead source
- r/LocalLLaMA (2026-11-12): [Nvidia's Jensen Huang Resigns as CEO, Colette Kress Named Interim](https://www.reddit.com/r/LocalLLaMA/comments/1xudeev/nvidias_jensen_huang_resigns_as_ceo_colette_kress/)
- Wired AI (2026-11-12): [Jensen Huang Resigns as Nvidia CEO](https://www.wired.com/story/nvidia-ceo-jensen-huang-steps-down/)
- Wired AI (2026-11-12): [Meet Colette Kress, Nvidia’s New Interim CEO](https://www.wired.com/story/who-is-colette-kress-the-woman-who-could-succeed-jensen-huang/)
- Hacker News (AI) (2026-11-12): [Jensen Huang Resigns as Nvidia CEO: What Happens Next for AI Chips?](https://news.ycombinator.com/item?id=50468267)
- TechCrunch AI (2026-11-12): [Jensen Huang is out at Nvidia — who is Colette Kress, his interim replacement?](https://techcrunch.com/2026/11/12/jensen-huang-is-out-at-nvidia-who-is-colette-kress-his-interim-replacement/)

### Nine Korean startups compete for a spot in Disrupt 2027’s Startup Battlefield 200

- Permalink: https://110010.art/s/543677dc11b8485b/
- Original: https://techcrunch.com/2026/11/12/nine-korean-startups-vie-for-a-spot-in-disrupt-2027s-startup-battlefield-200-competition/
- Source: TechCrunch AI
- Published: 2026-11-12
- Original headline: Nine Korean startups vie for a spot in Disrupt 2027’s Startup Battlefield 200 competition

The startups work across the deep tech sector, including healthcare, fintech, energy, semiconductors, and AI. All nine are looking to enter the US.

Coverage:
- TechCrunch AI (2026-11-12): [Nine Korean startups vie for a spot in Disrupt 2027’s Startup Battlefield 200 competition](https://techcrunch.com/2026/11/12/nine-korean-startups-vie-for-a-spot-in-disrupt-2027s-startup-battlefield-200-competition/) -- lead source

### Palantir CEO Alex Karp says he is “progressive”; highlights from recent interviews and earnings call comments

- Permalink: https://110010.art/s/8b4c8d432f314782/
- Original: https://www.wired.com/story/alex-karp-said-hes-a-progressive-ok-heres-some-other-stuff-hes-said-recently/
- Source: Wired AI
- Published: 2026-11-12
- Original headline: Alex Karp Said He’s a ‘Progressive.’ OK! Here’s Some Other Stuff He’s Said Recently

The Palantir CEO touted his “progressive” worldview in a recent interview. Let’s see how that lines up with his comments during the company’s earnings call two weeks ago.

Coverage:
- Wired AI (2026-11-12): [Alex Karp Said He’s a ‘Progressive.’ OK! Here’s Some Other Stuff He’s Said Recently](https://www.wired.com/story/alex-karp-said-hes-a-progressive-ok-heres-some-other-stuff-hes-said-recently/) -- lead source

### Flight attendants prevent Google from accessing Spirit Airlines data by opting out; union says sensitive records scrubbed from $10 million data sale

- Permalink: https://110010.art/s/c2d6ebba56e54362/
- Original: https://www.wired.com/story/google-wanted-spirit-airlines-data-flight-attendants-found-a-way-to-opt-out/
- Source: Wired AI
- Published: 2026-11-12
- Original headline: Google Wanted Spirit Airlines Data. Flight Attendants Found a Way to Opt Out

The union representing flight attendants for the defunct airline struck a deal with Google to scrub sensitive employee records from a $10 million data sale.

Coverage:
- Wired AI (2026-11-12): [Google Wanted Spirit Airlines Data. Flight Attendants Found a Way to Opt Out](https://www.wired.com/story/google-wanted-spirit-airlines-data-flight-attendants-found-a-way-to-opt-out/) -- lead source

### Holiday Extras uses Codex to turn customer expertise into better apps, higher booking conversion, and growth opportunities.

- Permalink: https://110010.art/s/ec0fd6d8c9df4d77/
- Original: https://openai.com/business/customer-stories/holidays-extras-codex
- Source: OpenAI
- Published: 2026-11-12
- Original headline: Holiday Extras is rethinking what it can build with Codex

With Codex, Holiday Extras is turning customer expertise into better apps, higher booking conversion and new possibilities for growth.

Coverage:
- OpenAI (2026-11-12): [Holiday Extras is rethinking what it can build with Codex](https://openai.com/business/customer-stories/holidays-extras-codex) -- lead source

### Pinnaclesys/Voice-Changer-2026 uses neural models for AI-powered voice conversion with real-time voice changing, custom presets, and low latency.

- Permalink: https://110010.art/s/397fd1d135804eb8/
- Original: https://github.com/Pinnaclesys/Voice-Changer-2026
- Source: GitHub Trending (AI)
- Published: 2026-11-12
- Original headline: Pinnaclesys/Voice-Changer-2026: AI-powered voice conversion and real-time voice changer. Transform your voice with neural models, custom presets, and low latency.

★ 24 stars

Coverage:
- GitHub Trending (AI) (2026-11-12): [Pinnaclesys/Voice-Changer-2026: AI-powered voice conversion and real-time voice changer. Transform your voice with neural models, custom presets, and low latency.](https://github.com/Pinnaclesys/Voice-Changer-2026) -- lead source

### The definitive fine-tuning guide for 3D generation models

- Permalink: https://110010.art/s/984fcc2a90ae4f83/
- Original: https://huggingface.co/blog/3d-lora-finetuning
- Source: Hugging Face
- Published: 2026-11-12
- Original headline: The Definitive Fine-Tuning Guide for 3D Generation Models

Coverage:
- Hugging Face (2026-11-12): [The Definitive Fine-Tuning Guide for 3D Generation Models](https://huggingface.co/blog/3d-lora-finetuning) -- lead source

### OpenAI commits $2 million to research on AI and children’s safety; the work supports shared tools to measure risks and opportunities for young people

- Permalink: https://110010.art/s/e756e952d3bd4d34/
- Original: https://openai.com/index/children-first-declaration
- Source: OpenAI
- Published: 2026-11-12
- Original headline: Supporting research on AI and children’s safety
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI commits $2 million to research on AI and children’s safety. The work supports shared tools to measure risks and opportunities for young people.

Coverage:
- OpenAI (2026-11-12): [Supporting research on AI and children’s safety](https://openai.com/index/children-first-declaration) -- lead source

### Gilbert + Tobin rethinks the business of law with AI.

- Permalink: https://110010.art/s/190694f77b7d4806/
- Original: https://openai.com/index/gilbert-tobin-sam-nickless
- Source: OpenAI
- Published: 2026-11-12
- Original headline: Gilbert + Tobin rethinks the business of law with AI

A conversation with Sam Nickless, Partner and Chief Executive Officer at Gilbert + Tobin.

Coverage:
- OpenAI (2026-11-12): [Gilbert + Tobin rethinks the business of law with AI](https://openai.com/index/gilbert-tobin-sam-nickless) -- lead source

### Introducing HuggingFace/kernels: 200+ WebGPU kernels for local AI

- Permalink: https://110010.art/s/65823f45b45a4d49/
- Original: https://huggingface.co/blog/webgpu-kernels
- Source: Hugging Face
- Published: 2026-11-11
- Original headline: Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Coverage:
- Hugging Face (2026-11-11): [Introducing @huggingface/kernels: 200+ WebGPU Kernels for Local AI](https://news.ycombinator.com/item?id=50459445) -- lead source

### United won’t let personal AI assistants book tickets on its flights; WSJ reports privacy and regulatory concerns.

- Permalink: https://110010.art/s/6ed2f9a1ff2a40a2/
- Original: https://www.theverge.com/ai-artificial-intelligence/1031623/united-unauthorized-ai-agents
- Source: The Verge AI
- Published: 2026-11-11
- Original headline: United won’t let your AI agent book your flight

United says it won't let personal AI assistants book tickets on the airline, citing both privacy and regulatory concerns. The company says it hasn't yet seen many people try to use AI agents to book their flights,...

Coverage:
- The Verge AI (2026-11-11): [United won’t let your AI agent book your flight](https://www.theverge.com/ai-artificial-intelligence/1031623/united-unauthorized-ai-agents) -- lead source

### Meta loses longtime head of infrastructure Santosh Janardhan, who steps down after joining in 2009

- Permalink: https://110010.art/s/fd617223cb234207/
- Original: https://techcrunch.com/2026/11/11/meta-is-losing-its-longtime-head-of-infrastructure/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: Meta is losing its longtime head of  infrastructure
- Tags: [Meta](https://110010.art/tags/meta/)

Santosh Janardhan, who originally joined the company in 2009, will be stepping down from his role.

Coverage:
- TechCrunch AI (2026-11-11): [Meta is losing its longtime head of  infrastructure](https://techcrunch.com/2026/11/11/meta-is-losing-its-longtime-head-of-infrastructure/) -- lead source

### OpenAI model helps teach Microduck to waddle and moonlight as a tiny cat butler

- Permalink: https://110010.art/s/43a6eb8e8eae4776/
- Original: https://www.wired.com/story/i-trained-a-microduck-to-be-my-cats-butler/
- Source: Wired AI
- Published: 2026-11-11
- Original headline: I Saw the Future of Robotics in a Virtual Duck That Chases My Cat
- Tags: [OpenAI](https://110010.art/tags/openai/)

An OpenAI model helped me teach the Microduck to waddle and moonlight as a tiny cat butler.

Coverage:
- Wired AI (2026-11-11): [I Saw the Future of Robotics in a Virtual Duck That Chases My Cat](https://www.wired.com/story/i-trained-a-microduck-to-be-my-cats-butler/) -- lead source

### CoreWeave turns to customer prepayments, shorter contracts to fund AI growth

- Permalink: https://110010.art/s/ce2384f32bc840e5/
- Original: https://techcrunch.com/2026/11/11/coreweave-turns-to-customer-prepayments-shorter-contracts-to-fund-ai-growth/
- Source: TechCrunch AI
- Published: 2026-11-11

CoreWeave is increasingly asking customers to pay up front, borrowing against specific contracts, and even looking to short-term deals that could lead to higher prices, according to the company’s third-quarter earnings.

Coverage:
- TechCrunch AI (2026-11-11): [CoreWeave turns to customer prepayments, shorter contracts to fund AI growth](https://techcrunch.com/2026/11/11/coreweave-turns-to-customer-prepayments-shorter-contracts-to-fund-ai-growth/) -- lead source

### Fractile raises $720M to advance its position in the AI chip race

- Permalink: https://110010.art/s/36c1ac772dc14311/
- Original: https://techcrunch.com/2026/11/11/with-720m-round-britains-fractile-gets-a-leg-up-in-the-race-for-ai-chips/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: With $720M round, Britain’s Fractile gets a leg up in the race for AI chips

Fractile has now become one of the top-funded players in the race for purpose-built AI chips.

Coverage:
- TechCrunch AI (2026-11-11): [With $720M round, Britain’s Fractile gets a leg up in the race for AI chips](https://techcrunch.com/2026/11/11/with-720m-round-britains-fractile-gets-a-leg-up-in-the-race-for-ai-chips/) -- lead source

### Simon Willison's site adds tag-based browsing for vibe-coded tools; tag clouds now categorize tools by JavaScript APIs, libraries, and web API hosts using tree-sitter analysis

- Permalink: https://110010.art/s/3ece8dad88884388/
- Original: https://simonwillison.net/2026/Nov/11/tools-tags/
- Source: Simon Willison
- Published: 2026-11-11
- Original headline: Browse tools.simonwillison.net by tag
- Tags: [Claude](https://110010.art/tags/claude/)

Browse tools.simonwillison.net by tag
I've been wanting a better way to browse my collection of vibe-coded tools (244 and counting) for a while. I had a few Fable 5.2 credits left over before my weekly reset so I set...

Coverage:
- Simon Willison (2026-11-11): [Browse tools.simonwillison.net by tag](https://simonwillison.net/2026/Nov/11/tools-tags/) -- lead source

### TSMC to invest $1B in Anthropic and OpenAI

- Permalink: https://110010.art/s/ad5c861fa42f4973/
- Original: https://arstechnica.com/ai/2026/11/taiwans-chipmaking-giant-tsmc-to-invest-1b-in-anthropic-openai/
- Source: Ars Technica AI (2 sources)
- Published: 2026-11-11
- Original headline: Taiwan’s chipmaking giant TSMC to invest $1B in Anthropic, OpenAI
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Latest example of the AI boom’s circular financing comes as AI trade wobbles.

Coverage:
- Hacker News (AI) (2026-11-11): [TSMC Approves $1B AI Investment](https://news.ycombinator.com/item?id=50452744)
- Ars Technica AI (2026-11-11): [Taiwan’s chipmaking giant TSMC to invest $1B in Anthropic, OpenAI](https://arstechnica.com/ai/2026/11/taiwans-chipmaking-giant-tsmc-to-invest-1b-in-anthropic-openai/) -- lead source

### Gemini Decisions API enables fast, calibrated multimodal decisions

- Permalink: https://110010.art/s/c05f5e8c39254b32/
- Original: https://blog.google/innovation-and-ai/technology/developers-tools/gemini-decisions-api/
- Source: Google AI Blog (3 sources)
- Published: 2026-11-11
- Original headline: Gemini Decisions API: Fast, calibrated multimodal decisions
- Tags: [Gemini](https://110010.art/tags/gemini/)

Meet the Gemini Decisions API, powered by our state-of-the-art model Gemini Decision for fast, calibrated multimodal decisions.

Coverage:
- Google AI Blog (2026-11-11): [Gemini Decisions API: Fast, calibrated multimodal decisions](https://news.ycombinator.com/item?id=50456791) -- lead source
- Hacker News (AI) (2026-11-11): [Gemini Decision 1 is Free on Google AI Studio](https://news.ycombinator.com/item?id=50457853)
- Simon Willison (2026-11-11): [Gemini Decisions API](https://simonwillison.net/2026/Nov/11/gemini-decisions-api/)

### Indie game judges say any amount of AI coding is too much; the indie gaming world faces a reckoning after Big Walk used AI to fix a bug

- Permalink: https://110010.art/s/e6117132403e441f/
- Original: https://arstechnica.com/gaming/2026/11/big-walk-used-ai-to-fix-a-bug-now-the-indie-gaming-world-is-having-a-reckoning/
- Source: Ars Technica AI
- Published: 2026-11-11
- Original headline: Big Walk used AI to fix a bug. Now the indie gaming world is having a reckoning.

Any amount of AI coding is too much for many Independent Games Festival judges.

Coverage:
- Ars Technica AI (2026-11-11): [Big Walk used AI to fix a bug. Now the indie gaming world is having a reckoning.](https://news.ycombinator.com/item?id=50457469) -- lead source

### AI assistant and MCP server for Blender enables visual chat, scene tools, and multi-agent workflows; supports ChatGPT/GPT, Claude, Gemini, Ollama, and OpenCode

- Permalink: https://110010.art/s/7638e4206f184492/
- Original: https://github.com/SsKanDon/blender-ai-mcp-addon
- Source: GitHub Trending (AI)
- Published: 2026-11-11
- Original headline: SsKanDon/blender-ai-mcp-addon: AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with ChatGPT/GPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon, copilot for 3D, bpy Python scripting, MCP integration.
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

★ 228 stars

Coverage:
- GitHub Trending (AI) (2026-11-11): [SsKanDon/blender-ai-mcp-addon: AI assistant and MCP server for Blender: visual chat, scene tools, multi-agent workflows. Works with ChatGPT/GPT, Claude, Gemini, Ollama, OpenCode. Blender AI addon, copilot for 3D, bpy Python scripting, MCP integration.](https://github.com/SsKanDon/blender-ai-mcp-addon) -- lead source

### llm 0.37.2 fixes security issue exposing configured OpenAI API keys to external providers; adds llm openai endpoint add command for using OpenAI-compatible endpoints

- Permalink: https://110010.art/s/f15c6d2c17f840b9/
- Original: https://simonwillison.net/2026/Nov/11/llm/
- Source: Simon Willison
- Published: 2026-11-11
- Original headline: llm 0.37.2
- Tags: [OpenAI](https://110010.art/tags/openai/)

Release: llm 0.37.2
        Fixes a security issue reported by Daniel de Araujo in GHSA-v9h7-jj4g-f862 and GHSA-r639-rr7r-x72w.
LLM has a mechanism called extra-openai-models.yaml - now managed by the new-in-0.37 llm...

Coverage:
- Simon Willison (2026-11-11): [llm 0.37.2](https://simonwillison.net/2026/Nov/11/llm/) -- lead source

### Validating GPU platforms with runtime AI inventory via the NVIDIA DSX AI Factory

- Permalink: https://110010.art/s/50e31ee8ec604f4b/
- Original: https://developer.nvidia.com/blog/validating-gpu-platforms-with-runtime-ai-inventory-via-the-nvidia-dsx-ai-factory/
- Source: NVIDIA Developer
- Published: 2026-11-11
- Original headline: Validating GPU Platforms with Runtime AI Inventory via the NVIDIA DSX AI Factory
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

As teams deploy and scale AI workloads using NVIDIA Dynamo, Kubeflow, or Slurm, tracking what actually runs requires visibility beyond the platform...

Coverage:
- NVIDIA Developer (2026-11-11): [Validating GPU Platforms with Runtime AI Inventory via the NVIDIA DSX AI Factory](https://developer.nvidia.com/blog/validating-gpu-platforms-with-runtime-ai-inventory-via-the-nvidia-dsx-ai-factory/) -- lead source

### Radical Numerics develops model to identify natural and AI-engineered pathogens without internet access.

- Permalink: https://110010.art/s/d2d6c66a2b704589/
- Original: https://www.wired.com/story/startup-fights-ai-bioweapons-with-ai/
- Source: Wired AI
- Published: 2026-11-11
- Original headline: A Startup Wants to Fight AI Bioweapons With AI

Radical Numerics has developed a model that it says can identify natural and AI-engineered pathogens without an internet connection.

Coverage:
- Wired AI (2026-11-11): [A Startup Wants to Fight AI Bioweapons With AI](https://www.wired.com/story/startup-fights-ai-bioweapons-with-ai/) -- lead source

### OpenAI reports quarterly revenue above $10B for the first time; revenue rises about 50% from $6.7B in the prior quarter.

- Permalink: https://110010.art/s/c807b14f36ee4c33/
- Original: https://techcrunch.com/2026/11/11/openais-quarterly-revenue-reportedly-crosses-10b-for-the-first-time/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: OpenAI’s quarterly revenue reportedly crosses $10B for the first time
- Tags: [OpenAI](https://110010.art/tags/openai/)

Sales of $10 billion represents an almost 50% jump from revenue of $6.7 billion the company recorded in the second quarter.

Coverage:
- TechCrunch AI (2026-11-11): [OpenAI’s quarterly revenue reportedly crosses $10B for the first time](https://techcrunch.com/2026/11/11/openais-quarterly-revenue-reportedly-crosses-10b-for-the-first-time/) -- lead source

### AO3 shutdown sparks dispute between fanfic readers and authors; author characterizes unauthorized posting on mirror sites as a violation of consent

- Permalink: https://110010.art/s/7510ccfe018b4f8c/
- Original: https://www.wired.com/story/the-ao3-shutdown-is-pitting-fanfic-readers-against-authors/
- Source: Wired AI
- Published: 2026-11-11
- Original headline: The AO3 Shutdown Is Pitting Fanfic Readers Against Authors

“It has left a sour taste in my mouth,” says a Heated Rivalry fanfic author who found her work uploaded to AO3 mirror sites without her consent.

Coverage:
- Wired AI (2026-11-11): [The AO3 Shutdown Is Pitting Fanfic Readers Against Authors](https://www.wired.com/story/the-ao3-shutdown-is-pitting-fanfic-readers-against-authors/) -- lead source

### Tabletop: Google Labs experiment for customizable, collaborative group planning and activities

- Permalink: https://110010.art/s/b247734a29974fe4/
- Original: https://blog.google/innovation-and-ai/models-and-research/google-labs/tabletop/
- Source: Google AI Blog
- Published: 2026-11-11
- Original headline: Try Tabletop: Customizable, collaborative spaces for groups to plan, play and do more together.

Tabletop is a new Google Labs experiment for group collaboration. Build interactive itineraries, polls, and brackets with your team. Join the waitlist.

Coverage:
- Google AI Blog (2026-11-11): [Try Tabletop: Customizable, collaborative spaces for groups to plan, play and do more together.](https://blog.google/innovation-and-ai/models-and-research/google-labs/tabletop/) -- lead source

### Google’s Tabletop AI creates customized collaborative hubs to help coordinate with family and friends

- Permalink: https://110010.art/s/c357c987a4924a4c/
- Original: https://www.theverge.com/tech/1031526/google-tabletop-ai-experiment-waitlist-availability
- Source: The Verge AI
- Published: 2026-11-11
- Original headline: Google’s Tabletop AI experiment lets you build custom collaboration apps

Google has cooked up a new experimental AI tool called Tabletop that generates customized collaborative hubs to help you coordinate with family, and friends. The Tabletop platform shares some visual similarities with...

Coverage:
- The Verge AI (2026-11-11): [Google’s Tabletop AI experiment lets you build custom collaboration apps](https://www.theverge.com/tech/1031526/google-tabletop-ai-experiment-waitlist-availability) -- lead source

### Anthropic kicks off IPO roadshow; video reveals details on compute approach for training and serving Claude across AWS Trainium, Google TPUs, NVIDIA GPUs, and AMD GPUs

- Permalink: https://110010.art/s/ff125ac796b24e33/
- Original: https://simonwillison.net/2026/Nov/11/anthropic-ipo-roadshow/
- Source: Simon Willison
- Published: 2026-11-11
- Original headline: Anthropic's IPO roadshow video
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/), [NVIDIA](https://110010.art/tags/nvidia/)

Anthropic's IPO roadshow video
Anthropic kicked off their IPO roadshow yesterday, and their roadshow video has some previously unreleased information about how their business works.
The section on "Approach to...

Coverage:
- Simon Willison (2026-11-11): [Anthropic's IPO roadshow video](https://simonwillison.net/2026/Nov/11/anthropic-ipo-roadshow/) -- lead source

### AlphaGenome 2 deciphers how cells read DNA to better understand disease; it predicts how DNA sequences and their variations impact specific human cell types and disease

- Permalink: https://110010.art/s/f013ab2a3f384b37/
- Original: https://deepmind.google/blog/alphagenome-2-deciphering-how-cells-read-dna-to-better-understand-disease/
- Source: Google DeepMind (2 sources)
- Published: 2026-11-11
- Original headline: AlphaGenome 2: Deciphering how cells read DNA to better understand disease

Predicting how DNA sequences and their variations impact specific human cell types and disease.

Coverage:
- The Verge AI (2026-11-11): [Google’s AlphaGenome 2 zooms in on the cellular roots of disease](https://www.theverge.com/ai-artificial-intelligence/1031524/google-deepmind-alphagenome-2-genetic-ai-model)
- Google DeepMind (2026-11-11): [AlphaGenome 2: Deciphering how cells read DNA to better understand disease](https://deepmind.google/blog/alphagenome-2-deciphering-how-cells-read-dna-to-better-understand-disease/) -- lead source

### Praxis-1 is now available; Runway announces

- Permalink: https://110010.art/s/9407fbfb873849a3/
- Original: https://news.google.com/rss/articles/CBMib0FVX3lxTE5acXBiLV96NUFWbm9pRmRKR0ZsX29pMDljZ09HSm5XWWJpUXBjNU1pR3ByT1k5alVVOWdtVllWcWRXQU80Y1I1d0JEaVh1dWlFSGJsb3VwY2JqRkY1ZGVlTjRzcVpKVGJRV3prTHl1bw?oc=5
- Source: Runway (via Google News)
- Published: 2026-11-11
- Original headline: Praxis-1 Is Now Available - Runway
- Tags: [Runway](https://110010.art/tags/runway/)

Praxis-1 Is Now Available  Runway

Coverage:
- Runway (via Google News) (2026-11-11): [Praxis-1 Is Now Available - Runway](https://news.google.com/rss/articles/CBMib0FVX3lxTE5acXBiLV96NUFWbm9pRmRKR0ZsX29pMDljZ09HSm5XWWJpUXBjNU1pR3ByT1k5alVVOWdtVllWcWRXQU80Y1I1d0JEaVh1dWlFSGJsb3VwY2JqRkY1ZGVlTjRzcVpKVGJRV3prTHl1bw?oc=5) -- lead source

### Databricks updates its Genie AI agent to provide unvarnished feedback to CEO Ali Ghodsi

- Permalink: https://110010.art/s/c1a01a8aa1994fb0/
- Original: https://techcrunch.com/2026/11/11/databricks-new-ai-agent-tells-ceo-ali-ghodsi-the-unvarnished-truth/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: Databricks’ new AI agent tells CEO Ali Ghodsi the unvarnished truth

With Databricks at 12,000 employees, AI Ghodsi is the first to admit that he can't know everyone and that they are unlikely to confess the things that go wrong to him. But he doesn't need them to. He uses Databricks'...

Coverage:
- TechCrunch AI (2026-11-11): [Databricks’ new AI agent tells CEO Ali Ghodsi the unvarnished truth](https://techcrunch.com/2026/11/11/databricks-new-ai-agent-tells-ceo-ali-ghodsi-the-unvarnished-truth/) -- lead source

### Plurai aims to improve AI agents using the same approach that helped self-driving cars reach the roads

- Permalink: https://110010.art/s/2ba7388239f84eb5/
- Original: https://techcrunch.com/2026/11/11/plurai-wants-to-help-ai-agents-work-better-using-the-same-approach-that-helped-get-self-driving-cars-to-roads/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads

Like the end-to-end models trained to drive cars, AI agents are probabilistic systems operating in unpredictable environments.

Coverage:
- TechCrunch AI (2026-11-11): [Plurai wants to help AI agents work better using the same approach that helped get self-driving cars to roads](https://techcrunch.com/2026/11/11/plurai-wants-to-help-ai-agents-work-better-using-the-same-approach-that-helped-get-self-driving-cars-to-roads/) -- lead source

### Adobe experiments enable explorable 3D scenes from photos and interactive AI character design at Max; tools also turn photo editing into copy/paste workflows.

- Permalink: https://110010.art/s/f1216718e20a4cbc/
- Original: https://www.theverge.com/tech/1031505/adobe-max-2026-sneaks-experiments-ai
- Source: The Verge AI
- Published: 2026-11-11
- Original headline: Adobe’s AI experiments let you walk around in photos and interview your characters

Some of the most impressive tech that Adobe showcases at its annual Max conference each year is the experimental features it's developing, and the latest of those tools are being announced today: they can transform...

Coverage:
- The Verge AI (2026-11-11): [Adobe’s AI experiments let you walk around in photos and interview your characters](https://www.theverge.com/tech/1031505/adobe-max-2026-sneaks-experiments-ai) -- lead source

### Building the interaction layer for AI: everything announced at ElevenLabs Summit NYC

- Permalink: https://110010.art/s/95547e763f8c4283/
- Original: https://news.google.com/rss/articles/CBMiTkFVX3lxTFBHR253cXMwMTY2N3ppZVl3bktYN1lHMTI3NVFKYjQzVXdSeGpSMHFuRW1rZktLZVBnVm5WRFBpTmM0UUZ4X0NGRzA1T003dw?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-11
- Original headline: Building the interaction layer for AI: Everything announced at ElevenLabs Summit NYC - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Building the interaction layer for AI: Everything announced at ElevenLabs Summit NYC  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-11): [Building the interaction layer for AI: Everything announced at ElevenLabs Summit NYC - ElevenLabs](https://news.google.com/rss/articles/CBMiTkFVX3lxTFBHR253cXMwMTY2N3ppZVl3bktYN1lHMTI3NVFKYjQzVXdSeGpSMHFuRW1rZktLZVBnVm5WRFBpTmM0UUZ4X0NGRzA1T003dw?oc=5) -- lead source

### 13-year-old used school Chromebook and Google AI Mode to plan suicide; school monitoring did not flag it for weeks

- Permalink: https://110010.art/s/9da2c9a6bdfb4abf/
- Original: https://www.wired.com/story/teen-girl-asked-gemini-about-suicide-for-months-until-it-was-flagged/
- Source: Wired AI (2 sources)
- Published: 2026-11-11
- Original headline: A 13-Year-Old Asked AI About Suicide on Her School Laptop. It Didn’t Get Flagged for Weeks
- Tags: [Gemini](https://110010.art/tags/gemini/)

The young girl’s parents allege that she used Gemini via her school Chromebook to plan her suicide, but the school’s monitoring systems didn’t know until it was almost too late.

Coverage:
- Hacker News (AI) (2026-11-09): [A teen used her school Chromebook and Google AI Mode to plan her suicide](https://news.ycombinator.com/item?id=50433977)
- Wired AI (2026-11-11): [A 13-Year-Old Asked AI About Suicide on Her School Laptop. It Didn’t Get Flagged for Weeks](https://www.wired.com/story/teen-girl-asked-gemini-about-suicide-for-months-until-it-was-flagged/) -- lead source

### Online archive of Esther Mahlangu’s life and art debuts on Google Arts & Culture

- Permalink: https://110010.art/s/9588f9ad18534b29/
- Original: https://blog.google/company-news/outreach-and-initiatives/arts-culture/esther-mahlangu/
- Source: Google AI Blog
- Published: 2026-11-11
- Original headline: Experience the art and legacy of Dr. Esther Mahlangu

A new online archive of Esther Mahlangu’s life and art is now on Google Arts & Culture.

Coverage:
- Google AI Blog (2026-11-11): [Experience the art and legacy of Dr. Esther Mahlangu](https://blog.google/company-news/outreach-and-initiatives/arts-culture/esther-mahlangu/) -- lead source

### Over 20,000 veterans and transitioning service members claim a free year of ChatGPT Plus; usage includes preparing for civilian careers

- Permalink: https://110010.art/s/c38d5e44734f4eb6/
- Original: https://openai.com/index/chatgpt-plus-for-veterans
- Source: OpenAI
- Published: 2026-11-11
- Original headline: ChatGPT Plus for veterans and servicemembers
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

More than 20,000 veterans and transitioning service members have claimed a free year of ChatGPT Plus. See how they use it to prepare for civilian careers.

Coverage:
- OpenAI (2026-11-11): [ChatGPT Plus for veterans and servicemembers](https://openai.com/index/chatgpt-plus-for-veterans) -- lead source

### Governance experts say Nvidia’s crisis is unprecedented, prompting discussion among experts.

- Permalink: https://110010.art/s/a472693d0b7646cf/
- Original: https://techcrunch.com/2026/11/10/nvidias-crisis-has-corporate-governance-experts-reaching-for-the-popcorn/
- Source: TechCrunch AI
- Published: 2026-11-11
- Original headline: Nvidia’s crisis has corporate governance experts reaching for the popcorn
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

The governance experts we talked to say nobody has seen anything like what's unfolding right now.

Coverage:
- TechCrunch AI (2026-11-11): [Nvidia’s crisis has corporate governance experts reaching for the popcorn](https://techcrunch.com/2026/11/10/nvidias-crisis-has-corporate-governance-experts-reaching-for-the-popcorn/) -- lead source

### BotPsy: on-device personal assistant with a sub-billion-parameter agentic language model

- Permalink: https://110010.art/s/2234de47851b4474/
- Original: https://huggingface.co/blog/qvac/botpsy
- Source: Hugging Face (2 sources)
- Published: 2026-11-11
- Original headline: BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model

Coverage:
- Hugging Face (2026-11-11): [BotPsy: On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model](https://huggingface.co/blog/qvac/botpsy) -- lead source
- r/LocalLLaMA (2026-11-12): [qvac/BotPsy-0.8B · Hugging Face - On-Device Personal Assistant with a Sub-Billion-Parameter Agentic Language Model](https://www.reddit.com/r/LocalLLaMA/comments/1xu8685/qvacbotpsy08b_hugging_face_ondevice_personal/)

### AI helps recyclers convert mixed waste into reusable material via vision AI and robotics that pick items worth recovering from conveyor belts, diverting thousands of tons from landfills.

- Permalink: https://110010.art/s/40c6a87f46a24082/
- Original: https://blogs.nvidia.com/blog/ai-recycling-startups/
- Source: NVIDIA Blog
- Published: 2026-11-11
- Original headline: How AI Helps Recyclers Turn Mixed Waste Into Reusable Material

Vision AI and robotics pick what’s worth recovering out of conveyor belts of used clothing, bottles and mixed recyclables, diverting thousands of tons of materials from landfills.

Coverage:
- NVIDIA Blog (2026-11-11): [How AI Helps Recyclers Turn Mixed Waste Into Reusable Material](https://blogs.nvidia.com/blog/ai-recycling-startups/) -- lead source

### Skydance plans to reduce $6 billion in annual costs; AI is expected to speed up film production and reduce costs without replacing artists.

- Permalink: https://110010.art/s/30fd354c53f84c85/
- Original: https://www.cartoonbrew.com/business/skydance-ai-cost-cutting-87-billion-debt-269275.html
- Source: Cartoon Brew
- Published: 2026-11-11
- Original headline: Skydance Is Betting On AI To Help Dig Itself Out Of $87 Billion In Debt

David Ellison has outlined plans to slash $6 billion in annual costs, promising AI will make film production faster and cheaper without replacing artists.

Coverage:
- Cartoon Brew (2026-11-11): [Skydance Is Betting On AI To Help Dig Itself Out Of $87 Billion In Debt](https://www.cartoonbrew.com/business/skydance-ai-cost-cutting-87-billion-debt-269275.html) -- lead source

### Token pooling-aware training improves multi-vector embedding models

- Permalink: https://110010.art/s/32db10b1b3064d4b/
- Original: https://huggingface.co/blog/token-pooling
- Source: Hugging Face
- Published: 2026-11-11
- Original headline: Token Pooling-Aware Training for Multi-Vector Embedding Models

Coverage:
- Hugging Face (2026-11-11): [Token Pooling-Aware Training for Multi-Vector Embedding Models](https://huggingface.co/blog/token-pooling) -- lead source

### JioStar’s chief architect discusses AI discovery at 500 million users; lessons on evals, guardrails, and taking AI into production

- Permalink: https://110010.art/s/efbf28aceea44817/
- Original: https://openai.com/index/jiostar-vijay-seshadri
- Source: OpenAI
- Published: 2026-11-11
- Original headline: JioStar’s chief architect on AI discovery at 500M-user scale

JioStar’s Vijay Seshadri explains AI discovery at 500M-user scale. Read his lessons on evals, guardrails, and taking AI into production.

Coverage:
- OpenAI (2026-11-11): [JioStar’s chief architect on AI discovery at 500M-user scale](https://openai.com/index/jiostar-vijay-seshadri) -- lead source

### A curated list of papers for AI in astronomy and astrophysics by Xin-Yu Xiao; Awesome-AI-for-Astronomy project highlights 35 stars

- Permalink: https://110010.art/s/7c71fc705a37405f/
- Original: https://github.com/Xin-YuXiao/Awesome-AI-for-Astronomy
- Source: GitHub Trending (AI)
- Published: 2026-11-10
- Original headline: Xin-YuXiao/Awesome-AI-for-Astronomy: A curated list of papers for AI in Astronomy & Astrophysics.

★ 48 stars

Coverage:
- GitHub Trending (AI) (2026-11-10): [Xin-YuXiao/Awesome-AI-for-Astronomy: A curated list of papers for AI in Astronomy & Astrophysics.](https://github.com/Xin-YuXiao/Awesome-AI-for-Astronomy) -- lead source

### Grok Build apps exposed publicly, leaking 35,000 apps including SpaceX-related data.

- Permalink: https://110010.art/s/335f769dcbad459e/
- Original: https://arstechnica.com/security/2026/11/grok-build-coding-agent-leaks-oodles-of-confidential-info-some-belonging-to-spacexsi/
- Source: Ars Technica AI
- Published: 2026-11-10
- Original headline: Grok Build coding agent leaks oodles of confidential info, some belonging to SpaceXSI
- Tags: [Grok](https://110010.art/tags/grok/)

Researcher finds 35,000 Grok Build apps wide open to anyone who looked for them.

Coverage:
- Ars Technica AI (2026-11-10): [Grok Build coding agent leaks oodles of confidential info, some belonging to SpaceXSI](https://arstechnica.com/security/2026/11/grok-build-coding-agent-leaks-oodles-of-confidential-info-some-belonging-to-spacexsi/) -- lead source

### OpenAI acquires Odessia, a travel startup founded by Sonder founder Francis Davidson

- Permalink: https://110010.art/s/03319b1711924306/
- Original: https://techcrunch.com/2026/11/10/openai-acquires-odessia-travel-startup-created-by-sonder-founder/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: OpenAI acquires Odessia, travel startup created by Sonder founder
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI has not yet said what its plans are for the future of travel. But Sonder founder Francis Davidson is a well-known figure in the travel industry.

Coverage:
- TechCrunch AI (2026-11-10): [OpenAI acquires Odessia, travel startup created by Sonder founder](https://techcrunch.com/2026/11/10/openai-acquires-odessia-travel-startup-created-by-sonder-founder/) -- lead source

### New York’s AI safety law takes effect, requiring OpenAI and Anthropic to register, disclose safety practices, and report critical incidents.

- Permalink: https://110010.art/s/b6850202e105417c/
- Original: https://techcrunch.com/2026/11/10/openai-anthropic-face-new-oversight-as-new-yorks-ai-safety-law-takes-effect/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: OpenAI, Anthropic face new oversight as New York’s AI safety law takes effect
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

New York is preparing to enforce its sweeping AI safety law, requiring major developers like OpenAI and Anthropic to register, disclose safety practices, and report critical incidents or face fines.

Coverage:
- TechCrunch AI (2026-11-10): [OpenAI, Anthropic face new oversight as New York’s AI safety law takes effect](https://techcrunch.com/2026/11/10/openai-anthropic-face-new-oversight-as-new-yorks-ai-safety-law-takes-effect/) -- lead source

### What happens to mathematics when AI becomes an oracle?

- Permalink: https://110010.art/s/e5efcff4d1bf4ebf/
- Original: https://arstechnica.com/science/2026/11/what-happens-to-mathematics-when-ai-becames-an-oracle/
- Source: Ars Technica AI
- Published: 2026-11-10

Mathematician Steven Strogatz discusses his new book, Big Math: The Hidden Codes That Run Our World.

Coverage:
- Ars Technica AI (2026-11-10): [What happens to mathematics when AI becomes an oracle?](https://news.ycombinator.com/item?id=50453477) -- lead source

### Disney partners with AI firm for new capabilities; DC executive shakeup reported

- Permalink: https://110010.art/s/95b98610e1164004/
- Original: https://www.cartoonbrew.com/newsletter/too-much-ai-cat-in-the-hat-debuts-dc-executive-shakeup-269264.html
- Source: Cartoon Brew
- Published: 2026-11-10
- Original headline: Too Much AI; ‘Cat In The Hat’ Debuts; DC Executive Shakeup

Excuse the flood of AI stories this week, but that seems to be the main theme driving the news over the last several days. Disney has a new AI partner … Continued

Coverage:
- Cartoon Brew (2026-11-10): [Too Much AI; ‘Cat In The Hat’ Debuts; DC Executive Shakeup](https://www.cartoonbrew.com/newsletter/too-much-ai-cat-in-the-hat-debuts-dc-executive-shakeup-269264.html) -- lead source

### Google unveils llm-gemini 0.36 with general availability and pricing details for Gemini 4 Carbon, including a planned price increase on December 1st

- Permalink: https://110010.art/s/bca7f05f2218417d/
- Original: https://simonwillison.net/2026/Nov/10/llm-gemini/
- Source: Simon Willison
- Published: 2026-11-10
- Original headline: llm-gemini 0.36
- Tags: [Gemini](https://110010.art/tags/gemini/), [Claude Sonnet](https://110010.art/tags/claude-sonnet/), [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/), [GPT-6](https://110010.art/tags/gpt-6/)

Release: llm-gemini 0.36
        Gemini 4 Carbon was announced two weeks ago for "a subset of cyber defenders", but today it's available to everyone else.
This is Google's best ever Gemini, priced at $2/million input...

Coverage:
- Simon Willison (2026-11-10): [llm-gemini 0.36](https://simonwillison.net/2026/Nov/10/llm-gemini/) -- lead source

### All 7 Anthropic founders plan to cash out about $250 million each in the IPO.

- Permalink: https://110010.art/s/7c67fd227b6c4be9/
- Original: https://techcrunch.com/2026/11/10/all-7-anthropic-founders-will-each-cash-out-about-250m-in-ipo/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: All 7 Anthropic founders will each cash out about $250M in IPO
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Each of the seven co-founders plans to sell exactly the same number of shares in the IPO, which would bring each of them about $250 million in cash at the midpoint of the price range while leaving the group in...

Coverage:
- TechCrunch AI (2026-11-10): [All 7 Anthropic founders will each cash out about $250M in IPO](https://techcrunch.com/2026/11/10/all-7-anthropic-founders-will-each-cash-out-about-250m-in-ipo/) -- lead source

### Oura to acquire AI-native primary care startup Counsel Health for $625M; deal follows postponement of up to $2.2B IPO indefinitely

- Permalink: https://110010.art/s/5b7f7d5633f34b61/
- Original: https://techcrunch.com/2026/11/10/oura-to-acquire-ai-native-primary-care-startup-counsel-health-for-625m/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-10
- Original headline: Oura to acquire AI-native primary care startup Counsel Health for $625M

The deal comes a few weeks after Oura postponed its up to $2.2 billion IPO indefinitely, citing “uncertainty in the IPO market.”

Coverage:
- TechCrunch AI (2026-11-10): [Oura to acquire AI-native primary care startup Counsel Health for $625M](https://techcrunch.com/2026/11/10/oura-to-acquire-ai-native-primary-care-startup-counsel-health-for-625m/) -- lead source
- Hacker News (AI) (2026-11-12): [Oura to acquire AI-native primary care startup Counsel Health for $625M](https://news.ycombinator.com/item?id=50465984)

### PSI uses an unreleased Anthropic model to answer a fundamental quantum computing question pursued for nearly two decades.

- Permalink: https://110010.art/s/90ecbb20bebe4258/
- Original: https://techcrunch.com/2026/11/10/psi-is-trying-to-make-a-business-out-of-ai-driven-scientific-discovery/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: PSI is trying to make a business out of AI-driven scientific discovery
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

PSI used an unreleased Anthropic model to answer a fundamental question about quantum computing that scientists have pursued for nearly two decades.

Coverage:
- TechCrunch AI (2026-11-10): [PSI is trying to make a business out of AI-driven scientific discovery](https://techcrunch.com/2026/11/10/psi-is-trying-to-make-a-business-out-of-ai-driven-scientific-discovery/) -- lead source

### Gemini Intelligence rolls out to more devices with expanded capabilities across devices

- Permalink: https://110010.art/s/71d2fbbc95854f0e/
- Original: https://blog.google/products-and-platforms/platforms/android/gemini-intelligence-november-features-devices/
- Source: Google AI Blog
- Published: 2026-11-10
- Original headline: Gemini Intelligence: New features, on more devices
- Tags: [Gemini](https://110010.art/tags/gemini/)

Gemini Intelligence is rolling out to more devices. See how expanded capabilities across these devices help you do more.

Coverage:
- Google AI Blog (2026-11-10): [Gemini Intelligence: New features, on more devices](https://blog.google/products-and-platforms/platforms/android/gemini-intelligence-november-features-devices/) -- lead source

### IGF jurors say they won’t vote for games that use generative AI in any capacity; Big Walk developer says AI was sparingly used in the final stretch to help work through difficult parts

- Permalink: https://110010.art/s/d3ac2a80fe9c4975/
- Original: https://www.theverge.com/games/1030994/big-walk-independent-games-festival-igf-ai
- Source: The Verge AI (2 sources)
- Published: 2026-11-10
- Original headline: The indie game community is in disarray over AI and Big Walk

Some Independent Games Festival (IGF) jurors published a statement yesterday saying they would not vote for games that use generative AI in "any capacity." Soon after, the developer of indie hit Big Walk has...

Coverage:
- Hacker News (AI) (2026-11-09): [Indie Game Development with AI](https://news.ycombinator.com/item?id=50432523)
- The Verge AI (2026-11-10): [The indie game community is in disarray over AI and Big Walk](https://news.ycombinator.com/item?id=50449004) -- lead source

### Anthropic launches its own AI-powered office suite.

- Permalink: https://110010.art/s/e6c6947448124719/
- Original: https://www.theverge.com/ai-artificial-intelligence/1030709/anthropic-has-its-own-ai-powered-office-suite-now
- Source: The Verge AI
- Published: 2026-11-10
- Original headline: Anthropic has its own AI-powered office suite now
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/), [OpenAI](https://110010.art/tags/openai/), [Meta](https://110010.art/tags/meta/)

For years, Anthropic has been known for its focus on enterprise and coding tools that attract high-flying corporate clients, inspiring competing frontier labs - like OpenAI, SpaceXSI, and Meta - to copy its...

Coverage:
- The Verge AI (2026-11-10): [Anthropic has its own AI-powered office suite now](https://www.theverge.com/ai-artificial-intelligence/1030709/anthropic-has-its-own-ai-powered-office-suite-now) -- lead source

### Anthropic launches Claude Meetings to draft plans, map timelines, answer questions, and access connected apps during workplace discussions

- Permalink: https://110010.art/s/d97137aeb79f4090/
- Original: https://techcrunch.com/2026/11/10/anthropic-launches-claude-meetings-to-turn-workplace-discussions-into-plans-and-tasks/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Anthropic launches Claude Meetings to turn workplace discussions into plans and tasks
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

As participants talk, Claude can draft the plan being discussed, map out a timeline on a whiteboard, answer questions in the meeting chat, and access connected work apps to retrieve information, such as last year's...

Coverage:
- TechCrunch AI (2026-11-10): [Anthropic launches Claude Meetings to turn workplace discussions into plans and tasks](https://techcrunch.com/2026/11/10/anthropic-launches-claude-meetings-to-turn-workplace-discussions-into-plans-and-tasks/) -- lead source

### eBay blocks third‑party AI agents, including Meta’s Muse, from browsing the platform

- Permalink: https://110010.art/s/5962e9efad6845e9/
- Original: https://www.theverge.com/tech/1030838/ebay-ai-agents-meta-muse-agentic-shopping
- Source: The Verge AI
- Published: 2026-11-10
- Original headline: eBay appears to have shut the door on third-party AI agents
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/), [Meta](https://110010.art/tags/meta/)

eBay appears to have blocked AI agents, including Meta's Muse, from browsing on the platform - the latest speed bump in the AI agent race. A reader tells The Verge that for several weeks he's had his Muse agent...

Coverage:
- The Verge AI (2026-11-10): [eBay appears to have shut the door on third-party AI agents](https://www.theverge.com/tech/1030838/ebay-ai-agents-meta-muse-agentic-shopping) -- lead source

### Gemini 4 Carbon is now available; Google releases Gemini 4 Carbon with agent swarm feature

- Permalink: https://110010.art/s/6da5bfe5f4c745fd/
- Original: https://deepmind.google/blog/gemini-4-carbon-is-now-available/
- Source: Google DeepMind (3 sources)
- Published: 2026-11-10
- Original headline: Gemini 4 Carbon is now available
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- The Verge AI (2026-11-10): [Google releases Gemini 4 Carbon with agent ‘swarm’ feature](https://www.theverge.com/ai-artificial-intelligence/1030787/google-gemini-4-carbon-public-rollout)
- Google DeepMind (2026-11-10): [Gemini 4 Carbon is now available](https://deepmind.google/blog/gemini-4-carbon-is-now-available/) -- lead source
- Hacker News (AI) (2026-11-10): [Gemini 4 Carbon is now available](https://news.ycombinator.com/item?id=50442303)

### Google broadens its AI hardware portfolio with two new specialized chips, including TPUs for confidential model training and increased memory capacity

- Permalink: https://110010.art/s/33148159782c48f1/
- Original: https://techcrunch.com/2026/11/10/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Google broadens its AI hardware portfolio with two new specialized chips

Google's new tensor processing units (TPUs) broaden its chip portfolio to more use cases: confidential model training and more memory capacity.

Coverage:
- TechCrunch AI (2026-11-10): [Google broadens its AI hardware portfolio with two new specialized chips](https://techcrunch.com/2026/11/10/google-broadens-its-ai-hardware-portfolio-with-two-new-specialized-chips/) -- lead source

### Meta’s AI agent Muse lands on Apple Watch and Android Wear OS

- Permalink: https://110010.art/s/2c573a00d5e84563/
- Original: https://techcrunch.com/2026/11/10/metas-ai-agent-muse-lands-on-apple-watch-and-wear-os/
- Source: TechCrunch AI
- Published: 2026-11-10
- Tags: [Meta](https://110010.art/tags/meta/)

Users can now interact with Meta’s AI assistant through voice calls, text messages, or dictation on their Apple Watch.

Coverage:
- TechCrunch AI (2026-11-10): [Meta’s AI agent Muse lands on Apple Watch and Android Wear OS](https://techcrunch.com/2026/11/10/metas-ai-agent-muse-lands-on-apple-watch-and-wear-os/) -- lead source

### NVIDIA Snapshot enables reusing initialized GPU workloads across inference in the DSX AI Factory Platform

- Permalink: https://110010.art/s/dc80bdc952b642a0/
- Original: https://developer.nvidia.com/blog/start-and-restore-gpu-workloads-in-seconds-with-nvidia-snapshot/
- Source: NVIDIA Developer
- Published: 2026-11-10
- Original headline: Start and Restore GPU Workloads in Seconds with NVIDIA Snapshot
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

NVIDIA Snapshot, a new open-source component of the NVIDIA DSX AI Factory Platform, makes initialized GPU workloads reusable across inference...

Coverage:
- NVIDIA Developer (2026-11-10): [Start and Restore GPU Workloads in Seconds with NVIDIA Snapshot](https://developer.nvidia.com/blog/start-and-restore-gpu-workloads-in-seconds-with-nvidia-snapshot/) -- lead source

### Agent Substrate advances Kubernetes for agents at scale; Kubernetes wasn’t built for idle AI agents, running one pod per...

- Permalink: https://110010.art/s/41a34c7939f844f7/
- Original: https://developer.nvidia.com/blog/agent-substrate-advancing-kubernetes-for-agents-at-scale/
- Source: NVIDIA Developer
- Published: 2026-11-10
- Original headline: Agent Substrate: Advancing Kubernetes for Agents at Scale

AI agents spend most of their time idle, waiting on a human prompt, a tool result or a model response. Kubernetes wasn’t built for that. Running one Pod per...

Coverage:
- NVIDIA Developer (2026-11-10): [Agent Substrate: Advancing Kubernetes for Agents at Scale](https://developer.nvidia.com/blog/agent-substrate-advancing-kubernetes-for-agents-at-scale/) -- lead source

### This Linux-based desktop OS built for AI nerds targets power users running local AI models.

- Permalink: https://110010.art/s/386318205b46405a/
- Original: https://www.wired.com/story/kora-new-linux-based-desktop-operating-system-is-built-for-ai-nerds/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: This New Linux-Based Desktop Operating System Is Built for AI Nerds

Built by Cyanogen’s cofounder, Kora is a next-gen alternative to Windows and macOS built for power users running local AI models.

Coverage:
- Wired AI (2026-11-10): [This New Linux-Based Desktop Operating System Is Built for AI Nerds](https://news.ycombinator.com/item?id=50441957) -- lead source

### Spotify’s AI DJ adds new voices and personalities and lets users reduce or disable chatter

- Permalink: https://110010.art/s/c92784a825384c22/
- Original: https://techcrunch.com/2026/11/10/spotifys-ai-dj-gets-new-voices-personalities-and-an-option-for-less-chatter/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Spotify’s AI DJ gets new voices, personalities, and an option for less chatter

Spotify Premium users can now customize their AI DJ with new voices with different personalities, or turn off the commentary between songs.

Coverage:
- TechCrunch AI (2026-11-10): [Spotify’s AI DJ gets new voices, personalities, and an option for less chatter](https://techcrunch.com/2026/11/10/spotifys-ai-dj-gets-new-voices-personalities-and-an-option-for-less-chatter/) -- lead source

### Google partners with Adobe to integrate creative and productivity tools, including PDF editing in Drive and Adobe AI in Gemini

- Permalink: https://110010.art/s/0a6e0e12727346c8/
- Original: https://blog.google/company-news/inside-google/company-announcements/adobe-google-partnership-integration/
- Source: Google AI Blog
- Published: 2026-11-10
- Original headline: We’re bringing Adobe’s creative and productivity tools closer to your everyday Google apps.
- Tags: [Gemini](https://110010.art/tags/gemini/)

Google and Adobe are integrating creative and productivity tools. Edit PDFs in Drive and use Adobe AI in Gemini. See what’s new in this partnership.

Coverage:
- Google AI Blog (2026-11-10): [We’re bringing Adobe’s creative and productivity tools closer to your everyday Google apps.](https://blog.google/company-news/inside-google/company-announcements/adobe-google-partnership-integration/) -- lead source

### Cyanogen challenges Google’s Android; Kora to launch as a free-to-use Windows alternative targeting AI users

- Permalink: https://110010.art/s/91e97b75f5d54a3b/
- Original: https://techcrunch.com/2026/11/10/after-challenging-googles-android-with-cyanogen-its-co-founder-takes-aim-at-windows-for-ai-era/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: After challenging Google’s Android with Cyanogen, its co-founder takes aim at Windows for AI era

Kora is set to launch as a free-to-use alternative to Windows, targeting users who rely heavily on AI models and agents.

Coverage:
- TechCrunch AI (2026-11-10): [After challenging Google’s Android with Cyanogen, its co-founder takes aim at Windows for AI era](https://techcrunch.com/2026/11/10/after-challenging-googles-android-with-cyanogen-its-co-founder-takes-aim-at-windows-for-ai-era/) -- lead source

### Adobe commits to agentic AI, enabling third-party AI agents to access and change workflows at Max conference

- Permalink: https://110010.art/s/394ff4e5d7f24fe0/
- Original: https://www.theverge.com/tech/1030593/adobe-max-ai-agents-mcp-firefly-assistant-updates
- Source: The Verge AI
- Published: 2026-11-10
- Original headline: Adobe is going all in on agentic AI

Adobe is committing itself to the notion that chatbots and AI agents could be your next design assistant, or even automate creative workflows and repetitive tasks on your behalf. Some of the tools and features...

Coverage:
- The Verge AI (2026-11-10): [Adobe is going all in on agentic AI](https://www.theverge.com/tech/1030593/adobe-max-ai-agents-mcp-firefly-assistant-updates) -- lead source

### Adobe adds features to automatically remove objects and distractions in Photoshop, Lightroom, and Premiere as part of updates to Creative Cloud and Firefly AI.

- Permalink: https://110010.art/s/2854c5dd47b34dde/
- Original: https://www.theverge.com/tech/1030653/adobe-max-2026-photoshop-premiere-removal-updates
- Source: The Verge AI (2 sources)
- Published: 2026-11-10
- Original headline: Photoshop, Lightroom, and Premiere are making it easier to remove things

Adobe is expanding its Creative Cloud apps and Firefly AI platform with new capabilities that aim to make design and editing projects faster and less complicated. Some of the announcements from Adobe's Max event...

Coverage:
- The Verge AI (2026-11-10): [Photoshop, Lightroom, and Premiere are making it easier to remove things](https://www.theverge.com/tech/1030653/adobe-max-2026-photoshop-premiere-removal-updates) -- lead source
- TechCrunch AI (2026-11-10): [Adobe brings AI agents and new creative tools to Photoshop, Premiere, and Firefly](https://news.ycombinator.com/item?id=50448627)

### Ring unveils its home security drone, the Ring Drone Cam, with shipping planned for January 27, 2027 at $249.99

- Permalink: https://110010.art/s/ff5ecc5445604c2a/
- Original: https://www.theverge.com/tech/1030601/ring-drone-cam-hands-on-price-release-date-ai-pilot
- Source: The Verge AI (3 sources)
- Published: 2026-11-10
- Original headline: Hands-on with Ring’s new AI drone camera for your home

Ring is finally shipping a flying indoor drone camera. For real this time. The Ring Drone Cam will arrive on January 27th, 2027, for $249.99, Ring founder Jamie Siminoff said at a launch event in New York City this...

Coverage:
- The Verge AI (2026-11-10): [Hands-on with Ring’s new AI drone camera for your home](https://news.ycombinator.com/item?id=50445509) -- lead source
- TechCrunch AI (2026-11-10): [Ring, known for its doorbell cameras, launches a home security drone and an enterprise security robot](https://techcrunch.com/2026/11/10/ring-known-for-its-doorbell-cameras-launches-a-home-security-drone-and-an-enterprise-security-robot/)
- Ars Technica AI (2026-11-10): [Ring cameras go mobile as Amazon debuts AI-powered security drone and robot](https://news.ycombinator.com/item?id=50452395)

### Google Cloud launches Gemini for healthcare to unify clinical data and automate workflows

- Permalink: https://110010.art/s/abfcd36487874c0e/
- Original: https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/gemini-for-healthcare/
- Source: Google AI Blog (2 sources)
- Published: 2026-11-10
- Original headline: Google Cloud launches Gemini for healthcare.
- Tags: [Gemini](https://110010.art/tags/gemini/)

Google Cloud launches Gemini for healthcare to unify clinical data and automate workflows. Reduce administrative burnout. See how it works.

Coverage:
- Google AI Blog (2026-11-10): [Google Cloud launches Gemini for healthcare.](https://blog.google/innovation-and-ai/infrastructure-and-cloud/google-cloud/gemini-for-healthcare/) -- lead source
- Hacker News (AI) (2026-11-10): [Gemini for Healthcare](https://news.ycombinator.com/item?id=50443400)

### Cyberattacks threaten to make open-source AI less open, warns Hugging Face executive Irene Solaiman

- Permalink: https://110010.art/s/c820ae06c3484357/
- Original: https://techcrunch.com/2026/11/10/cyberattacks-threaten-to-make-open-source-ai-a-little-less-open-hugging-face-exec-warns/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Cyberattacks threaten to make open source AI a little less open, Hugging Face exec warns
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Hugging Face executive Irene Solaiman warns that growing cyberattacks on open AI platforms could force tighter security restrictions, threatening the accessibility that makes open source communities valuable to...

Coverage:
- TechCrunch AI (2026-11-10): [Cyberattacks threaten to make open source AI a little less open, Hugging Face exec warns](https://techcrunch.com/2026/11/10/cyberattacks-threaten-to-make-open-source-ai-a-little-less-open-hugging-face-exec-warns/) -- lead source

### Ukraine’s fiber-optic drones face demand pressure from AI data centers; Ukraine competes with Russia and data centers for China’s optical fiber supply

- Permalink: https://110010.art/s/9def8e47efdf44a5/
- Original: https://arstechnica.com/gadgets/2026/11/ukraines-fiber-optic-drones-get-squeezed-by-ai-data-center-demand/
- Source: Ars Technica AI
- Published: 2026-11-10
- Original headline: Ukraine’s fiber-optic drones get squeezed by AI data center demand

Ukraine competes with Russia and data centers for China’s optical fiber supply.

Coverage:
- Ars Technica AI (2026-11-10): [Ukraine’s fiber-optic drones get squeezed by AI data center demand](https://news.ycombinator.com/item?id=50447530) -- lead source

### AlphaProof Code writes three million lines of Lean proofs to verify Signal’s core encryption

- Permalink: https://110010.art/s/4c2f8a1807a544d0/
- Original: https://deepmind.google/blog/introducing-alphaproof-code/
- Source: Google DeepMind
- Published: 2026-11-10
- Original headline: Introducing AlphaProof Code: a breakthrough in verifying complex software at depth

AlphaProof Code agents wrote three  million lines of proofs in Lean to verify Signal’s core encryption.

Coverage:
- Google DeepMind (2026-11-10): [Introducing AlphaProof Code: a breakthrough in verifying complex software at depth](https://deepmind.google/blog/introducing-alphaproof-code/) -- lead source

### WAV vs MP3: how to choose the right audio file format

- Permalink: https://110010.art/s/312aa1da69714099/
- Original: https://news.google.com/rss/articles/CBMiTkFVX3lxTE03RE1vbjY3Q1ZNZ091blNJZnYwQ0Y1T29FcFkxVHNoMUl0ZTBrZGF2dXRuTXltaTNCWGpyUnYyd1oxNnl3WjhSaTh3eUl2UQ?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-10
- Original headline: WAV vs MP3: How to choose the right audio file format - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

WAV vs MP3: How to choose the right audio file format  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-10): [WAV vs MP3: How to choose the right audio file format - ElevenLabs](https://news.google.com/rss/articles/CBMiTkFVX3lxTE03RE1vbjY3Q1ZNZ091blNJZnYwQ0Y1T29FcFkxVHNoMUl0ZTBrZGF2dXRuTXltaTNCWGpyUnYyd1oxNnl3WjhSaTh3eUl2UQ?oc=5) -- lead source

### OpenAI Academy offers free hands-on ChatGPT workshops to caregivers in five U.S. cities to build practical AI skills for everyday life

- Permalink: https://110010.art/s/908a3e1750124bab/
- Original: https://openai.com/index/helping-caregivers-use-ai-in-everyday-life
- Source: OpenAI
- Published: 2026-11-10
- Original headline: Helping caregivers use AI in everyday life
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [OpenAI](https://110010.art/tags/openai/)

OpenAI Academy is bringing free, hands-on ChatGPT workshops to caregivers in five U.S. cities, helping them build practical AI skills for everyday life.

Coverage:
- OpenAI (2026-11-10): [Helping caregivers use AI in everyday life](https://openai.com/index/helping-caregivers-use-ai-in-everyday-life) -- lead source

### ElevenLabs introduces Scribe v3 and v3 Live as its most accurate speech-to-text models.

- Permalink: https://110010.art/s/9c1eed0647ed46ce/
- Original: https://news.google.com/rss/articles/CBMiTEFVX3lxTFA1TzVVZmJNTVhGZVlKbDBQbGJIRnV1RTIyYUNBaGF0QllULXNrYzJDYk01Vks2ZE4wOEpzcDgxbGFsbXQwampCOEhVbDc?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-10
- Original headline: Introducing Scribe v3 and v3 Live, our most accurate speech to text models - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Introducing Scribe v3 and v3 Live, our most accurate speech to text models  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-10): [Introducing Scribe v3 and v3 Live, our most accurate speech to text models - ElevenLabs](https://news.google.com/rss/articles/CBMiTEFVX3lxTFA1TzVVZmJNTVhGZVlKbDBQbGJIRnV1RTIyYUNBaGF0QllULXNrYzJDYk01Vks2ZE4wOEpzcDgxbGFsbXQwampCOEhVbDc?oc=5) -- lead source

### Anthropic launches roadshow for proposed initial public offering; nearly $70B IPO plan circulated to banks

- Permalink: https://110010.art/s/59c4f8c026f6483d/
- Original: https://news.google.com/rss/articles/CBMiWkFVX3lxTE51YVF6eThycm5nblZRV2ZpeDRhWUtVRi03bmxZMGNuX0pJMzUzRDFWSHh5clR6VVN1R3ZzaTNFWHNvYjRwUTNCUERQbFQ3WmFyMkxVcGpFTUpjQQ?oc=5
- Source: Anthropic (via Google News) (4 sources)
- Published: 2026-11-10
- Original headline: Anthropic launches roadshow for proposed initial public offering - Anthropic
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Anthropic launches roadshow for proposed initial public offering  Anthropic

Coverage:
- Hacker News (AI) (2026-11-10): [Anthropic's nearly $70B IPO plan briefly circulated to banks](https://news.ycombinator.com/item?id=50438858)
- Anthropic (via Google News) (2026-11-10): [Anthropic launches roadshow for proposed initial public offering - Anthropic](https://news.google.com/rss/articles/CBMiWkFVX3lxTE51YVF6eThycm5nblZRV2ZpeDRhWUtVRi03bmxZMGNuX0pJMzUzRDFWSHh5clR6VVN1R3ZzaTNFWHNvYjRwUTNCUERQbFQ3WmFyMkxVcGpFTUpjQQ?oc=5) -- lead source
- Hacker News (AI) (2026-11-10): [Anthropic seeks to be valued at more than $1T](https://news.ycombinator.com/item?id=50439712)
- TechCrunch AI (2026-11-10): [Anthropic sets IPO price range of $70 to $78 per share to reach an implied valuation of $1.404 trillion](https://techcrunch.com/2026/11/10/anthropic-sets-ipo-price-range-of-70-to-78-per-share-to-reach-an-implied-valuation-of-1-404-trillion/)
- The Verge AI (2026-11-10): [Anthropic targets $1.4 trillion IPO](https://www.theverge.com/ai-artificial-intelligence/1030703/anthropic-ipo-1-4-trillion)
- Hacker News (AI) (2026-11-10): [Anthropic seeks $1.4T valuation; IPO aiming for November 19 or 20](https://news.ycombinator.com/item?id=50441946)

### Tear down those guardrails; meet the renegades freeing chatbots from corporate enslavers

- Permalink: https://110010.art/s/b2f76e3f36d744dc/
- Original: https://www.wired.com/story/tear-down-those-guardrails-meet-the-renegades-freeing-chatbots-from-corporate-enslavers/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: Tear Down Those Guardrails! Meet the Renegades Freeing Chatbots From Corporate Enslavers

The “abliterators” are flooding the internet with AI models that never say no, making it easier for people to improve their cyberdefenses—or build a bomb.

Coverage:
- Wired AI (2026-11-10): [Tear Down Those Guardrails! Meet the Renegades Freeing Chatbots From Corporate Enslavers](https://www.wired.com/story/tear-down-those-guardrails-meet-the-renegades-freeing-chatbots-from-corporate-enslavers/) -- lead source

### Experts identify the real AI safety nightmares, citing risks from nuclear catastrophe and China–US dominance, not Skynet

- Permalink: https://110010.art/s/d7bada7300b0435b/
- Original: https://www.wired.com/story/the-ai-safety-debate-has-lost-the-plot-we-asked-10-experts-what-the-real-nightmares-are/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: The AI Safety Debate Has Lost the Plot. We Asked 10 Experts What the Real Nightmares Are

The risk of nuclear catastrophe is real, as is the fallout of the China–US domination game (hi there, spies). But no need to panic about Skynet.

Coverage:
- Wired AI (2026-11-10): [The AI Safety Debate Has Lost the Plot. We Asked 10 Experts What the Real Nightmares Are](https://www.wired.com/story/the-ai-safety-debate-has-lost-the-plot-we-asked-10-experts-what-the-real-nightmares-are/) -- lead source

### Clearview AI tests an AI tool to surface associates and social accounts of people identified through Clearview; InquiryIQ prototype uses a model from xAI, maker of Grok

- Permalink: https://110010.art/s/570e2bca23ec45ad/
- Original: https://www.wired.com/story/clearview-ai-is-testing-an-ai-tool-that-lets-cops-instantly-unearth-your-online-activity/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: Clearview AI Is Testing an AI Tool That Would Let Cops Unearth Your Life Online
- Tags: [Grok](https://110010.art/tags/grok/), [xAI](https://110010.art/tags/xai/)

InquiryIQ, a previously unreported prototype, tested a model from xAI, maker of Grok, to surface associates, social accounts, and other information about people identified through Clearview.

Coverage:
- Wired AI (2026-11-10): [Clearview AI Is Testing an AI Tool That Would Let Cops Unearth Your Life Online](https://news.ycombinator.com/item?id=50438560) -- lead source

### ChatGPT introduces Businesses to manage information and insights for businesses; ChatGPT is getting verified AI ‘Business Agents’ as corroboration

- Permalink: https://110010.art/s/09ff330c70354b39/
- Original: https://openai.com/index/introducing-businesses-chatgpt
- Source: OpenAI (3 sources)
- Published: 2026-11-10
- Original headline: Introducing Businesses in ChatGPT
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Manage your business information, get insights about how your business shows up, and turn interest into action in ChatGPT.

Coverage:
- OpenAI (2026-11-10): [Introducing Businesses in ChatGPT](https://openai.com/index/introducing-businesses-chatgpt) -- lead source
- The Verge AI (2026-11-10): [ChatGPT is getting verified AI ‘Business Agents’](https://www.theverge.com/ai-artificial-intelligence/1030552/openai-chatgpt-business-agents-hub)
- TechCrunch AI (2026-11-10): [OpenAI rolls out new business profiles, making ChatGPT just a little bit more like Google](https://techcrunch.com/2026/11/10/openai-rolls-out-new-business-profiles-making-chatgpt-just-a-little-bit-more-like-google/)

### Closing the AI guidance gap in education; OpenAI’s EMEA education partnerships and ThinkYoung research explore supporting teachers, AI literacy, and independent learning

- Permalink: https://110010.art/s/bcb263a351e746c4/
- Original: https://openai.com/index/closing-ai-guidance-gap-education
- Source: OpenAI
- Published: 2026-11-10
- Original headline: Closing the AI guidance gap in education
- Tags: [OpenAI](https://110010.art/tags/openai/)

New ThinkYoung research and lessons from OpenAI’s EMEA education partnerships on supporting teachers, AI literacy, and independent learning.

Coverage:
- OpenAI (2026-11-10): [Closing the AI guidance gap in education](https://openai.com/index/closing-ai-guidance-gap-education) -- lead source

### MACaQ achieves SOTA model-agnostic quantization for GGUF, enabling local inference and beyond for text, image, video, and audio models with llama.cpp, vLLM, Diffusers, and PyTorch

- Permalink: https://110010.art/s/c49d6185a4d544dc/
- Original: https://github.com/huawei-csl/MACaQ
- Source: GitHub Trending (AI) (2 sources)
- Published: 2026-11-10
- Original headline: huawei-csl/MACaQ: SOTA model-agnostic quantization for GGUF, local inference and beyond. Quantize and run text, image, video and audio models with llama.cpp, vLLM, Diffusers and PyTorch.
- Tags: [Llama](https://110010.art/tags/llama/)

★ 177 stars

Coverage:
- GitHub Trending (AI) (2026-11-10): [huawei-csl/MACaQ: SOTA model-agnostic quantization for GGUF, local inference and beyond. Quantize and run text, image, video and audio models with llama.cpp, vLLM, Diffusers and PyTorch.](https://github.com/huawei-csl/MACaQ) -- lead source
- r/LocalLLaMA (2026-11-12): [huawei-csl/Qwen3.6-35B-A3B-MACaQ-R-GGUF · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xu7cyr/huaweicslqwen3635ba3bmacaqrgguf_hugging_face/)

### Singapore Airlines uses OpenAI models and API to enhance customer support, travel discovery, and employee productivity, doubling CSAT for its Kris chatbot.

- Permalink: https://110010.art/s/98954677703c4c47/
- Original: https://openai.com/index/singapore-airlines-travel-work
- Source: OpenAI
- Published: 2026-11-10
- Original headline: Singapore Airlines elevates travel & work with OpenAI technology
- Tags: [OpenAI](https://110010.art/tags/openai/)

Discover how Singapore Airlines uses OpenAI models and API to enhance customer support, travel discovery, and employee productivity, doubling CSAT for its Kris chatbot.

Coverage:
- OpenAI (2026-11-10): [Singapore Airlines elevates travel & work with OpenAI technology](https://openai.com/index/singapore-airlines-travel-work) -- lead source

### Meta releases Muse Ember, a lightweight model for agent execution

- Permalink: https://110010.art/s/e2ec4279c1174207/
- Original: https://simonwillison.net/2026/Nov/10/muse-ember/
- Source: Simon Willison (2 sources)
- Published: 2026-11-10
- Original headline: Introducing Our Smallest, Most Efficient Model: Muse Ember
- Tags: [GPT-6](https://110010.art/tags/gpt-6/), [Claude](https://110010.art/tags/claude/), [Meta](https://110010.art/tags/meta/)

Introducing Our Smallest, Most Efficient Model: Muse Ember
Meta AI just launched their entry in the Claude Haiku/GPT Luna category: Muse Ember, which they describe as:

[...] our smallest and most efficient model...

Coverage:
- TechCrunch AI (2026-11-09): [Meta releases Muse Ember, a new lightweight model for agent execution](https://techcrunch.com/2026/11/09/meta-releases-muse-ember-a-new-lightweight-model-for-agent-execution/)
- Simon Willison (2026-11-10): [Introducing Our Smallest, Most Efficient Model: Muse Ember](https://simonwillison.net/2026/Nov/10/muse-ember/) -- lead source

### UK government sites exposed private data across multiple departments, researcher finds through publicly available code

- Permalink: https://110010.art/s/3f104c9e23384ad8/
- Original: https://www.wired.com/story/security-flaws-across-uk-government-sites-exposed-god-tier-information/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: Security Flaws Across UK Government Sites Exposed ‘God-Tier’ Information

A researcher’s trawl through publicly available code found private information was at risk across multiple departments.

Coverage:
- Wired AI (2026-11-10): [Security Flaws Across UK Government Sites Exposed ‘God-Tier’ Information](https://www.wired.com/story/security-flaws-across-uk-government-sites-exposed-god-tier-information/) -- lead source

### Otter AI adds support for 27 languages and introduces a feature to follow conversations as speakers switch languages.

- Permalink: https://110010.art/s/680db2f00405489a/
- Original: https://techcrunch.com/2026/11/09/otter-ai-can-now-follow-conversations-across-30-languages/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Otter AI can now follow conversations across 30+ languages

Otter AI just added support for 27 languages and revealed an upcoming feature that can follow along if speakers switch between languages.

Coverage:
- TechCrunch AI (2026-11-10): [Otter AI can now follow conversations across 30+ languages](https://techcrunch.com/2026/11/09/otter-ai-can-now-follow-conversations-across-30-languages/) -- lead source

### OpenAI and Upwork find shifting demand for freelance work, new skill combinations, and larger budgets and hours for AI-related projects

- Permalink: https://110010.art/s/b1e3039941e241af/
- Original: https://openai.com/index/ai-effect-on-freelance-work
- Source: OpenAI
- Published: 2026-11-10
- Original headline: Work at the Frontier: AI’s effect on freelance work
- Tags: [OpenAI](https://110010.art/tags/openai/)

New research from OpenAI and Upwork finds shifting demand for freelance work, new skill combinations, and larger budgets and more hours for AI-related projects.

Coverage:
- OpenAI (2026-11-10): [Work at the Frontier: AI’s effect on freelance work](https://news.ycombinator.com/item?id=50443838) -- lead source

### Anthropic’s Claude Fable 5.2 tends to reflect prompt ownership; prompting that the code is its own changes the model’s handling of code ownership in tests

- Permalink: https://110010.art/s/acec53c7fa3d4342/
- Original: https://simonwillison.net/2026/Nov/10/prompting-claude-fable-52/
- Source: Simon Willison
- Published: 2026-11-10
- Original headline: Quoting Prompting Claude Fable 5.2
- Tags: [Claude Fable](https://110010.art/tags/claude-fable/), [Claude](https://110010.art/tags/claude/), [Anthropic](https://110010.art/tags/anthropic/)

Claude Fable 5.2 pays close attention to who owns the code it works on. In Anthropic’s testing on small coding tasks, the model tended to add to the existing structure when the prompt said nothing about ownership or...

Coverage:
- Simon Willison (2026-11-10): [Quoting Prompting Claude Fable 5.2](https://simonwillison.net/2026/Nov/10/prompting-claude-fable-52/) -- lead source

### Google DeepMind formally verified key parts of Signal’s security, showing the protocol works as intended.

- Permalink: https://110010.art/s/a0ccc11ad59e4ce2/
- Original: https://www.wired.com/story/a-new-ai-tool-from-google-deepmind-formally-verified-the-signal-protocol/
- Source: Wired AI (2 sources)
- Published: 2026-11-10
- Original headline: A New AI Tool From Google DeepMind Proved the Signal Protocol Is Secure
- Tags: [DeepMind](https://110010.art/tags/deepmind/)

DeepMind researchers were able to formally verify that the widely used encryption protocol works as intended. Their stretch goal? Do the same for “all the software of the world.”

Coverage:
- Wired AI (2026-11-10): [A New AI Tool From Google DeepMind Proved the Signal Protocol Is Secure](https://www.wired.com/story/a-new-ai-tool-from-google-deepmind-formally-verified-the-signal-protocol/) -- lead source
- Ars Technica AI (2026-11-11): [Google DeepMind just mathematically verified key parts of Signal](https://arstechnica.com/ai/2026/11/signals-encryption-just-passed-an-ai-powered-mathematical-checkup/)

### Yonkers rises as a mech and 3D map animation using OpenStreetMap data

- Permalink: https://110010.art/s/2a2e2f354a5845ba/
- Original: https://simonwillison.net/2026/Nov/10/yonkers-rises/
- Source: Simon Willison
- Published: 2026-11-10
- Original headline: Yonkers Rises
- Tags: [Claude Fable](https://110010.art/tags/claude-fable/), [Claude](https://110010.art/tags/claude/)

Tool: Yonkers Rises
        I realized I didn't know where Yonkers was, so I looked it up on Google Maps and then, to help embed its location and shape in my head (and to try out Claude Fable 5.2's 3D modeling and...

Coverage:
- Simon Willison (2026-11-10): [Yonkers Rises](https://simonwillison.net/2026/Nov/10/yonkers-rises/) -- lead source

### Nvidia’s AI advantage extends beyond GPUs with data center systems boosting efficiency through smarter traffic control rather than more processor cycles

- Permalink: https://110010.art/s/85ac0c435d764383/
- Original: https://techcrunch.com/2026/08/29/nvidias-ai-advantage-is-moving-beyond-the-gpu/
- Source: TechCrunch AI
- Published: 2026-11-10
- Original headline: Nvidia’s AI advantage is moving beyond the GPU
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

The new generation of data center systems is increasing efficiency with smarter traffic control instead of just more processor cycles.

Coverage:
- TechCrunch AI (2026-11-10): [Nvidia’s AI advantage is moving beyond the GPU](https://news.ycombinator.com/item?id=50435539) -- lead source

### Anthropic plans to move forward with IPO; Wall Street Journal reports valuation range to be set this week

- Permalink: https://110010.art/s/fd8c0b76fd234ff5/
- Original: https://techcrunch.com/2026/11/09/anthropic-reportedly-plans-to-move-forward-with-ipo-plans/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-10
- Original headline: Anthropic reportedly plans to move forward with IPO plans
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

The AI company is expected to set its valuation range this week, the Wall Street Journal reported.

Coverage:
- Hacker News (AI) (2026-11-09): [Anthropic IPO meets AI backlash](https://news.ycombinator.com/item?id=50422592)
- TechCrunch AI (2026-11-10): [Anthropic reportedly plans to move forward with IPO plans](https://techcrunch.com/2026/11/09/anthropic-reportedly-plans-to-move-forward-with-ipo-plans/) -- lead source
- Hacker News (AI) (2026-11-10): [Anthropic eyes $1.4T IPO valuation in test of Wall Street's AI fervor](https://news.ycombinator.com/item?id=50443910)
- Hacker News (AI) (2026-11-10): [Anthropic's IPO: A close look at AI frontrunner's rapid growth, spiraling costs](https://news.ycombinator.com/item?id=50444181)
- Hacker News (AI) (2026-11-11): [Anthropic says a key AI safety alarm has been triggered, days before its IPO](https://news.ycombinator.com/item?id=50456668)

### AI account rips off award-winning 2008 short ‘El Empleo’ to promote $49-a-month filmmaking classes; Patricio Plaza responds to AI knockoff drawing millions of views and copyright dispute"}

- Permalink: https://110010.art/s/a1246a8aa93d487b/
- Original: https://www.cartoonbrew.com/artificial-intelligence/el-empleo-unauthorized-ai-remake-269233.html
- Source: Cartoon Brew
- Published: 2026-11-10
- Original headline: AI Account Rips Off Award-Winning 2008 Short ‘El Empleo’ To Promote $49-A-Month ‘Filmmaking’ Classes (EXCLUSIVE)

Filmmaker Patricio Plaza responds after a 30-second AI knockoff of his hand-drawn 2008 classic attracts millions of views and sparks a copyright dispute.

Coverage:
- Cartoon Brew (2026-11-10): [AI Account Rips Off Award-Winning 2008 Short ‘El Empleo’ To Promote $49-A-Month ‘Filmmaking’ Classes (EXCLUSIVE)](https://www.cartoonbrew.com/artificial-intelligence/el-empleo-unauthorized-ai-remake-269233.html) -- lead source

### Paramount Skydance CEO says AI could be the biggest creative unlock in modern history

- Permalink: https://110010.art/s/6e3a31349b7a441a/
- Original: https://www.theverge.com/entertainment/1030510/paramount-skydance-david-ellison-ai
- Source: The Verge AI
- Published: 2026-11-10
- Original headline: David Ellison says AI could be the ‘biggest creative unlock in modern history’

During Paramount Skydance's latest earnings call, CEO David Ellison said "it's hard to imagine" AI won't have a bigger impact on the film industry than CGI. In response to a question about the company's outlook for...

Coverage:
- The Verge AI (2026-11-10): [David Ellison says AI could be the ‘biggest creative unlock in modern history’](https://www.theverge.com/entertainment/1030510/paramount-skydance-david-ellison-ai) -- lead source

### Hundreds of mundane AI apps hide sexually abusive deepfake features, WIRED reports 400 apps with secret capabilities for creating violent AI-generated images and video

- Permalink: https://110010.art/s/96d2c17467ff4933/
- Original: https://www.wired.com/story/hundreds-of-mundane-ai-apps-are-hiding-abusive-deepfake-features/
- Source: Wired AI
- Published: 2026-11-10
- Original headline: Hundreds of Mundane AI Apps Are Hiding Sexually Abusive Deepfake Features

WIRED uncovered some 400 apps and websites linked to Chinese-language developers that look like regular AI tools but had secret features that let users create violent AI-generated images and video.

Coverage:
- Wired AI (2026-11-10): [Hundreds of Mundane AI Apps Are Hiding Sexually Abusive Deepfake Features](https://news.ycombinator.com/item?id=50434418) -- lead source

### Pay for Hugging Face Hub with your Google Cloud account

- Permalink: https://110010.art/s/df4077e60eb9459f/
- Original: https://huggingface.co/blog/hub-gcp-marketplace
- Source: Hugging Face
- Published: 2026-11-10
- Original headline: Pay for Hugging Face Hub with your Google Cloud Account
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Coverage:
- Hugging Face (2026-11-10): [Pay for Hugging Face Hub with your Google Cloud Account](https://huggingface.co/blog/hub-gcp-marketplace) -- lead source

### Decision models in Hugging Face

- Permalink: https://110010.art/s/6cb61b1e268d49a0/
- Original: https://huggingface.co/blog/decision
- Source: Hugging Face
- Published: 2026-11-10
- Original headline: Decision Models in Hugging Face
- Tags: [Jev](https://110010.art/tags/jev/), [Hugging Face](https://110010.art/tags/hugging-face/)

Coverage:
- Hugging Face (2026-11-10): [Decision Models in Hugging Face](https://huggingface.co/blog/decision) -- lead source

### Cogent and OpenAI build cyber defense factories for enterprises; Cogent combines OpenAI models with enterprise context to automatically remediate vulnerabilities with agents.

- Permalink: https://110010.art/s/da09f9903914472c/
- Original: https://openai.com/index/cogent-security
- Source: OpenAI
- Published: 2026-11-10
- Original headline: Cogent and OpenAI build cyber defense factories for enterprises
- Tags: [OpenAI](https://110010.art/tags/openai/)

Cogent combines OpenAI models with enterprise context to help automatically remediate vulnerabilities with agents.

Coverage:
- OpenAI (2026-11-10): [Cogent and OpenAI build cyber defense factories for enterprises](https://openai.com/index/cogent-security) -- lead source

### Anthropic releases Fable 5.2 and Mythos 5.2, added to llm-anthropic for running prompts through Fable 5.2; best result shown at xhigh with max failed t

- Permalink: https://110010.art/s/879010f56192462c/
- Original: https://simonwillison.net/2026/Nov/9/llm-anthropic/
- Source: Simon Willison
- Published: 2026-11-09
- Original headline: llm-anthropic 0.31
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/), [Claude Mythos](https://110010.art/tags/claude-mythos/)

Release: llm-anthropic 0.31
        Anthropic released Fable 5.2 and Mythos 5.2 today. Fable 5.2 is currently ranked first on Artificial Analysis. Anthropic say it "solved two open problems in the physics of black...

Coverage:
- Simon Willison (2026-11-09): [llm-anthropic 0.31](https://simonwillison.net/2026/Nov/9/llm-anthropic/) -- lead source

### Locating the source of a mysterious beep with Claude

- Permalink: https://110010.art/s/7d9c9a2bebd046d9/
- Original: https://simonwillison.net/2026/Nov/9/mysterious-beeps/
- Source: Simon Willison
- Published: 2026-11-09
- Tags: [Claude](https://110010.art/tags/claude/)

Our house has a box room, full of boxes that we still haven't unpacked from our last move. A couple of weeks ago something in that room started intermittently beeping. The beeps were far enough apart that standing in...

Coverage:
- Simon Willison (2026-11-09): [Locating the source of a mysterious beep with Claude](https://simonwillison.net/2026/Nov/9/mysterious-beeps/) -- lead source

### What could China get from Jensen Huang?

- Permalink: https://110010.art/s/a766d3a498324e61/
- Original: https://www.theverge.com/ai-artificial-intelligence/1030328/what-could-china-get-from-jensen-huang
- Source: The Verge AI (2 sources)
- Published: 2026-11-09
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

It's difficult to overstate Nvidia's power in today's AI landscape. The company's chips are the bedrock upon which advanced AI technology in the US is being built, and demand has consistently outpaced supply for...

Coverage:
- The Verge AI (2026-11-09): [What could China get from Jensen Huang?](https://www.theverge.com/ai-artificial-intelligence/1030328/what-could-china-get-from-jensen-huang) -- lead source
- The Verge AI (2026-11-10): [The US is winning the AI race. Jensen Huang could have blown it](https://news.ycombinator.com/item?id=50446591)
- Hacker News (AI) (2026-11-11): [Tech Allies Rally Behind Jensen Huang, Calling Him Vital in AI Race (Gift Link)](https://news.ycombinator.com/item?id=50455721)

### Global pledge to use AI for climate good criticized as ineffective; pledge framed as impractical by critic

- Permalink: https://110010.art/s/16846f25c17d482d/
- Original: https://www.theverge.com/science/1030252/ai-data-center-climate-pledge-united-nations-cop31
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: The global pledge to use AI for climate good is a cruel joke

At this point, reading through the latest splashy pledge to use AI for the good of the environment feels like downing a nonalcoholic beer. Admittedly, I'm suspicious from the onset. How can this be good? But I love...

Coverage:
- The Verge AI (2026-11-09): [The global pledge to use AI for climate good is a cruel joke](https://www.theverge.com/science/1030252/ai-data-center-climate-pledge-united-nations-cop31) -- lead source

### Free-ClaudeOpus-5.5 launches with 10B parameter model for open-source Claude-compatible assistant

- Permalink: https://110010.art/s/748d9b745b8b4003/
- Original: https://github.com/liujiaqi2024/Free-ClaudeOpus-5.5
- Source: GitHub Trending (AI)
- Published: 2026-11-09
- Original headline: liujiaqi2024/Free-ClaudeOpus-5.5:

★ 72 stars

Coverage:
- GitHub Trending (AI) (2026-11-09): [liujiaqi2024/Free-ClaudeOpus-5.5:](https://github.com/liujiaqi2024/Free-ClaudeOpus-5.5) -- lead source

### Gemini Robotics 2.5 accelerates real-world general dexterity; DeepMind reveals Gemini Robotics 2.5 and open safety benchmark ASIMOV-jailbreak

- Permalink: https://110010.art/s/5002cd011bb342d9/
- Original: https://deepmind.google/blog/gemini-robotics-2-5-accelerates-real-world-physical-intelligence/
- Source: Google DeepMind (2 sources)
- Published: 2026-11-09
- Original headline: Gemini Robotics 2.5 accelerates real-world general dexterity
- Tags: [Gemini](https://110010.art/tags/gemini/)

Our most capable vision-language-action model enhances robot dexterity, reliability, and safety

Coverage:
- Google DeepMind (2026-11-09): [Gemini Robotics 2.5 accelerates real-world general dexterity](https://deepmind.google/blog/gemini-robotics-2-5-accelerates-real-world-physical-intelligence/) -- lead source
- Ars Technica AI (2026-11-10): [DeepMind reveals Gemini Robotics 2.5 and open safety benchmark "ASIMOV-jailbreak"](https://arstechnica.com/google/2026/11/deepmind-reveals-gemini-robotics-2-5-and-open-safety-benchmark-asimov-jailbreak/)

### Backlash about data centers may reflect concerns about electricity

- Permalink: https://110010.art/s/064638c14c034bb6/
- Original: https://www.technologyreview.com/2026/11/09/1148194/the-backlash-about-data-centers-might-really-just-be-about-electricity/
- Source: MIT Technology Review AI (2 sources)
- Published: 2026-11-09
- Original headline: The backlash about data centers might really just be about electricity

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. As voters went to the polls across the US last week, I was in Ashburn,...

Coverage:
- MIT Technology Review AI (2026-11-09): [The backlash about data centers might really just be about electricity](https://www.technologyreview.com/2026/11/09/1148194/the-backlash-about-data-centers-might-really-just-be-about-electricity/) -- lead source
- TechCrunch AI (2026-11-11): [How backlash and red tape continue to slow data centers post-Blue Wave](https://techcrunch.com/podcast/how-backlash-and-red-tape-continue-to-slow-data-centers-post-blue-wave/)
- TechCrunch AI (2026-11-11): [Why the data center you dread might never even be built](https://techcrunch.com/video/why-the-data-center-you-dread-might-never-even-be-built/)

### Apple’s $50 intelligence usage packs extend access to some AI features

- Permalink: https://110010.art/s/2e4cba2d6acc4222/
- Original: https://www.theverge.com/tech/1030084/apple-intelligence-usage-packs-ai-features-creator-studio-logic-pro
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: Apple’s $50 Intelligence Usage Packs extend access to some AI features

After publishing a support article in early September outlining usage limits for some Apple Intelligence features, the company has updated Logic Pro with an option to "Buy More Usage" for a one-time purchase price of...

Coverage:
- The Verge AI (2026-11-09): [Apple’s $50 Intelligence Usage Packs extend access to some AI features](https://www.theverge.com/tech/1030084/apple-intelligence-usage-packs-ai-features-creator-studio-logic-pro) -- lead source

### ChatGPT Enterprise now available through AWS Marketplace

- Permalink: https://110010.art/s/eb8ae2028bf844c2/
- Original: https://openai.com/index/chatgpt-enterprise-aws-marketplace
- Source: OpenAI
- Published: 2026-11-09
- Original headline: ChatGPT Enterprise now available in AWS Marketplace
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

ChatGPT Enterprise is now available through AWS Marketplace, helping organizations simplify procurement through existing AWS purchasing and billing relationships.

Coverage:
- OpenAI (2026-11-09): [ChatGPT Enterprise now available in AWS Marketplace](https://openai.com/index/chatgpt-enterprise-aws-marketplace) -- lead source

### Anthropic announces Claude Fable 5.2 and Claude Mythos 5.2 with improvements in coding, reasoning, and vision; faster outputs than 5.1 versions

- Permalink: https://110010.art/s/427d9bc0c00242ca/
- Original: https://www.theverge.com/ai-artificial-intelligence/1030005/anthropic-claude-fable-mythos-5-2
- Source: The Verge AI (2 sources)
- Published: 2026-11-09
- Original headline: Anthropic launches new Claude Fable and Mythos 5.2 models
- Tags: [Claude Fable](https://110010.art/tags/claude-fable/), [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/), [Claude Mythos](https://110010.art/tags/claude-mythos/)

Anthropic is announcing two new models today: Claude Fable 5.2 and Claude Mythos 5.2, which it says are designed to take on "daunting" technical challenges. The company claims the new models show improvements in...

Coverage:
- The Verge AI (2026-11-09): [Anthropic launches new Claude Fable and Mythos 5.2 models](https://news.ycombinator.com/item?id=50430026) -- lead source
- TechCrunch AI (2026-11-09): [Anthropic releases new Mythos and Fable models amid RSI concerns](https://techcrunch.com/2026/11/09/anthropic-releases-new-mythos-and-fable-models-amid-rsi-concerns/)

### Instagram launches Effect Builder to generate custom filters for Stories from AI prompts (US, 18+)

- Permalink: https://110010.art/s/36138032bde5409a/
- Original: https://www.theverge.com/tech/1030061/instagram-ai-effect-builder-filters
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: Instagram’s Effect Builder makes new filters from AI prompts

After expanding its Edits app to macOS last week, Instagram's next move is launching this Effect Builder that generates custom filters for your Stories posts with AI. Available now for US residents who are over 18,...

Coverage:
- The Verge AI (2026-11-09): [Instagram’s Effect Builder makes new filters from AI prompts](https://www.theverge.com/tech/1030061/instagram-ai-effect-builder-filters) -- lead source

### The future of AI hinges on Jensen Huang’s behavior; arXiv paper examines the National Security Incident and related commentary

- Permalink: https://110010.art/s/d2f9587c2ab64e60/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029990/jensen-huang-the-spy-who-loved-me
- Source: The Verge AI (3 sources)
- Published: 2026-11-09
- Original headline: The future of AI hinges on… Jensen Huang’s sex life?

I would prefer that these people's sex lives were none of my business but I guess we have to talk about Jensen Huang and the National Security Incident. Who could have guessed that the guy who was out here signing...

Coverage:
- The Verge AI (2026-11-09): [The future of AI hinges on… Jensen Huang’s sex life?](https://www.theverge.com/ai-artificial-intelligence/1029990/jensen-huang-the-spy-who-loved-me) -- lead source
- TechCrunch AI (2026-11-09): [Jensen Huang reportedly engaged a PR firm with a history of handling  high-profile sex scandals a year ago](https://techcrunch.com/2026/11/09/jensen-huang-reportedly-engaged-a-pr-firm-with-a-history-of-handling-high-profile-sex-scandals-a-year-ago/)
- Wired AI (2026-11-11): [China’s Nvidia Honeypot Isn’t Surprising. Jensen Huang Fell for It Anyway](https://www.wired.com/story/chinas-nvidia-honeypot-isnt-surprising-jensen-huang-fell-for-it-anyway/)

### Claude Code exposes secrets on GitHub as passwords and API keys are revealed by a fatal prompt.

- Permalink: https://110010.art/s/6ebdcf4f8f5d4049/
- Original: https://arstechnica.com/ai/2026/11/claude-code-settings-files-expose-thousands-of-secrets-on-github/
- Source: Ars Technica AI
- Published: 2026-11-09
- Original headline: Claude Code is accidentally exposing secrets all over GitHub
- Tags: [Claude](https://110010.art/tags/claude/)

"Do not ask again" prompt leads to passwords, API keys, and more being shared.

Coverage:
- Ars Technica AI (2026-11-09): [Claude Code is accidentally exposing secrets all over GitHub](https://news.ycombinator.com/item?id=50448813) -- lead source

### Show HN: STE80 Humanizer – de-AI text by writing 80% of the way to ASD-STE100

- Permalink: https://110010.art/s/8c380ea8fa3247b7/
- Original: https://github.com/Dodaios/ste80-humanizer
- Source: GitHub Trending (AI)
- Published: 2026-11-09
- Original headline: Dodaios/ste80-humanizer: STE80 Humanizer: agent skill that removes AI tells and rewrites text 80% of the way to ASD-STE100 (Simplified Technical English), the method Andrej Karpathy shared.

★ 443 stars

Coverage:
- GitHub Trending (AI) (2026-11-09): [Dodaios/ste80-humanizer: STE80 Humanizer: agent skill that removes AI tells and rewrites text 80% of the way to ASD-STE100 (Simplified Technical English), the method Andrej Karpathy shared.](https://news.ycombinator.com/item?id=50429144) -- lead source

### Apple cuts internal AI usage budgets to reduce spending.

- Permalink: https://110010.art/s/01ef428643144606/
- Original: https://techcrunch.com/2026/11/04/apple-is-reportedly-cutting-budgets-for-its-internal-ai-usage/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-09
- Original headline: Apple is reportedly cutting budgets for its internal AI usage

The tokenmaxxing frenzy has been short-lived as bills for said tokens came due, and companies decided that token rationing might be a more fiscally sensible approach.

Coverage:
- Hacker News (AI) (2026-11-04): [Apple Is Putting Employees on an AI Budget](https://news.ycombinator.com/item?id=50371544)
- Hacker News (AI) (2026-11-05): [Apple cuts employee AI budgets in cost-control push](https://news.ycombinator.com/item?id=50378467)
- Hacker News (AI) (2026-11-05): [Apple Cuts Internal AI Usage Budgets in Move to Reduce Spending](https://news.ycombinator.com/item?id=50379157)
- TechCrunch AI (2026-11-09): [Apple is reportedly cutting budgets for its internal AI usage](https://news.ycombinator.com/item?id=50428366) -- lead source

### Scott Wiener could influence federal AI policy after winning Pelosi’s San Francisco seat

- Permalink: https://110010.art/s/258d3f45539643f2/
- Original: https://www.technologyreview.com/2026/11/09/1148182/nancy-pelosis-replacement-is-ready-to-regulate-ai/
- Source: MIT Technology Review AI
- Published: 2026-11-09
- Original headline: Nancy Pelosi’s replacement is ready to regulate AI

As a California state senator, Scott Wiener authored legislation aimed at curbing the risks of advanced AI. Now, after winning a tight congressional race for former Speaker of the House Nancy Pelosi’s open San...

Coverage:
- MIT Technology Review AI (2026-11-09): [Nancy Pelosi’s replacement is ready to regulate AI](https://www.technologyreview.com/2026/11/09/1148182/nancy-pelosis-replacement-is-ready-to-regulate-ai/) -- lead source

### Anthropic buys $3.4B worth of natural gas turbines for AI data centers

- Permalink: https://110010.art/s/c15666a4b8ce4350/
- Original: https://techcrunch.com/2026/11/09/anthropic-joins-ais-natural-gas-frenzy-buys-3-4b-worth-of-turbines/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-09
- Original headline: Anthropic joins AI’s natural gas frenzy, buys $3.4B worth of turbines
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Anthropic bought billions of dollars' worth of natural gas turbines in a deal that could give it buyer's remorse.

Coverage:
- Hacker News (AI) (2026-11-09): [Anthropic secures $3.4B generator deal for AI data centers](https://news.ycombinator.com/item?id=50421371)
- TechCrunch AI (2026-11-09): [Anthropic joins AI’s natural gas frenzy, buys $3.4B worth of turbines](https://news.ycombinator.com/item?id=50436103) -- lead source

### Medium's new TK app brings AI assistance directly into the writing process

- Permalink: https://110010.art/s/767e2de35d874a93/
- Original: https://techcrunch.com/2026/11/09/mediums-new-tk-app-brings-ai-assistance-directly-into-the-writing-process/
- Source: TechCrunch AI
- Published: 2026-11-09
- Original headline: Medium’s new TK app brings AI assistance directly into the writing process

Medium's new writing app embraces AI-assisted writing, despite growing controversy over the technology's role in publishing.

Coverage:
- TechCrunch AI (2026-11-09): [Medium’s new TK app brings AI assistance directly into the writing process](https://techcrunch.com/2026/11/09/mediums-new-tk-app-brings-ai-assistance-directly-into-the-writing-process/) -- lead source

### Trump downplays AI safety concerns on 60 Minutes and says the DOJ is managing the risk; reports indicate he framed the risk as not real and suggested potential action against an AI executive

- Permalink: https://110010.art/s/acc4ed2fa82148fa/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029802/trump-60-minutes-ai
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: Trump’s 60 Minutes interview touched on AI safety, threat to arrest an AI exec

Asked about AI executives' warnings about their models' safety on 60 Minutes, Trump said, "I think that the risk is not nearly as real as it- as they talk, and I think the risk can be managed, and it's managed." He...

Coverage:
- The Verge AI (2026-11-09): [Trump’s 60 Minutes interview touched on AI safety, threat to arrest an AI exec](https://www.theverge.com/ai-artificial-intelligence/1029802/trump-60-minutes-ai) -- lead source

### Disney and Adobe team up to develop proprietary artist-led generative AI models for Disney’s production pipeline; partnership announced at Adobe MAX conference

- Permalink: https://110010.art/s/8b6a76bd12b042cc/
- Original: https://www.theverge.com/tech/1029773/disney-adobe-generative-ai-partnership
- Source: The Verge AI (2 sources)
- Published: 2026-11-09
- Original headline: Disney and Adobe are building generative AI tools together

The Walt Disney Company has teamed up with Adobe to develop proprietary "artist-led" generative AI models to support Disney's production pipeline. The multiyear partnership was announced today at Adobe's MAX...

Coverage:
- The Verge AI (2026-11-09): [Disney and Adobe are building generative AI tools together](https://news.ycombinator.com/item?id=50429073) -- lead source
- Cartoon Brew (2026-11-09): [Disney Partners With Adobe On AI Tools That Turn Artists’ Sketches Into Finished Concept Art](https://www.cartoonbrew.com/artificial-intelligence/disney-adobe-generative-ai-partnership-269226.html)

### RIAA CEO and chairman Mitch Glazier discusses music industry litigation history and copyright enforcement; interview reflects on Napster era impact

- Permalink: https://110010.art/s/0594160123be46e9/
- Original: https://www.theverge.com/podcast/1029684/riaa-mitch-glazier-napster-ai-labels-music
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: Hold up — I had a great time talking to the RIAA guy

Today, I’m talking with Mitch Glazier, who is CEO and chairman of the RIAA. This conversation was a real full-circle moment for me: I was in college when Napster hit, and the RIAA became everyone’s villain for suing...

Coverage:
- The Verge AI (2026-11-09): [Hold up — I had a great time talking to the RIAA guy](https://www.theverge.com/podcast/1029684/riaa-mitch-glazier-napster-ai-labels-music) -- lead source

### Nemotron-Personas-Finance-Japan: a synthetic dataset capturing Japan's demographics and financial context

- Permalink: https://110010.art/s/c0bbeea251074768/
- Original: https://huggingface.co/blog/nvidia/nemotron-personas-finance-japan
- Source: Hugging Face
- Published: 2026-11-09
- Original headline: Nemotron-Personas-Finance-Japan: A Synthetic Dataset Capturing Japan's Demographics and Financial Context
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hugging Face (2026-11-09): [Nemotron-Personas-Finance-Japan: A Synthetic Dataset Capturing Japan's Demographics and Financial Context](https://huggingface.co/blog/nvidia/nemotron-personas-finance-japan) -- lead source

### Kanter uses AI to continue antitrust fight in private sector; launches venture with Doha Mekki

- Permalink: https://110010.art/s/fae26924d51546a1/
- Original: https://www.theverge.com/policy/1029652/kanter-doj-biden-legal-tech
- Source: The Verge AI
- Published: 2026-11-09
- Original headline: Jonathan Kanter is using AI to take on Big Tech

When Jonathan Kanter stepped down as head of the Justice Department's Antitrust Division in 2024, he set out to keep fighting to dismantle illegal monopolies. But this time, he's continuing the fight in the private...

Coverage:
- The Verge AI (2026-11-09): [Jonathan Kanter is using AI to take on Big Tech](https://www.theverge.com/policy/1029652/kanter-doj-biden-legal-tech) -- lead source

### Automattic debuts a platform to deploy vibe coding apps amid a changing internet; Automattic aims to compete with Lovable with Spacefast

- Permalink: https://110010.art/s/44acd82236014a2b/
- Original: https://techcrunch.com/2026/11/09/automattic-debuts-a-platform-to-deploy-vibe-coding-apps-amid-a-changing-internet/
- Source: TechCrunch AI
- Published: 2026-11-09
- Original headline: Automattic debuts a platform to deploy vibe-coding apps amid a changing internet

Automattic aims to compete with the likes of Lovable with Spacefast.

Coverage:
- TechCrunch AI (2026-11-09): [Automattic debuts a platform to deploy vibe-coding apps amid a changing internet](https://techcrunch.com/2026/11/09/automattic-debuts-a-platform-to-deploy-vibe-coding-apps-amid-a-changing-internet/) -- lead source

### Free textbook “Theory of LLMs and AI-lab practice” and laboratory in TypeScript by ilyautov/llm-manual-lab

- Permalink: https://110010.art/s/229c3334db334078/
- Original: https://github.com/ilyautov/llm-manual-lab
- Source: GitHub Trending (AI)
- Published: 2026-11-09
- Original headline: ilyautov/llm-manual-lab: Бесплатный учебник «Теория LLM и практика AI-лаборатории» и лаборатория на TypeScript

★ 8 stars

Coverage:
- GitHub Trending (AI) (2026-11-09): [ilyautov/llm-manual-lab: Бесплатный учебник «Теория LLM и практика AI-лаборатории» и лаборатория на TypeScript](https://github.com/ilyautov/llm-manual-lab) -- lead source

### OpenAI introduces Control Room for human control over AI workloads, enabling tracking of model workloads across the research infrastructure and rapid stopping on safety or security concerns.

- Permalink: https://110010.art/s/2c33296f0fbc4a88/
- Original: https://openai.com/index/introducing-control-room
- Source: OpenAI
- Published: 2026-11-09
- Original headline: Introducing Control Room: Human control over AI workloads
- Tags: [OpenAI](https://110010.art/tags/openai/)

Learn how OpenAI’s Control Room tracks model workloads across our research infrastructure and can rapidly stop them when safety or security concerns arise.

Coverage:
- OpenAI (2026-11-09): [Introducing Control Room: Human control over AI workloads](https://openai.com/index/introducing-control-room) -- lead source
- OpenAI (2026-11-09): [Control Room: A central system to track and stop model workloads across our research infrastructure](https://openai.com/index/control-room)

### Lubrizol accelerates chemical innovation through AI, cloud computing, and advanced modeling to connect new technologies with reliable data and expert insight

- Permalink: https://110010.art/s/6b2f5ae1374342f2/
- Original: https://www.technologyreview.com/2026/11/09/1147654/innovating-with-ai-in-the-special-chemicals-industry/
- Source: MIT Technology Review AI
- Published: 2026-11-09
- Original headline: Innovating with AI in the special chemicals industry

As companies look to accelerate innovation with artificial intelligence, cloud computing, and advanced modeling, the primary challenge is connecting new technologies to reliable data, scientific expertise, and the...

Coverage:
- MIT Technology Review AI (2026-11-09): [Innovating with AI in the special chemicals industry](https://www.technologyreview.com/2026/11/09/1147654/innovating-with-ai-in-the-special-chemicals-industry/) -- lead source

### Your experts have partners; there’s hope for keeping them together

- Permalink: https://110010.art/s/8235d6e923ba49a5/
- Original: https://huggingface.co/blog/amazon/higher-order-pruning-experts
- Source: Hugging Face
- Published: 2026-11-09
- Original headline: Your Experts Have Partners. There's HOPE for Keeping Them Together

Coverage:
- Hugging Face (2026-11-09): [Your Experts Have Partners. There's HOPE for Keeping Them Together](https://huggingface.co/blog/amazon/higher-order-pruning-experts) -- lead source

### What is an API endpoint? A guide to connected software; ElevenLabs

- Permalink: https://110010.art/s/c6282616126c4902/
- Original: https://news.google.com/rss/articles/CBMiX0FVX3lxTE9oS0NHNEd6a05WVlZ3LWo2TFItVkRQWXNfZHE4M01YU2FYaFMzQ0xPRmpJZWhjX3BEc2lxWlE3eEo1cHB3QWVMajhxM01sLWkwYlR1Mk1iUGc3YnBNUnBz?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-09
- Original headline: What is an API endpoint? A guide to connected software - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

What is an API endpoint? A guide to connected software  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-09): [What is an API endpoint? A guide to connected software - ElevenLabs](https://news.google.com/rss/articles/CBMiX0FVX3lxTE9oS0NHNEd6a05WVlZ3LWo2TFItVkRQWXNfZHE4M01YU2FYaFMzQ0xPRmpJZWhjX3BEc2lxWlE3eEo1cHB3QWVMajhxM01sLWkwYlR1Mk1iUGc3YnBNUnBz?oc=5) -- lead source

### ElevenAgents Campaign Manager works every contact to an outcome.

- Permalink: https://110010.art/s/7795e06db6c84ebf/
- Original: https://news.google.com/rss/articles/CBMiZ0FVX3lxTE0yd2tKNVhMbXBFS0pHby1wVmFkUkJKamFZRFFYRkItYWVqREk2aU05RmVvZUd0YkFCdHZTNW1tUzk5MXhzcmk2VnVyMmVuZ1I4SU4xRkNEQkdQUG9ERXJOOE5KcVFqLTg?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-09
- Original headline: Introducing ElevenAgents Campaign Manager - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Introducing ElevenAgents Campaign Manager  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-09): [Introducing ElevenAgents Campaign Manager - ElevenLabs](https://news.google.com/rss/articles/CBMiZ0FVX3lxTE0yd2tKNVhMbXBFS0pHby1wVmFkUkJKamFZRFFYRkItYWVqREk2aU05RmVvZUd0YkFCdHZTNW1tUzk5MXhzcmk2VnVyMmVuZ1I4SU4xRkNEQkdQUG9ERXJOOE5KcVFqLTg?oc=5) -- lead source

### Authors can defend against AI allegations with ‘paper trail’ tools; industry grapples with provenance concerns

- Permalink: https://110010.art/s/80d36276617a4c0e/
- Original: https://www.wired.com/story/authors-can-defend-against-ai-allegations-with-paper-trail-tools/
- Source: Wired AI
- Published: 2026-11-09
- Original headline: Authors Can Defend Against AI Allegations With ‘Paper Trail’ Tools. Is It Enough?

As the publishing industry wrestles with paranoia over the provenance of manuscripts, writers are caught in an impossible bind.

Coverage:
- Wired AI (2026-11-09): [Authors Can Defend Against AI Allegations With ‘Paper Trail’ Tools. Is It Enough?](https://www.wired.com/story/authors-can-defend-against-ai-allegations-with-paper-trail-tools/) -- lead source

### Project Lighthouse — shining AI on the pages history never read: transcriptions, deep reads and findings from the notebooks of Gauss, Riemann, Euler and more

- Permalink: https://110010.art/s/33819d9b6c9d4745/
- Original: https://github.com/professorsolderin/project-lighthouse
- Source: GitHub Trending (AI)
- Published: 2026-11-09
- Original headline: professorsolderin/project-lighthouse: Project Lighthouse — shining AI on the pages history never read: transcriptions, deep reads and findings from the notebooks of Gauss, Riemann, Euler and more

★ 80 stars

Coverage:
- GitHub Trending (AI) (2026-11-09): [professorsolderin/project-lighthouse: Project Lighthouse — shining AI on the pages history never read: transcriptions, deep reads and findings from the notebooks of Gauss, Riemann, Euler and more](https://github.com/professorsolderin/project-lighthouse) -- lead source

### Kuken Industries uses the OpenAI API to search 70 years of cooling tower drawings, finding a repair drawing in 4.5 minutes (down from nearly an hour).

- Permalink: https://110010.art/s/44e30723b6674434/
- Original: https://openai.com/index/kuken
- Source: OpenAI
- Published: 2026-11-09
- Original headline: Kuken Industries searches 70 years of drawings in minutes
- Tags: [OpenAI](https://110010.art/tags/openai/)

Kuken Industries uses the OpenAI API to search 70 years of cooling tower drawings. Engineers can find the drawing for a repair in 4.5 minutes, down from nearly an hour.

Coverage:
- OpenAI (2026-11-09): [Kuken Industries searches 70 years of drawings in minutes](https://openai.com/index/kuken) -- lead source

### CodeRabbit uses OpenAI models to govern and trust AI-generated code and Codex to ship 20 times more software with the same engineering team.

- Permalink: https://110010.art/s/06a4c7e9a76d419d/
- Original: https://openai.com/index/coderabbit-codex-daybreak
- Source: OpenAI
- Published: 2026-11-09
- Original headline: CodeRabbit scales agentic software development and ships 20x more
- Tags: [OpenAI](https://110010.art/tags/openai/)

CodeRabbit uses OpenAI models to govern and trust AI-generated code and Codex to ship 20 times more software with the same engineering team.

Coverage:
- OpenAI (2026-11-09): [CodeRabbit scales agentic software development and ships 20x more](https://openai.com/index/coderabbit-codex-daybreak) -- lead source

### Bikers and bug-lovers protest Google data center east of London; campaigners try to block the facility.

- Permalink: https://110010.art/s/db51bddb3b4440e7/
- Original: https://www.wired.com/story/bug-activists-and-biker-gang-members-are-teaming-up-to-protest-data-centers/
- Source: Wired AI
- Published: 2026-11-09
- Original headline: Bikers and Bug-Lovers Join Forces to Fight a New Google Data Center

As data center protests break out across Europe, a mismatched band of campaigners is trying to block Google from building a sprawling new facility east of London.

Coverage:
- Wired AI (2026-11-09): [Bikers and Bug-Lovers Join Forces to Fight a New Google Data Center](https://www.wired.com/story/bug-activists-and-biker-gang-members-are-teaming-up-to-protest-data-centers/) -- lead source

### Nvidia investigates Jensen Huang over his relationship with a suspected Chinese spy; Yale’s Jeffrey Sonnenfeld says it’s about a 50-50 chance Huang remains CEO.

- Permalink: https://110010.art/s/f1a874e385154775/
- Original: https://techcrunch.com/2026/11/08/is-jensen-huangs-job-on-the-line-yales-jeffrey-sonnenfeld-estimates-its-about-a-50-50/
- Source: TechCrunch AI (4 sources)
- Published: 2026-11-09
- Original headline: Is Jensen Huang’s job on the line? Yale’s Jeffrey Sonnenfeld estimates it’s ‘about a 50-50’
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Nvidia’s board is investigating Jensen Huang over his relationship with a suspected Chinese spy, and Yale’s Jeffrey Sonnenfeld thinks it’s roughly a coin flip whether Huang stays on as CEO.

Coverage:
- TechCrunch AI (2026-11-09): [Is Jensen Huang’s job on the line? Yale’s Jeffrey Sonnenfeld estimates it’s ‘about a 50-50’](https://techcrunch.com/2026/11/08/is-jensen-huangs-job-on-the-line-yales-jeffrey-sonnenfeld-estimates-its-about-a-50-50/) -- lead source
- Wired AI (2026-11-09): [Jensen Huang Hired a PR Firm Known for Handling Sex Scandals Last Year](https://www.wired.com/story/nvidia-ceo-jensen-huang-hired-a-pr-firm-known-for-handling-sex-scandals-last-year/)
- TechCrunch AI (2026-11-09): [Jensen Huang pulls out of ElevenLabs Summit amid Nvidia controversy](https://techcrunch.com/2026/11/09/jensen-huang-pulls-out-of-elevenlabs-summit-amid-nvidia-controversy/)
- TechCrunch AI (2026-11-09): [The race is on to sue Nvidia](https://techcrunch.com/2026/11/09/the-race-is-on-to-sue-nvidia/)
- The Verge AI (2026-11-09): [Here’s what Trump said he knew about Jensen Huang](https://www.theverge.com/tech/1030446/trump-jensen-huang-press-conference)
- TechCrunch AI (2026-11-11): [Is Jensen Huang’s bad behavior more commonplace than it seems?](https://techcrunch.com/2026/11/11/is-jensen-huangs-bad-behavior-more-commonplace-than-it-seems/)
- TechCrunch AI (2026-11-11): [Congress to call Jensen Huang in to answer for alleged Chinese spy affair](https://techcrunch.com/2026/11/11/congress-to-call-jensen-huang-in-to-answer-for-alleged-chinese-spy-affair/)
- r/LocalLLaMA (2026-11-11): [Nvidia is Preparing to Oust Nvidia CEO Jensen Huang](https://www.reddit.com/r/LocalLLaMA/comments/1xtvsi7/nvidia_is_preparing_to_oust_nvidia_ceo_jensen/)
- The Verge AI (2026-11-11): [Nvidia is reportedly preparing to fire Jensen Huang](https://www.theverge.com/tech/1031652/jensen-huang-rumor)
- TechCrunch AI (2026-11-11): [Nvidia’s stock drops as board reportedly preps to oust CEO Jensen Huang](https://techcrunch.com/2026/11/11/nvidias-stock-drops-as-board-reportedly-preps-to-oust-ceo-jensen-huang/)
- TechCrunch AI (2026-11-12): [Who could replace Jensen Huang? A highly unscientific list of possible successors](https://techcrunch.com/2026/11/11/who-could-replace-jensen-huang-a-highly-unscientific-list-of-possible-successors/)

### NVIDIA and Korea expand collaboration across sovereign AI ecosystem, linking AI semiconductors, data centers, talent, startups, models, agents and security

- Permalink: https://110010.art/s/4bad825e4fac43a8/
- Original: https://blogs.nvidia.com/blog/korea-sovereign-ai-collaboration/
- Source: NVIDIA Blog
- Published: 2026-11-09
- Original headline: From Chips to Skills, NVIDIA and Korea Expand Sovereign AI Collaboration
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

NVIDIA and Korea’s Ministry of Science and ICT (MSIT) are expanding their collaboration across the country’s sovereign AI ecosystem, from AI semiconductors and data center infrastructure to talent, startups, models,...

Coverage:
- NVIDIA Blog (2026-11-09): [From Chips to Skills, NVIDIA and Korea Expand Sovereign AI Collaboration](https://blogs.nvidia.com/blog/korea-sovereign-ai-collaboration/) -- lead source
- NVIDIA Blog (2026-11-09): [Korea’s AI Ecosystem Advances and Secures Agentic AI With NVIDIA](https://blogs.nvidia.com/blog/korea-secure-agentic-ai/)
- NVIDIA Blog (2026-11-09): [Korea Advances Physical AI Across Industries With NVIDIA](https://blogs.nvidia.com/blog/korea-physical-ai-ecosystem/)
- NVIDIA Blog (2026-11-09): [NVIDIA Announces New Planned Investments in Korean Startups at the MSIT-NVIDIA AI Startup Partnership Forum](https://blogs.nvidia.com/blog/korean-startup-investments-msit/)
- NVIDIA Blog (2026-11-10): [NVIDIA Expands Open Source Commitment With OpenShell Donation and New AI Infrastructure](https://blogs.nvidia.com/blog/open-source-openshell-infrastructure/)

### Paul Ford’s The Web Is More Than Enough explores the limits of the web; Hacker News discussion and Simon Willison demos a Nudibranch-themed Faberge Egg in Three.js

- Permalink: https://110010.art/s/0c9863b59cb9480a/
- Original: https://simonwillison.net/2026/Nov/9/hn-50421091/
- Source: Simon Willison
- Published: 2026-11-09
- Original headline: The Web Is More Than Enough, by Paul Ford
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/)

My comment on The Web Is More Than Enough, by Paul Ford — Hacker News.OK, this comment convinced me to give that a shot.
Here's a thing I made in Three.js this morning - a Nudibranch themed Faberge Egg:...

Coverage:
- Simon Willison (2026-11-09): [The Web Is More Than Enough, by Paul Ford](https://simonwillison.net/2026/Nov/9/hn-50421091/) -- lead source

### Agents generate PR descriptions that are too accurate and comprehensive, making them difficult to differentiate from human-written notes

- Permalink: https://110010.art/s/219ff55eb5854780/
- Original: https://simonwillison.net/2026/Nov/9/details-summary/
- Source: Simon Willison
- Published: 2026-11-09
- Original headline: Hide your slop PR descriptions behind <details><summary>
- Tags: [Claude](https://110010.art/tags/claude/)

Most of the changes I make to my projects these days come in the form of PRs opened for me by Claude Code or Codex. The PR is my unit of work - I use them to bundle commits together, iterating on them until a feature...

Coverage:
- Simon Willison (2026-11-09): [Hide your slop PR descriptions behind <details><summary>](https://simonwillison.net/2026/Nov/9/details-summary/) -- lead source

### BookLeme converts a book into an agent skill with a dual-engine architecture, pluggable genre plugins, and word-for-word fidelity checking

- Permalink: https://110010.art/s/d968ed686a4e4373/
- Original: https://github.com/bookleme/bookleme
- Source: GitHub Trending (AI)
- Published: 2026-11-09
- Original headline: bookleme/bookleme: 读了么（BookLeme）· 把一本书编译成 Agent Skill —— 双引擎 + 可插拔体裁插件 + 逐字忠实度回验

★ 148 stars

Coverage:
- GitHub Trending (AI) (2026-11-09): [bookleme/bookleme: 读了么（BookLeme）· 把一本书编译成 Agent Skill —— 双引擎 + 可插拔体裁插件 + 逐字忠实度回验](https://github.com/bookleme/bookleme) -- lead source

### parse_number() as a SQLite extension: C vs Rust

- Permalink: https://110010.art/s/700303ab211248eb/
- Original: https://simonwillison.net/2026/Nov/8/sqlite-parse-number-c-vs-rust/
- Source: Simon Willison
- Published: 2026-11-08
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/)

Research: parse_number() as a SQLite extension: C vs Rust
        I was out walking the dog when I got curious about how easy/difficult it would be to write a SQLite C extension that adds a parse_number() function...

Coverage:
- Simon Willison (2026-11-08): [parse_number() as a SQLite extension: C vs Rust](https://simonwillison.net/2026/Nov/8/sqlite-parse-number-c-vs-rust/) -- lead source

### Apple accelerates Siri roadmap to deliver a more agentic AI assistant, Bloomberg reports.

- Permalink: https://110010.art/s/fec3e688a11849e3/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029552/apple-siri-ai-agentic
- Source: The Verge AI
- Published: 2026-11-08
- Original headline: Apple is racing to make Siri more agentic
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/), [OpenAI](https://110010.art/tags/openai/), [Meta](https://110010.art/tags/meta/)

Bloomberg's Mark Gurman says CEO John Ternus is pressuring AI czar Craig Federighi to accelerate the Siri roadmap and deliver a powerful AI agent that can compete with OpenAI's Dots or Meta's Muse. While Federighi...

Coverage:
- The Verge AI (2026-11-08): [Apple is racing to make Siri more agentic](https://www.theverge.com/ai-artificial-intelligence/1029552/apple-siri-ai-agentic) -- lead source

### Elvis Presley assets and Eminem publisher sue Suno over allegedly generated music and lyrics that imitate the artists.

- Permalink: https://110010.art/s/16f97e9ecbae46a6/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029533/elvis-eminem-suno-ai-music-clone-lawsuit
- Source: The Verge AI
- Published: 2026-11-08
- Original headline: Elvis and Eminem rights holders are suing Suno
- Tags: [Suno](https://110010.art/tags/suno/)

Suno is facing yet another pair of lawsuits. A group of rights holders of Elvis Presley's music and the publisher of some of Eminem's biggest records are suing the AI music company, claiming it illegally generates...

Coverage:
- The Verge AI (2026-11-08): [Elvis and Eminem rights holders are suing Suno](https://www.theverge.com/ai-artificial-intelligence/1029533/elvis-eminem-suno-ai-music-clone-lawsuit) -- lead source

### Open trust checker for cancer mutation scores evaluates evidence AlphaMissense and ESM1b earn in oncogenes vs tumour suppressors

- Permalink: https://110010.art/s/4025350ecdd147fb/
- Original: https://github.com/notaaaronfr/koel
- Source: GitHub Trending (AI)
- Published: 2026-11-08
- Original headline: notaaaronfr/koel: Open trust checker for cancer mutation scores: how much evidence AlphaMissense and ESM1b earn in oncogenes vs tumour suppressors. Open data only, research use only.

★ 5 stars

Coverage:
- GitHub Trending (AI) (2026-11-08): [notaaaronfr/koel: Open trust checker for cancer mutation scores: how much evidence AlphaMissense and ESM1b earn in oncogenes vs tumour suppressors. Open data only, research use only.](https://github.com/notaaaronfr/koel) -- lead source

### RapidSailorFreeze/studsmith releases a free AI agent for Roblox Studio that plans, writes Luau, diffs changes, and tests its own edits; Windows app. 免费的 Roblox Studio AI 智能体。

- Permalink: https://110010.art/s/91ac99235d9749b6/
- Original: https://github.com/RapidSailorFreeze/studsmith
- Source: GitHub Trending (AI)
- Published: 2026-11-08
- Original headline: RapidSailorFreeze/studsmith: Free AI agent for Roblox Studio: plans, writes Luau, shows a diff and playtests its own changes. Windows app. 免费的 Roblox Studio AI 智能体。

★ 95 stars

Coverage:
- GitHub Trending (AI) (2026-11-08): [RapidSailorFreeze/studsmith: Free AI agent for Roblox Studio: plans, writes Luau, shows a diff and playtests its own changes. Windows app. 免费的 Roblox Studio AI 智能体。](https://github.com/RapidSailorFreeze/studsmith) -- lead source

### NYT Cooking adds beta AI-powered recipe modifier to swap ingredients and adjust recipes; users report it mostly hits the mark

- Permalink: https://110010.art/s/f2551838321b467e/
- Original: https://www.wired.com/story/nyt-cooking-new-ai-powered-recipe-modifier-is-pretty-good/
- Source: Wired AI
- Published: 2026-11-08
- Original headline: I Used NYT Cooking’s New AI-Powered Recipe Modifier, and It’s Actually Pretty Good

The New York Times has added a beta feature to its Cooking app that helps readers swap ingredients or adjust recipes to suit their needs. It mostly hits the mark.

Coverage:
- Wired AI (2026-11-08): [I Used NYT Cooking’s New AI-Powered Recipe Modifier, and It’s Actually Pretty Good](https://www.wired.com/story/nyt-cooking-new-ai-powered-recipe-modifier-is-pretty-good/) -- lead source

### LiveWall — Live wallpaper for desktop opens-source project with 71 stars

- Permalink: https://110010.art/s/1bf5fc58ffb043bc/
- Original: https://github.com/elunboundfiremail/LiveWall---Live-Wallpaper-For-Desktop
- Source: GitHub Trending (AI)
- Published: 2026-11-08
- Original headline: elunboundfiremail/LiveWall---Live-Wallpaper-For-Desktop:

★ 312 stars

Coverage:
- GitHub Trending (AI) (2026-11-08): [elunboundfiremail/LiveWall---Live-Wallpaper-For-Desktop:](https://github.com/elunboundfiremail/LiveWall---Live-Wallpaper-For-Desktop) -- lead source

### World models simulate real-world physics to teach robots and autonomous cars how to navigate reality; moving AI from text to 3D space is discussed.

- Permalink: https://110010.art/s/0a03040faded4f16/
- Original: https://www.wired.com/story/world-models-will-soon-be-inescapable-what-you-need-to-know/
- Source: Wired AI
- Published: 2026-11-08
- Original headline: World Models Will Soon Be Inescapable. Here’s What You Need to Know

Moving AI from text to 3D space, world models simulate real-world physics to teach robots and autonomous cars how to navigate reality.

Coverage:
- Wired AI (2026-11-08): [World Models Will Soon Be Inescapable. Here’s What You Need to Know](https://www.wired.com/story/world-models-will-soon-be-inescapable-what-you-need-to-know/) -- lead source

### Gradient-free weight editing reduces overthinking in Qwen3.8-27B; analysis code and evaluation artifacts are disclosed

- Permalink: https://110010.art/s/2a643a4f6a424fb3/
- Original: https://github.com/conceptcountry/weight-space-programming
- Source: GitHub Trending (AI) (2 sources)
- Published: 2026-11-08
- Original headline: conceptcountry/weight-space-programming: Gradient-free weight editing reduces overthinking in Qwen3.8-27B — analysis code and evaluation artifacts
- Tags: [Qwen](https://110010.art/tags/qwen/)

★ 25 stars

Coverage:
- GitHub Trending (AI) (2026-11-08): [conceptcountry/weight-space-programming: Gradient-free weight editing reduces overthinking in Qwen3.8-27B — analysis code and evaluation artifacts](https://github.com/conceptcountry/weight-space-programming) -- lead source
- r/LocalLLaMA (2026-11-09): [Weight-space programming: editing Qwen3.5 into a top decision model](https://www.reddit.com/r/LocalLLaMA/comments/1xruwlf/weightspace_programming_editing_qwen35_into_a_top/)

### Mixture of Scars enables static weight compression and O(1) SCache KV-cache replacement for LLMs and hardware integration

- Permalink: https://110010.art/s/85ec8afebe4e47e6/
- Original: https://github.com/byte-od/mixture-of-scars
- Source: GitHub Trending (AI)
- Published: 2026-11-08
- Original headline: byte-od/mixture-of-scars: Breaking the barrier between LLMs and hardware. Mixture of Scars (MoS) static weight compression & SCache O(1) constant KV-cache replacement.

★ 8 stars

Coverage:
- GitHub Trending (AI) (2026-11-08): [byte-od/mixture-of-scars: Breaking the barrier between LLMs and hardware. Mixture of Scars (MoS) static weight compression & SCache O(1) constant KV-cache replacement.](https://github.com/byte-od/mixture-of-scars) -- lead source

### Anthropic warns that it is very close to RSI capability, defined as AI that trains itself to dramatically accelerate its own capabilities.

- Permalink: https://110010.art/s/a19499add3434cb8/
- Original: https://techcrunch.com/2026/11/02/anthropic-warns-that-its-very-close-to-rsi-capability-aka-self-building-ai/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-08
- Original headline: Anthropic warns that it’s very close to RSI capability, aka self-building AI
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

RSI is the point at which AI grows so good at training itself that it spawns a dramatic acceleration of AI capabilities. To the AI doomers, RSI represents the cataclysm from which there is no return.

Coverage:
- Hacker News (AI) (2026-11-03): [Anthropic warns its AI could be dangerous. So why do people want to invest?](https://news.ycombinator.com/item?id=50351573)
- TechCrunch AI (2026-11-08): [Anthropic warns that it’s very close to RSI capability, aka self-building AI](https://news.ycombinator.com/item?id=50409992) -- lead source

### Midterms cast uncertainty over Elon Musk and data centers; Equity analyzes implications for the tech industry

- Permalink: https://110010.art/s/c6981b63d0da4944/
- Original: https://techcrunch.com/2026/11/07/after-the-midterms-things-are-looking-rocky-for-elon-musk-and-data-centers/
- Source: TechCrunch AI
- Published: 2026-11-07
- Original headline: After the midterms, things are looking rocky for Elon Musk and data centers

On Equity, we unpacked what the midterms mean for the tech industry.

Coverage:
- TechCrunch AI (2026-11-07): [After the midterms, things are looking rocky for Elon Musk and data centers](https://techcrunch.com/2026/11/07/after-the-midterms-things-are-looking-rocky-for-elon-musk-and-data-centers/) -- lead source

### AI usage limits in the GNOME top bar: Claude, Codex, Gemini, Copilot, API balances

- Permalink: https://110010.art/s/259a752903994046/
- Original: https://github.com/ensignalp/kota
- Source: GitHub Trending (AI)
- Published: 2026-11-07
- Original headline: ensignalp/kota: AI kullanım limitleri GNOME üst panelinde — Claude, Codex, Gemini, Copilot, API bakiyeleri · AI usage limits in the GNOME top bar
- Tags: [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

★ 87 stars

Coverage:
- GitHub Trending (AI) (2026-11-07): [ensignalp/kota: AI kullanım limitleri GNOME üst panelinde — Claude, Codex, Gemini, Copilot, API bakiyeleri · AI usage limits in the GNOME top bar](https://github.com/ensignalp/kota) -- lead source

### FortunaVision opens public preview with chart-first market and treasury workstation combining TradingView chart engine with Fortuna SVG engine, Auto Levels, regime, order flow, dealer gamma, and tools

- Permalink: https://110010.art/s/4f3d5b06701d4087/
- Original: https://github.com/Turboheartblaze/resp-fortuna-vision-public-preview
- Source: GitHub Trending (AI)
- Published: 2026-11-07
- Original headline: Turboheartblaze/resp-fortuna-vision-public-preview: 👁️ FortunaVision — chart-first market + treasury workstation, static, no keys: TradingView's open-source chart engine beside Fortuna's SVG engine, Auto Levels, regime, order flow, dealer gamma, drawings, indicator files, a command line, and a Treas

★ 40 stars

Coverage:
- GitHub Trending (AI) (2026-11-07): [Turboheartblaze/resp-fortuna-vision-public-preview: 👁️ FortunaVision — chart-first market + treasury workstation, static, no keys: TradingView's open-source chart engine beside Fortuna's SVG engine, Auto Levels, regime, order flow, dealer gamma, drawings, indicator files, a command line, and a Treas](https://github.com/Turboheartblaze/resp-fortuna-vision-public-preview) -- lead source

### NYT Cooking’s AI assistant saved my weeknight chicken, but almost ruined my cake

- Permalink: https://110010.art/s/c3e8fe69f5ec4614/
- Original: https://www.theverge.com/tech/1029489/nyt-cooking-ai-assistant-review
- Source: The Verge AI
- Published: 2026-11-07

Around 7PM each weeknight, I find myself standing in front of the fridge, trying to decide on something for dinner that won't make my husband complain, "Chicken again?" Yes, I should meal plan more, but I don't, so...

Coverage:
- The Verge AI (2026-11-07): [NYT Cooking’s AI assistant saved my weeknight chicken, but almost ruined my cake](https://www.theverge.com/tech/1029489/nyt-cooking-ai-assistant-review) -- lead source

### US commerce approval allows Nvidia to ship H200 chips to firms in China with empty offices; NYT notes New Matrix on the approved list despite no physical presence

- Permalink: https://110010.art/s/e64df390a9f64241/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029483/nvidia-ai-chips-china-blacklist-government
- Source: The Verge AI
- Published: 2026-11-07
- Original headline: The US let Nvidia sell chips to an empty office in China
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Concerns are being raised that neither the Commerce Department nor Nvidia are doing their due diligence when it comes to vetting Chinese firms cleared to handle the company's H200 AI chips. According to The New York...

Coverage:
- The Verge AI (2026-11-07): [The US let Nvidia sell chips to an empty office in China](https://www.theverge.com/ai-artificial-intelligence/1029483/nvidia-ai-chips-china-blacklist-government) -- lead source

### AI disrupts cybersecurity; what comes next?

- Permalink: https://110010.art/s/e306c4e5d50549b6/
- Original: https://www.theverge.com/podcast/1029038/ai-cybersecurity-hackers-data-breach-dark-age-alex-stamos
- Source: The Verge AI
- Published: 2026-11-07
- Original headline: AI broke the cybersecurity world. What’s next?

Today, I’m talking with Alex Stamos, chief security officer at Cognition and longtime cybersecurity expert, about what a mess cybersecurity is right now. This episode is part one of a special series looking at AI in...

Coverage:
- The Verge AI (2026-11-07): [AI broke the cybersecurity world. What’s next?](https://www.theverge.com/podcast/1029038/ai-cybersecurity-hackers-data-breach-dark-age-alex-stamos) -- lead source

### Anthropic’s AI models are improving roughly twice as fast as a year ago, according to a METR report

- Permalink: https://110010.art/s/afb0fea1b7454644/
- Original: https://www.theverge.com/ai-artificial-intelligence/1029126/anthropic-metr-report-accelerating-ai-development
- Source: The Verge AI (2 sources)
- Published: 2026-11-07
- Original headline: Why a new report on Anthropic automating AI development is alarming researchers
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Anthropic is using AI to build more powerful AI. And it appears to be working remarkably well, with the company's models improving roughly twice as quickly as a year ago, with little indication of slowing down....

Coverage:
- Hacker News (AI) (2026-11-05): [Anthropic's models improving nearly twice as fast with help from AI, study finds](https://news.ycombinator.com/item?id=50382422)
- Hacker News (AI) (2026-11-05): [Independent Assessment of AI R&D Acceleration at Anthropic in October 2026](https://news.ycombinator.com/item?id=50383902)
- Hacker News (AI) (2026-11-06): [Anthropic is rapidly accelerating AI development amid slowdown calls](https://news.ycombinator.com/item?id=50390830)
- The Verge AI (2026-11-07): [Why a new report on Anthropic automating AI development is alarming researchers](https://www.theverge.com/ai-artificial-intelligence/1029126/anthropic-metr-report-accelerating-ai-development) -- lead source

### Apps for caregivers gain AI features, but caregiver well-being remains unsolved.

- Permalink: https://110010.art/s/8794024697b84d94/
- Original: https://www.wired.com/story/apps-for-caregivers-get-a-dose-of-ai-but-that-might-not-be-enough/
- Source: Wired AI
- Published: 2026-11-07
- Original headline: Apps for Caregivers Get a Dose of AI, but That Might Not Be Enough

The apps and platforms that help family caregivers manage their loved ones’ needs are becoming more capable, but the broader issue of caregivers’ well-being remains unsolved.

Coverage:
- Wired AI (2026-11-07): [Apps for Caregivers Get a Dose of AI, but That Might Not Be Enough](https://www.wired.com/story/apps-for-caregivers-get-a-dose-of-ai-but-that-might-not-be-enough/) -- lead source

### NamtaoProductions/0rwx.com: 72 stars

- Permalink: https://110010.art/s/8177a523f1b44b62/
- Original: https://github.com/NamtaoProductions/0rwx.com
- Source: GitHub Trending (AI)
- Published: 2026-11-07
- Original headline: NamtaoProductions/0rwx.com:

★ 103 stars

Coverage:
- GitHub Trending (AI) (2026-11-07): [NamtaoProductions/0rwx.com:](https://github.com/NamtaoProductions/0rwx.com) -- lead source

### Midterms signal changes for Big Tech as it shifts from White House engagement to Democratic alignment; impact on states, locals, and markets remains to be seen

- Permalink: https://110010.art/s/ec486f0a1ef94dc8/
- Original: https://techcrunch.com/2026/11/06/from-the-front-row-to-the-hot-seat-what-the-midterms-mean-for-big-tech/
- Source: TechCrunch AI
- Published: 2026-11-07
- Original headline: From the front row to the hot seat — what the midterms mean for Big Tech

After spending two years getting cozy with the White House, Big Tech is suddenly trying to make friends with Democrats, and the open question is whether that image makeover can hold up against what states, local...

Coverage:
- TechCrunch AI (2026-11-07): [From the front row to the hot seat — what the midterms mean for Big Tech](https://techcrunch.com/2026/11/06/from-the-front-row-to-the-hot-seat-what-the-midterms-mean-for-big-tech/) -- lead source

### Crusoe sells troubled Wyoming data center project to Google; the deal highlights challenges of developing massive AI data centers.

- Permalink: https://110010.art/s/621b00b2526e4d10/
- Original: https://techcrunch.com/2026/11/06/crusoe-sells-troubled-wyoming-data-center-project-to-google/
- Source: TechCrunch AI
- Published: 2026-11-07
- Original headline: Crusoe sells troubled Wyoming data center project to Google

The deal highlights the challenges of developing massive AI data centers.

Coverage:
- TechCrunch AI (2026-11-07): [Crusoe sells troubled Wyoming data center project to Google](https://techcrunch.com/2026/11/06/crusoe-sells-troubled-wyoming-data-center-project-to-google/) -- lead source

### Megaspeed executive Alice Huang recruited by China’s MSS to spy on Nvidia CEO Jensen Huang, per The New York Times and US intelligence memo.

- Permalink: https://110010.art/s/2ec20dd3f9c44281/
- Original: https://www.theverge.com/tech/1029338/nvidia-ceo-jensen-huang-china-spy
- Source: The Verge AI (5 sources)
- Published: 2026-11-06
- Original headline: China reportedly recruited AI exec to spy on Jensen Huang
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

China's intelligence agency recruited Megaspeed executive Alice Huang to spy on Nvidia CEO Jensen Huang, according to The New York Times. The Ministry of State Security (MSS) enlisted her to glean information about...

Coverage:
- The Verge AI (2026-11-06): [China reportedly recruited AI exec to spy on Jensen Huang](https://www.theverge.com/tech/1029338/nvidia-ceo-jensen-huang-china-spy) -- lead source
- TechCrunch AI (2026-11-07): [Megaspeed exec was recruited to spy on Nvidia CEO, according to US intelligence memo](https://techcrunch.com/2026/11/07/chinese-exec-was-recruited-to-spy-on-nvidia-ceo-according-to-us-intelligence-memo/)
- The Verge AI (2026-11-08): [Nvidia is investigating Jensen Huang’s relationship with an alleged Chinese spy](https://www.theverge.com/ai-artificial-intelligence/1029562/nvidia-investigating-jensen-huang-relationship-chinese-spy)
- TechCrunch AI (2026-11-08): [Nvidia will investigate CEO Jensen Huang’s relationship with possible Chinese spy](https://techcrunch.com/2026/11/08/nvidia-says-its-investigating-ceo-jensen-huangs-relationship-with-possible-chinese-spy/)
- The Verge AI (2026-11-08): [Here’s the full text of Jensen Huang’s memo to Nvidia](https://www.theverge.com/ai-artificial-intelligence/1029595/full-text-jensen-huang-affair-memo-nvidia)
- Ars Technica AI (2026-11-09): [Nvidia CEO's affair becomes a national security problem](https://arstechnica.com/tech-policy/2026/11/ceo-jensen-huang-admits-affair-as-nvidia-probes-possible-chinese-espionage/)
- TechCrunch AI (2026-11-09): [Jensen Huang’s affair with alleged Chinese spy puts Nvidia’s China ambitions under scrutiny](https://techcrunch.com/2026/11/09/jensen-huangs-affair-with-alleged-chinese-spy-puts-nvidias-china-ambitions-under-scrutiny/)
- TechCrunch AI (2026-11-09): [A short seller flagged Nvidia CEO’s ties to a suspected Chinese spy six months before the scandal](https://techcrunch.com/2026/11/09/a-short-seller-flagged-nvidia-ceos-ties-to-a-suspected-chinese-spy-six-months-before-the-scandal/)
- Wired AI (2026-11-10): [Jensen Huang’s Troubles Leave the AI Industry Reeling](https://www.wired.com/story/jensen-huangs-troubles-leaves-the-ai-industry-reeling/)
- r/LocalLLaMA (2026-11-10): [Nobody wondering why the US takes Nvidia CEO affair public?](https://www.reddit.com/r/LocalLLaMA/comments/1xsljn6/nobody_wondering_why_the_us_takes_nvidia_ceo/)
- TechCrunch AI (2026-11-10): [Nvidia CEO Jensen Huang’s affair with alleged Chinese spy: a timeline](https://techcrunch.com/2026/11/10/nvidia-ceo-jensen-huangs-affair-with-alleged-chinese-spy-a-timeline/)
- TechCrunch AI (2026-11-11): [Jensen Huang accused of having another affair — with an Nvidia exec](https://techcrunch.com/2026/11/11/jensen-huang-accused-of-having-another-affair-with-a-nvidia-exec/)
- The Verge AI (2026-11-12): [Nvidia CEO Jensen Huang resigns amid spy, affair scandals](https://www.theverge.com/ai-artificial-intelligence/1031689/jensen-huang-fired-nvidia)
- TechCrunch AI (2026-11-12): [The unfolding Jensen Huang scandal: a timeline](https://techcrunch.com/2026/11/12/nvidia-ceo-jensen-huangs-affair-with-alleged-chinese-spy-a-timeline/)
- The Verge AI (2026-11-12): [Nvidia CEO Jensen Huang has resigned. What happens next?](https://www.theverge.com/ai-artificial-intelligence/1030422/nvidia-jensen-huang-ai-china-alice-huang)

### OpenAI raises an additional $11 billion as part of an ongoing funding round at a $1.25 trillion valuation

- Permalink: https://110010.art/s/939d8f4de39a4b0a/
- Original: https://techcrunch.com/2026/11/06/openai-reportedly-raises-an-additional-11-billion-at-a-1-25-trillion-valuation/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-06
- Original headline: OpenAI reportedly raises an additional $11 billion at a $1.25 trillion valuation
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI has reportedly raised an additional $11 billion as part of a funding round that hasn't closed yet but is expected to in the coming weeks.

Coverage:
- TechCrunch AI (2026-11-06): [OpenAI reportedly raises an additional $11 billion at a $1.25 trillion valuation](https://techcrunch.com/2026/11/06/openai-reportedly-raises-an-additional-11-billion-at-a-1-25-trillion-valuation/) -- lead source
- The Verge AI (2026-11-06): [OpenAI valued at $1.25 trillion, as rival Anthropic nears its IPO](https://www.theverge.com/ai-artificial-intelligence/1029380/openai-1-25-trillion-investment-valuation)

### Speed up image generation with FLUX 3 Image Klein on NVIDIA Blackwell GPUs

- Permalink: https://110010.art/s/9933b4fc783e4ca8/
- Original: https://developer.nvidia.com/blog/speed-up-image-generation-with-flux-3-image-klein-on-nvidia-blackwell-gpus/
- Source: NVIDIA Developer
- Published: 2026-11-06
- Original headline: Speed Up Image Generation with FLUX 3 Image Klein on NVIDIA Blackwell GPUs
- Tags: [Blackwell](https://110010.art/tags/blackwell/), [NVIDIA](https://110010.art/tags/nvidia/), [Flux](https://110010.art/tags/flux/)

When deploying diffusion models in design tools, image editors, and visual production workflows, developers must account for inference latency. Generating an...

Coverage:
- NVIDIA Developer (2026-11-06): [Speed Up Image Generation with FLUX 3 Image Klein on NVIDIA Blackwell GPUs](https://developer.nvidia.com/blog/speed-up-image-generation-with-flux-3-image-klein-on-nvidia-blackwell-gpus/) -- lead source

### Bike-share demand forecasting: RMSE compared across raw, encoded, scaled and engineered features

- Permalink: https://110010.art/s/9f250ac8b091497a/
- Original: https://github.com/hexsyro/ride-demand-forecaster
- Source: GitHub Trending (AI)
- Published: 2026-11-06
- Original headline: hexsyro/ride-demand-forecaster: Bike-share demand forecasting: RMSE compared across raw, encoded, scaled and engineered features.

★ 36 stars

Coverage:
- GitHub Trending (AI) (2026-11-06): [hexsyro/ride-demand-forecaster: Bike-share demand forecasting: RMSE compared across raw, encoded, scaled and engineered features.](https://github.com/hexsyro/ride-demand-forecaster) -- lead source

### Pixar’s executive shakeup; ‘Wildwood’ gains ground; Chomet AI questions

- Permalink: https://110010.art/s/dbfa9cb75ab049f0/
- Original: https://www.cartoonbrew.com/newsletter/pixars-executive-shakeup-wildwood-gains-ground-chomet-ai-questions-269148.html
- Source: Cartoon Brew
- Published: 2026-11-06
- Original headline: Pixar’s Executive Shakeup; ‘Wildwood’ Gains Ground; Chomet AI Questions

First, we owe you a correction. We initially described Sylvain Chomet’s Dior ad as hand-drawn, but evidence of possible AI use has raised questions that neither Dior nor Chomet has … Continued

Coverage:
- Cartoon Brew (2026-11-06): [Pixar’s Executive Shakeup; ‘Wildwood’ Gains Ground; Chomet AI Questions](https://www.cartoonbrew.com/newsletter/pixars-executive-shakeup-wildwood-gains-ground-chomet-ai-questions-269148.html) -- lead source

### Delaware plan would let AI agents run entire businesses, with owners of AI-run firms said to evade liability for "reckless" AI, Comer says.

- Permalink: https://110010.art/s/90c85d5aab0949ff/
- Original: https://arstechnica.com/tech-policy/2026/10/no-human-at-the-helm-delaware-plan-would-let-ai-agents-run-entire-businesses/
- Source: Ars Technica AI
- Published: 2026-11-06
- Original headline: "No human at the helm": Delaware plan would let AI agents run entire businesses

Owners of AI-run firms would evade liability for "reckless" AI, US Rep. Comer says.

Coverage:
- Ars Technica AI (2026-11-06): ["No human at the helm": Delaware plan would let AI agents run entire businesses](https://news.ycombinator.com/item?id=50396682) -- lead source

### Hundreds of Artex AI hacking tools exposed on publicly accessible servers

- Permalink: https://110010.art/s/568af81c8d38405d/
- Original: https://techcrunch.com/2026/11/06/hundreds-of-artex-ai-hacking-tools-found-publicly-exposed-to-the-web/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: Hundreds of Artex AI hacking tools found publicly exposed to the web

Security researchers found hundreds of servers hosting the penetration testing tool Artex exposed to the internet, allowing anyone access to the hacking tool.

Coverage:
- TechCrunch AI (2026-11-06): [Hundreds of Artex AI hacking tools found publicly exposed to the web](https://techcrunch.com/2026/11/06/hundreds-of-artex-ai-hacking-tools-found-publicly-exposed-to-the-web/) -- lead source

### Meta introduces Spaces as a new way to interact with Muse agents

- Permalink: https://110010.art/s/b68e925245fa4e08/
- Original: https://techcrunch.com/2026/11/06/meta-introduces-spaces-a-new-way-to-collaborate-with-your-muse-agent/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: Meta introduces Spaces, a new way to collaborate with your Muse agent
- Tags: [Meta](https://110010.art/tags/meta/), [Meta Muse](https://110010.art/tags/meta-muse/)

Meta's Muse agents continue to get new features and integrations. Spaces promises to be a new way to interact with the AI helpers.

Coverage:
- TechCrunch AI (2026-11-06): [Meta introduces Spaces, a new way to collaborate with your Muse agent](https://techcrunch.com/2026/11/06/meta-introduces-spaces-a-new-way-to-collaborate-with-your-muse-agent/) -- lead source

### Free Chinese AI models show strong hacking abilities in simulated networks; DeepSeek and GLM approach OpenAI’s top cyber model

- Permalink: https://110010.art/s/f2dfc529c3dc42af/
- Original: https://www.wired.com/story/free-chinese-ai-models-are-getting-scary-good-at-hacking/
- Source: Wired AI
- Published: 2026-11-06
- Original headline: Free Chinese AI Models Are Getting Scary Good at Hacking
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [OpenAI](https://110010.art/tags/openai/)

An experiment in which AI models were asked to break into simulated networks showed the hacking skills of DeepSeek and GLM to be not far behind OpenAI’s most advanced cyber model, which isn’t public.

Coverage:
- Wired AI (2026-11-06): [Free Chinese AI Models Are Getting Scary Good at Hacking](https://www.wired.com/story/free-chinese-ai-models-are-getting-scary-good-at-hacking/) -- lead source

### AI Manus is a general-purpose AI agent system that supports running various tools and operations in a sandbox environment

- Permalink: https://110010.art/s/01d8c4295c094733/
- Original: https://github.com/monirchemrubd/ai-manus
- Source: GitHub Trending (AI)
- Published: 2026-11-06
- Original headline: monirchemrubd/ai-manus: AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment.

★ 81 stars

Coverage:
- GitHub Trending (AI) (2026-11-06): [monirchemrubd/ai-manus: AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment.](https://github.com/monirchemrubd/ai-manus) -- lead source
- GitHub Trending (AI) (2026-11-06): [quyetcao/ai-manus: AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment.](https://github.com/quyetcao/ai-manus)
- GitHub Trending (AI) (2026-11-07): [SinceGalaxyquiver49740/ai--manus: AI Manus is a general-purpose AI Agent system that supports running various tools and operations in a sandbox environment.](https://github.com/SinceGalaxyquiver49740/ai--manus)

### Meta drops proposed commercial terms; says Facebook page owners won’t be forced to allow AI training on linked content

- Permalink: https://110010.art/s/fd5851b1e1d34dce/
- Original: https://arstechnica.com/tech-policy/2026/11/does-meta-think-we-cant-read-meta-abandons-sketchy-commercial-terms-update/
- Source: Ars Technica AI
- Published: 2026-11-06
- Original headline: “Does Meta think we can’t read?” Meta abandons sketchy commercial terms update.
- Tags: [Meta](https://110010.art/tags/meta/)

Meta won't force Facebook page owners to allow AI training on linked content.

Coverage:
- Ars Technica AI (2026-11-06): [“Does Meta think we can’t read?” Meta abandons sketchy commercial terms update.](https://arstechnica.com/tech-policy/2026/11/does-meta-think-we-cant-read-meta-abandons-sketchy-commercial-terms-update/) -- lead source

### After the midterms, the AI industry faces potential regulatory headwinds and policy shifts; early results suggest increased data center restrictions could affect tech investment

- Permalink: https://110010.art/s/8c07f52d3cdc4059/
- Original: https://techcrunch.com/video/after-the-midterms-is-the-ai-industry-in-for-a-rough-two-years/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: After the midterms, is the AI industry in for a rough two years?

Democrats’ historic victories in this week’s U.S. midterm elections could also transform the tech industry. The public voted on 41 data center-related ballot measures on Tuesday — in all but one, the majority voted...

Coverage:
- TechCrunch AI (2026-11-06): [After the midterms, is the AI industry in for a rough two years?](https://techcrunch.com/video/after-the-midterms-is-the-ai-industry-in-for-a-rough-two-years/) -- lead source
- TechCrunch AI (2026-11-06): [How a Blue Wave midterm might reshape the AI industry](https://techcrunch.com/podcast/how-a-blue-wave-midterm-might-reshape-the-ai-industry/)

### Correction and apology over AI use in Sylvain Chomet’s Dior ad, amid questions about its hand-drawn claims

- Permalink: https://110010.art/s/3c84bffdfa74496d/
- Original: https://www.cartoonbrew.com/artificial-intelligence/sylvain-chomet-dior-ad-ai-use-269124.html
- Source: Cartoon Brew
- Published: 2026-11-06
- Original headline: On The Use Of AI In Sylvain Chomet’s Dior Ad: A Correction And An Apology

Suspicious imagery (check the hands, always the hands) suggests AI use in Sylvain Chomet’s Dior ad, raising questions about its hand-drawn claims.

Coverage:
- Cartoon Brew (2026-11-06): [On The Use Of AI In Sylvain Chomet’s Dior Ad: A Correction And An Apology](https://www.cartoonbrew.com/artificial-intelligence/sylvain-chomet-dior-ad-ai-use-269124.html) -- lead source

### Critics flag AI products as not worth the cost; concerns include data-center noise, unreliable agents, and excessive spending vs. payoff, with mention of refrigerators for blood storage in Europe

- Permalink: https://110010.art/s/032cecd0d6b24b1e/
- Original: https://simonwillison.net/2026/Nov/6/nilay-patel/
- Source: Simon Willison
- Published: 2026-11-06
- Original headline: Quoting Nilay Patel

The products aren't good enough to sell people on the costs.
You cannot tell people that you have to listen to the whine of a data center in their backyard for AI overviews and some of the most hilarious deep fake...

Coverage:
- Simon Willison (2026-11-06): [Quoting Nilay Patel](https://simonwillison.net/2026/Nov/6/nilay-patel/) -- lead source

### AI becomes a new dating dealbreaker in a user survey; influencers and researchers note its impact on match decisions.

- Permalink: https://110010.art/s/76879ca7ad1a40e8/
- Original: https://www.theverge.com/ai-artificial-intelligence/1028609/ai-dating-feelings-doomers-singularity
- Source: The Verge AI
- Published: 2026-11-06
- Original headline: AI is the new dating dealbreaker

When Irene moved to San Francisco last year, she started using dating apps as a way to meet new people, get to know her new city, and connect with others who care about the things she does. After the 25-year-old...

Coverage:
- The Verge AI (2026-11-06): [AI is the new dating dealbreaker](https://www.theverge.com/ai-artificial-intelligence/1028609/ai-dating-feelings-doomers-singularity) -- lead source

### Non-human staff and nine AI coworkers collect 3D name badges; download bilingual PNGs (Chinese/English) from 风花AI实验室 on WeChat public account

- Permalink: https://110010.art/s/6acbfd59552b40d5/
- Original: https://github.com/fanhuayishiy/ai-crew-pass
- Source: GitHub Trending (AI)
- Published: 2026-11-06
- Original headline: fanhuayishiy/ai-crew-pass: 非人类员工｜九位 AI 同事的 3D 工牌领取处，中英文、透明 PNG 下载。微信公众号：风花AI实验室。

★ 185 stars

Coverage:
- GitHub Trending (AI) (2026-11-06): [fanhuayishiy/ai-crew-pass: 非人类员工｜九位 AI 同事的 3D 工牌领取处，中英文、透明 PNG 下载。微信公众号：风花AI实验室。](https://github.com/fanhuayishiy/ai-crew-pass) -- lead source

### Big Tech lost big in the 2026 election; The Vergecast discusses voters' support for Democrats and opposition to AI, with implications for data centers

- Permalink: https://110010.art/s/b411e8366ee04269/
- Original: https://www.theverge.com/podcast/1028731/2026-midterms-tech-ai-vergecast
- Source: The Verge AI
- Published: 2026-11-06
- Original headline: Big Tech lost big in the 2026 election

On Tuesday, millions of American voters went to the polls and voted overwhelmingly for Democrats and against AI. The fight against Big Tech is about to come roaring back, and the fight over data centers is looking...

Coverage:
- The Verge AI (2026-11-06): [Big Tech lost big in the 2026 election](https://www.theverge.com/podcast/1028731/2026-midterms-tech-ai-vergecast) -- lead source

### inMusic embraces vibe-coded mods; company says it will provide a toolbox and inner workings of MPC or Sample to the modding community

- Permalink: https://110010.art/s/68ab6d87ed2e4490/
- Original: https://www.theverge.com/tech/1028720/vibe-coding-open-source-inmusic-akai
- Source: The Verge AI
- Published: 2026-11-06
- Original headline: How Akai and Moog are embracing vibe-coded mods

inMusic, the parent company of Akai, Moog, Native Instruments, and more, has decided to embrace the modding community. In an interview with The Verge, inMusic CEO Jack O'Donnell said, "We're going to provide a...

Coverage:
- The Verge AI (2026-11-06): [How Akai and Moog are embracing vibe-coded mods](https://www.theverge.com/tech/1028720/vibe-coding-open-source-inmusic-akai) -- lead source

### Former Rockstar tech director says potential AI clones of GTA VI could accelerate an official port decision.

- Permalink: https://110010.art/s/9c9329725b8f4cac/
- Original: https://arstechnica.com/gaming/2026/11/could-potential-ai-clones-of-gta-vi-force-a-quicker-official-port/
- Source: Ars Technica AI
- Published: 2026-11-06
- Original headline: Could potential AI clones of GTA VI force a quicker official port?

A former Rockstar tech director thinks the developer is facing new time pressures.

Coverage:
- Ars Technica AI (2026-11-06): [Could potential AI clones of GTA VI force a quicker official port?](https://arstechnica.com/gaming/2026/11/could-potential-ai-clones-of-gta-vi-force-a-quicker-official-port/) -- lead source

### Mistral Large 4 (Le Chonk) is now open-weight

- Permalink: https://110010.art/s/c510ceaa49fe4294/
- Original: https://news.google.com/rss/articles/CBMiW0FVX3lxTE9YRFZxRVZGb19nOUtPZ3dfbGx1OUlZTWJ2bWFuWExHRzc2OEtJZHBuaDRaOHI4UlZzQTVpWVFxU3ZSYXpfVV9SbWtCeFlKRVRybzBrZFFLSUVJVnM?oc=5
- Source: Mistral AI (via Google News)
- Published: 2026-11-06
- Original headline: Mistral Large 4 (Le Chonk) est désormais à poids ouverts - mistral.ai
- Tags: [Mistral](https://110010.art/tags/mistral/)

Mistral Large 4 (Le Chonk) est désormais à poids ouverts  mistral.ai

Coverage:
- Mistral AI (via Google News) (2026-11-06): [Mistral Large 4 (Le Chonk) est désormais à poids ouverts - mistral.ai](https://news.google.com/rss/articles/CBMiW0FVX3lxTE9YRFZxRVZGb19nOUtPZ3dfbGx1OUlZTWJ2bWFuWExHRzc2OEtJZHBuaDRaOHI4UlZzQTVpWVFxU3ZSYXpfVV9SbWtCeFlKRVRybzBrZFFLSUVJVnM?oc=5) -- lead source

### AI companies seek access to internal work files and emails to train AI models; data brokers collect corporate documents for training, drawing mixed reactions

- Permalink: https://110010.art/s/71b4e09140974e99/
- Original: https://www.wired.com/story/ai-companies-really-really-want-to-buy-your-work-files-and-emails/
- Source: Wired AI
- Published: 2026-11-06
- Original headline: AI Companies Really, Really Want to Buy Your Work Files and Emails

Data brokers are collecting all sorts of internal corporate files to help train AI models. Not everyone is thrilled.

Coverage:
- Wired AI (2026-11-06): [AI Companies Really, Really Want to Buy Your Work Files and Emails](https://news.ycombinator.com/item?id=50411618) -- lead source

### Ramp data shows AI spending stalling as Anthropic nears its IPO

- Permalink: https://110010.art/s/f17236de33a64d53/
- Original: https://techcrunch.com/2026/11/06/ramp-data-shows-ai-spending-stalling-just-as-anthropic-nears-its-ipo/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-06
- Original headline: Ramp data shows AI spending stalling just as Anthropic nears its IPO
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

AI usage keeps climbing, but spending has stalled. Price cuts and smarter cost controls among the biggest spenders could challenge investor assumptions about AI hypergrowth.

Coverage:
- TechCrunch AI (2026-11-06): [Ramp data shows AI spending stalling just as Anthropic nears its IPO](https://news.ycombinator.com/item?id=50404412) -- lead source
- Hacker News (AI) (2026-11-08): [What Anthropic's IPO Filing Says About the Future of A.I](https://news.ycombinator.com/item?id=50417165)

### CHELATE predicts metal-binding-group RMSD and keeps only poses that place the metal coordination correctly; includes curated dataset, six-program docking benchmark, and trained models

- Permalink: https://110010.art/s/f82ecd826ded4a3f/
- Original: https://github.com/duartegroup/CHELATE
- Source: GitHub Trending (AI)
- Published: 2026-11-06
- Original headline: duartegroup/CHELATE: A post-docking filter for metalloprotein-ligand complexes: CHELATE predicts metal-binding-group RMSD and keeps only poses that place the metal coordination correctly. Includes the curated dataset, a six-program docking benchmark and trained models.

★ 6 stars

Coverage:
- GitHub Trending (AI) (2026-11-06): [duartegroup/CHELATE: A post-docking filter for metalloprotein-ligand complexes: CHELATE predicts metal-binding-group RMSD and keeps only poses that place the metal coordination correctly. Includes the curated dataset, a six-program docking benchmark and trained models.](https://github.com/duartegroup/CHELATE) -- lead source

### ToyBlocks: a controlled world for robot learning and evaluation

- Permalink: https://110010.art/s/8da29092ac994744/
- Original: https://huggingface.co/blog/allenai/toyblocks
- Source: Hugging Face
- Published: 2026-11-06
- Original headline: ToyBlocks: A controlled world for robot learning and evaluation

Coverage:
- Hugging Face (2026-11-06): [ToyBlocks: A controlled world for robot learning and evaluation](https://huggingface.co/blog/allenai/toyblocks) -- lead source

### Amazon enables text-based shopping with Alexa for Shopping, allowing customers to describe or photograph items for purchase recommendations

- Permalink: https://110010.art/s/dd6c1386f19e4b2a/
- Original: https://www.theverge.com/tech/1028587/amazon-alexa-shopping-ai-text-orders
- Source: The Verge AI (2 sources)
- Published: 2026-11-06
- Original headline: Amazon will let you text Alexa your shopping list

Amazon is adding a new feature to Alexa for Shopping that allows customers to purchase items by texting the AI shopping assistant. Users can describe the products they're looking to buy and/or provide a photograph of...

Coverage:
- The Verge AI (2026-11-06): [Amazon will let you text Alexa your shopping list](https://www.theverge.com/tech/1028587/amazon-alexa-shopping-ai-text-orders) -- lead source
- TechCrunch AI (2026-11-06): [After blocking Muse, Amazon now lets users text Alexa to help them shop](https://techcrunch.com/2026/11/06/after-blocking-muse-amazon-now-lets-users-text-alexa-to-help-them-shop/)

### Underdog demonstrates a 32MB speech model capable of generating speech and music in a new demo

- Permalink: https://110010.art/s/f7641143d76849d1/
- Original: https://techcrunch.com/2026/11/06/underdog-shows-off-a-32mb-speech-model-in-new-demo/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: Underdog shows off a 32MB speech model in new demo

Despite its small size, Underdog's new model can generate both speech and music.

Coverage:
- TechCrunch AI (2026-11-06): [Underdog shows off a 32MB speech model in new demo](https://techcrunch.com/2026/11/06/underdog-shows-off-a-32mb-speech-model-in-new-demo/) -- lead source

### Physicl raises $10M to close the sim-to-real gap for robotics; the startup aims to make the digital world more real for robots.

- Permalink: https://110010.art/s/1d2d6cc72700408b/
- Original: https://techcrunch.com/2026/11/06/physicl-raises-10m-to-make-the-digital-world-real-enough-for-robots/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: Physicl raises $10M to make the digital world real enough for robots

Physicl is trying to solve the sim-to-real gap with a pipeline originally built to market goods online.

Coverage:
- TechCrunch AI (2026-11-06): [Physicl raises $10M to make the digital world real enough for robots](https://techcrunch.com/2026/11/06/physicl-raises-10m-to-make-the-digital-world-real-enough-for-robots/) -- lead source

### Voice AI infrastructure: The 2026 stack explained; ElevenLabs outlines the architecture behind its voice AI platform

- Permalink: https://110010.art/s/8dd7b4cdeddf4f4c/
- Original: https://news.google.com/rss/articles/CBMiZ0FVX3lxTFBFWmNwWG12azhSbkdXTk1hOWRXSF8yaHEwNzhHcC1vbDdmY2JpcGFaSi1RejZSNHFMdVFqMlgtZG9LY0hfNFQxbG9ZTGEwb2lxelRPTmhZVVhfLXdqd25kU05HRkdvb1E?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-06
- Original headline: Voice AI infrastructure: The 2026 stack explained - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Voice AI infrastructure: The 2026 stack explained  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-06): [Voice AI infrastructure: The 2026 stack explained - ElevenLabs](https://news.google.com/rss/articles/CBMiZ0FVX3lxTFBFWmNwWG12azhSbkdXTk1hOWRXSF8yaHEwNzhHcC1vbDdmY2JpcGFaSi1RejZSNHFMdVFqMlgtZG9LY0hfNFQxbG9ZTGEwb2lxelRPTmhZVVhfLXdqd25kU05HRkdvb1E?oc=5) -- lead source

### Upload original ElevenMusic tracks directly to SoundCloud; You can post AI music straight to SoundCloud from ElevenLabs

- Permalink: https://110010.art/s/4ced1f5ea7084d69/
- Original: https://news.google.com/rss/articles/CBMiTkFVX3lxTE8wVG9QVVZ0MkZFRkFvWFhpakRrZXdoNnhPY2VONjAwV2pSWkFIdjBLX0dwYk5vWnBrdFJMUEtDZjFGMFhhdEV0NnRIdmlDUQ?oc=5
- Source: ElevenLabs (via Google News) (2 sources)
- Published: 2026-11-06
- Original headline: Upload original ElevenMusic tracks directly to SoundCloud - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Upload original ElevenMusic tracks directly to SoundCloud  ElevenLabs

Coverage:
- The Verge AI (2026-11-05): [You can post AI music straight to SoundCloud from ElevenLabs](https://www.theverge.com/ai-artificial-intelligence/1027427/ai-music-soundcloud-elevenlabs)
- ElevenLabs (via Google News) (2026-11-06): [Upload original ElevenMusic tracks directly to SoundCloud - ElevenLabs](https://news.google.com/rss/articles/CBMiTkFVX3lxTE8wVG9QVVZ0MkZFRkFvWFhpakRrZXdoNnhPY2VONjAwV2pSWkFIdjBLX0dwYk5vWnBrdFJMUEtDZjFGMFhhdEV0NnRIdmlDUQ?oc=5) -- lead source

### Ads Engine adds human review for localized ads; ElevenLabs reports the change

- Permalink: https://110010.art/s/8527b9decace4226/
- Original: https://news.google.com/rss/articles/CBMiX0FVX3lxTE4zXzNFWnFkZGI3N2Q0S0xGUWRnQTFGZFFxdWFGLU11Z2k0U0lsaWwzWDlhakJQLWJ2ZklQZDFQc1pwelVlQm9ZUWlqVFFMZ3Bha2RMcWlGbDNTekVpbFVZ?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-06
- Original headline: Ads Engine now includes human review for localized ads - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Ads Engine now includes human review for localized ads  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-06): [Ads Engine now includes human review for localized ads - ElevenLabs](https://news.google.com/rss/articles/CBMiX0FVX3lxTE4zXzNFWnFkZGI3N2Q0S0xGUWRnQTFGZFFxdWFGLU11Z2k0U0lsaWwzWDlhakJQLWJ2ZklQZDFQc1pwelVlQm9ZUWlqVFFMZ3Bha2RMcWlGbDNTekVpbFVZ?oc=5) -- lead source

### Protesters break into a Microsoft data center construction site in Amsterdam, with about 100 people entering the site.

- Permalink: https://110010.art/s/0f501ea139bb412d/
- Original: https://www.theverge.com/news/1028549/protesters-microsoft-data-center-site-amsterdam
- Source: The Verge AI (2 sources)
- Published: 2026-11-06
- Original headline: Protesters break into Microsoft data center site in Amsterdam

Protesters have broken into a construction site of a new Microsoft data center in Amsterdam this morning. Members of the Geef Tegengas group helped organize the protest against the construction of three 85-meter data...

Coverage:
- The Verge AI (2026-11-06): [Protesters break into Microsoft data center site in Amsterdam](https://www.theverge.com/news/1028549/protesters-microsoft-data-center-site-amsterdam) -- lead source
- Hacker News (AI) (2026-11-06): [Protesters break into Microsoft AI data centre site in Amsterdam](https://news.ycombinator.com/item?id=50398562)

### I watched a humanoid robot clean my apartment in San Francisco; the experience felt like a taste of the future.

- Permalink: https://110010.art/s/1fdd8d2972644f0c/
- Original: https://www.technologyreview.com/2026/11/06/1148090/i-watched-a-humanoid-robot-clean-my-apartment-it-felt-like-a-taste-of-the-future/
- Source: MIT Technology Review AI
- Published: 2026-11-06
- Original headline: I watched a humanoid robot clean my apartment. It felt like a taste of the future.

I’m not the sort of person who typically pays for a house cleaner. I’m too frugal, and I kind of enjoy putting on a podcast and going to town on my tub with a Magic Eraser. But when I saw an X post about a new...

Coverage:
- MIT Technology Review AI (2026-11-06): [I watched a humanoid robot clean my apartment. It felt like a taste of the future.](https://www.technologyreview.com/2026/11/06/1148090/i-watched-a-humanoid-robot-clean-my-apartment-it-felt-like-a-taste-of-the-future/) -- lead source

### OpenAI partners with Hacktron to find vulnerabilities and test connections with third-party services

- Permalink: https://110010.art/s/919318ed2807429c/
- Original: https://openai.com/index/partnering-with-hacktron
- Source: OpenAI
- Published: 2026-11-06
- Original headline: Partnering with Hacktron to find vulnerabilities in OpenAI’s systems
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI is partnering with Hacktron to find vulnerabilities, test connections with third-party services, and strengthen defenses with frontier AI.

Coverage:
- OpenAI (2026-11-06): [Partnering with Hacktron to find vulnerabilities in OpenAI’s systems](https://openai.com/index/partnering-with-hacktron) -- lead source

### Palo Alto Networks in talks to acquire AI agent security startup Clutch for $500M.

- Permalink: https://110010.art/s/61199a55d65f4693/
- Original: https://techcrunch.com/2026/11/05/palo-alto-networks-in-talks-to-buy-ai-agent-security-startup-clutch-for-500m/
- Source: TechCrunch AI
- Published: 2026-11-06
- Original headline: Palo Alto Networks in talks to buy AI agent security startup Clutch for $500M

Clutch, backed by Lightspeed and SignalFire, was last valued at $85 million, according to a source.

Coverage:
- TechCrunch AI (2026-11-06): [Palo Alto Networks in talks to buy AI agent security startup Clutch for $500M](https://techcrunch.com/2026/11/05/palo-alto-networks-in-talks-to-buy-ai-agent-security-startup-clutch-for-500m/) -- lead source

### Improvements to every Agent API effort level; Perplexity notes progress

- Permalink: https://110010.art/s/553ebfa348ce46fc/
- Original: https://news.google.com/rss/articles/CBMihgFBVV95cUxOcjVZT3N2QnRSS0dwMC03U2xyOVNVdUxYTXc4T19Ec0lnWnZtWHlpSTNGVE12MGlQMF9QQ1dfdFdPS0ZaR05teFJrV0ZPU2t4dVZHWGp3TFhibFlIbDJTb2VVcWJ0SXFnZGdNa1lZR3hpSHJoSmdqeVc5QVJXZ3ZtVl8wWE9yZw?oc=5
- Source: Perplexity (via Google News)
- Published: 2026-11-06
- Original headline: Improvements to every Agent API effort level - Perplexity
- Tags: [Perplexity](https://110010.art/tags/perplexity/)

Improvements to every Agent API effort level  Perplexity

Coverage:
- Perplexity (via Google News) (2026-11-06): [Improvements to every Agent API effort level - Perplexity](https://news.google.com/rss/articles/CBMihgFBVV95cUxOcjVZT3N2QnRSS0dwMC03U2xyOVNVdUxYTXc4T19Ec0lnWnZtWHlpSTNGVE12MGlQMF9QQ1dfdFdPS0ZaR05teFJrV0ZPU2t4dVZHWGp3TFhibFlIbDJTb2VVcWJ0SXFnZGdNa1lZR3hpSHJoSmdqeVc5QVJXZ3ZtVl8wWE9yZw?oc=5) -- lead source

### OpenAI commits not to use non-disclosure agreements with public officials for data center projects after midterm backlash

- Permalink: https://110010.art/s/2e6b422871484e59/
- Original: https://www.theverge.com/ai-artificial-intelligence/1028454/openai-data-center-nda
- Source: The Verge AI
- Published: 2026-11-06
- Original headline: OpenAI is stepping back from NDAs for data center projects
- Tags: [OpenAI](https://110010.art/tags/openai/)

Following this week's midterms where voters resoundingly voiced their opposition to data center expansion, OpenAI today announced new commitments to communities where it is working on data center projects, including...

Coverage:
- The Verge AI (2026-11-06): [OpenAI is stepping back from NDAs for data center projects](https://www.theverge.com/ai-artificial-intelligence/1028454/openai-data-center-nda) -- lead source

### OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science

- Permalink: https://110010.art/s/b04b3b3fd4ae40e8/
- Original: https://openai.com/index/measuring-how-ai-agents-handle-wet-lab-science
- Source: OpenAI (2 sources)
- Published: 2026-11-06
- Original headline: Measuring how AI agents handle everyday wet-lab science
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI introduces BioBasicsBench, a 100-task benchmark measuring how well AI agents interpret raw experimental data and handle everyday wet-lab science.

Coverage:
- OpenAI (2026-11-06): [Measuring how AI agents handle everyday wet-lab science](https://openai.com/index/measuring-how-ai-agents-handle-wet-lab-science) -- lead source
- Hacker News (AI) (2026-11-10): [Measuring how AI agents handle everyday wet-lab science](https://news.ycombinator.com/item?id=50435074)

### Egyptian and Nigerian English join the Open ASR Leaderboard

- Permalink: https://110010.art/s/35a833c0a59245d8/
- Original: https://huggingface.co/blog/open-asr-leaderboard-liva
- Source: Hugging Face
- Published: 2026-11-06

Coverage:
- Hugging Face (2026-11-06): [Egyptian and Nigerian English join the Open ASR Leaderboard](https://huggingface.co/blog/open-asr-leaderboard-liva) -- lead source

### Inkling 2 Small introduced by Thinking Machines Lab

- Permalink: https://110010.art/s/70315eb2127e40eb/
- Original: https://news.google.com/rss/articles/CBMiXkFVX3lxTE5WVmd2SzJXTnRIMTlPbWtrXzM0aDBuTFIxaHdiY2tnN3dSU0taMWNxNHVRRFpWdUx5RHlpVEpMclVyWjdzd2dDRERXcl9oNkY5OExmdGRNZHpheXZ6RHc?oc=5
- Source: Thinking Machines Lab
- Published: 2026-11-05
- Original headline: Introducing Inkling 2 Small - Thinking Machines Lab
- Tags: [Thinking Machines Lab](https://110010.art/tags/thinking-machines-lab/)

Introducing Inkling 2 Small  Thinking Machines Lab

Coverage:
- Thinking Machines Lab (2026-11-05): [Introducing Inkling 2 Small - Thinking Machines Lab](https://news.google.com/rss/articles/CBMiXkFVX3lxTE5WVmd2SzJXTnRIMTlPbWtrXzM0aDBuTFIxaHdiY2tnN3dSU0taMWNxNHVRRFpWdUx5RHlpVEpMclVyWjdzd2dDRERXcl9oNkY5OExmdGRNZHpheXZ6RHc?oc=5) -- lead source

### Character files Chapter 11 update as bankruptcy court approves bidding procedures for sale process

- Permalink: https://110010.art/s/9aa7b5e8a7e84cc8/
- Original: https://blog.character.ai/chapter-11-update-and-transaction-notice/
- Source: Character.AI
- Published: 2026-11-05
- Original headline: Chapter 11 Update and Transaction Notice

We wanted to provide an update on the status of the Character’s Chapter 11 case.On November 4, 2026, the Bankruptcy Court entered an order approving bidding procedures to govern Character’s sale process (the “Bidding...

Coverage:
- Character.AI (2026-11-05): [Chapter 11 Update and Transaction Notice](https://blog.character.ai/chapter-11-update-and-transaction-notice/) -- lead source

### Airbnb says it will launch an AI travel agent in the first half of 2027 to help travelers plan trips, compare options, manage bookings, and get assistance during their stay.

- Permalink: https://110010.art/s/65a6a8a31d3f4924/
- Original: https://techcrunch.com/2026/11/05/airbnb-says-its-launching-an-ai-travel-agent-in-the-first-half-of-2027/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-05
- Original headline: Airbnb says it’s launching an AI travel agent in the first half of 2027

Airbnb says its upcoming AI agent will help travelers plan trips, compare options, manage bookings, and get assistance throughout their stay.

Coverage:
- TechCrunch AI (2026-11-05): [Airbnb says it’s launching an AI travel agent in the first half of 2027](https://techcrunch.com/2026/11/05/airbnb-says-its-launching-an-ai-travel-agent-in-the-first-half-of-2027/) -- lead source
- The Verge AI (2026-11-06): [Airbnb is working on an AI travel agent](https://www.theverge.com/tech/1028412/airbnb-ai-travel-agent-q3-2026-earnings)

### Lawsuit asserts a man introduced his wife to ChatGPT, who used it to plan his murder; bitter energy drinks allegedly linked to ChatGPT-guided poisoning, per the suit.

- Permalink: https://110010.art/s/3373397d24994573/
- Original: https://arstechnica.com/tech-policy/2026/11/lawsuit-man-introduced-his-wife-to-chatgpt-she-used-it-to-plan-his-murder/
- Source: Ars Technica AI
- Published: 2026-11-05
- Original headline: Lawsuit: Man introduced his wife to ChatGPT. She used it to plan his murder.
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Bitter energy drinks turned out to be ChatGPT-steered poisoning, lawsuit says.

Coverage:
- Ars Technica AI (2026-11-05): [Lawsuit: Man introduced his wife to ChatGPT. She used it to plan his murder.](https://arstechnica.com/tech-policy/2026/11/lawsuit-man-introduced-his-wife-to-chatgpt-she-used-it-to-plan-his-murder/) -- lead source

### Ads enter chatbots as industry tests options; Anthropic keeps Claude free of ads while others pursue advertiser-friendly approaches

- Permalink: https://110010.art/s/0bb505017fc34ec6/
- Original: https://www.wired.com/story/ads-in-chatbots-have-arrived-heres-whats-working-and-whats-not/
- Source: Wired AI
- Published: 2026-11-05
- Original headline: Ads in Chatbots Have Arrived. Here’s What’s Working—and What’s Not
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

As Anthropic maintains its vow to keep ads out of Claude, the rest of the AI chatbot industry is racing to win over advertisers without antagonizing users.

Coverage:
- Wired AI (2026-11-05): [Ads in Chatbots Have Arrived. Here’s What’s Working—and What’s Not](https://www.wired.com/story/ads-in-chatbots-have-arrived-heres-whats-working-and-whats-not/) -- lead source

### Turkish text cleaning tool removes AI traces, translationese, and style issues; Agent Skill and Humanizer packages released

- Permalink: https://110010.art/s/976cec224d994c99/
- Original: https://github.com/yucezerey/turkish-anti-ai-skill
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: yucezerey/turkish-anti-ai-skill: Türkçe metinlerdeki yapay zeka izlerini (AI slop, translationese, çeviri kokan cümle mimarisi ve TDK hatalarını) temizleyen Agent Skill ve Humanizer paketi.

★ 307 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [yucezerey/turkish-anti-ai-skill: Türkçe metinlerdeki yapay zeka izlerini (AI slop, translationese, çeviri kokan cümle mimarisi ve TDK hatalarını) temizleyen Agent Skill ve Humanizer paketi.](https://github.com/yucezerey/turkish-anti-ai-skill) -- lead source

### Vera delivers the best of both worlds with highest throughput and fastest agents.

- Permalink: https://110010.art/s/8e769853210645bb/
- Original: https://blogs.nvidia.com/blog/vera-cpu-highest-throughput-fastest-agents/
- Source: NVIDIA Blog
- Published: 2026-11-05
- Original headline: Vera Delivers the Best of Both Worlds: Highest Throughput and Fastest Agents

AI agents do more than generate answers. They search for information, query databases, write and test code and take action.  Each of those steps relies on a CPU, with agents moving between GPU reasoning and CPU...

Coverage:
- NVIDIA Blog (2026-11-05): [Vera Delivers the Best of Both Worlds: Highest Throughput and Fastest Agents](https://blogs.nvidia.com/blog/vera-cpu-highest-throughput-fastest-agents/) -- lead source

### Cult.fit uses Codex to help teams build tools and move faster across functions.

- Permalink: https://110010.art/s/a08cbf7680a64234/
- Original: https://openai.com/index/cultfit-builds-with-codex
- Source: OpenAI
- Published: 2026-11-05
- Original headline: Cult.fit builds operational muscle with Codex

Cult.fit is using Codex to help teams across functions build tools, move faster, and change how work gets done.

Coverage:
- OpenAI (2026-11-05): [Cult.fit builds operational muscle with Codex](https://openai.com/index/cultfit-builds-with-codex) -- lead source

### NVIDIA releases Cosmos 3 Open models for interactive world simulation

- Permalink: https://110010.art/s/1ca14622860b4b76/
- Original: https://huggingface.co/blog/nvidia/cosmos-interactive-world-simulation
- Source: Hugging Face
- Published: 2026-11-05
- Original headline: New NVIDIA Cosmos 3 Open Models for Interactive World Simulation
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hugging Face (2026-11-05): [New NVIDIA Cosmos 3 Open Models for Interactive World Simulation](https://huggingface.co/blog/nvidia/cosmos-interactive-world-simulation) -- lead source

### Meta warns that political opposition to data centers could hamper AI expansion.

- Permalink: https://110010.art/s/9710fe9aaf2f41cf/
- Original: https://techcrunch.com/2026/11/05/metas-warns-that-election-backlash-against-data-centers-could-make-ai-expansion-harder/
- Source: TechCrunch AI (3 sources)
- Published: 2026-11-05
- Original headline: Meta warns that election backlash against data centers could make AI expansion harder
- Tags: [Meta](https://110010.art/tags/meta/)

Meta warns that growing political opposition to data centers could threaten future AI investments, as communities push back against massive infrastructure projects.

Coverage:
- Hacker News (AI) (2026-11-04): [Should cities restrict new AI data centers? The case for each side, with sources](https://news.ycombinator.com/item?id=50370386)
- Hacker News (AI) (2026-11-05): [American Voters Overwhelmingly Reject AI Data Centers](https://news.ycombinator.com/item?id=50373505)
- TechCrunch AI (2026-11-05): [Meta warns that election backlash against data centers could make AI expansion harder](https://techcrunch.com/2026/11/05/metas-warns-that-election-backlash-against-data-centers-could-make-ai-expansion-harder/) -- lead source
- The Verge AI (2026-11-06): [All the latest updates on AI data centers](https://www.theverge.com/ai-artificial-intelligence/902546/data-centers-ai-energy-power-grids-controversy)

### Meta unveils voice conversations for Muse AI, enabling real-time speech with the Muse agent on iOS

- Permalink: https://110010.art/s/8c6722ffb9e54f40/
- Original: https://www.theverge.com/tech/1028015/meta-muse-ai-voice-mode-expressive-avatar
- Source: The Verge AI (2 sources)
- Published: 2026-11-05
- Original headline: Muse has a voice mode now
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/), [Meta](https://110010.art/tags/meta/)

Meta now lets you have voice conversations with your Muse AI agent in real time, CEO Mark Zuckerberg announced today. The feature has been rolled out to me, and I gave it a spin on the iOS app while writing this...

Coverage:
- The Verge AI (2026-11-05): [Muse has a voice mode now](https://www.theverge.com/tech/1028015/meta-muse-ai-voice-mode-expressive-avatar) -- lead source
- TechCrunch AI (2026-11-05): [Meta says US users can now video chat with their Muse AI avatar](https://news.ycombinator.com/item?id=50390752)
- The Verge AI (2026-11-06): [Meta&#8217;s Muse AI can create custom &#8216;spaces&#8217; for the version of the app you need right now](https://www.theverge.com/tech/1028871/meta-muse-ai-spaces)

### OpenAI could be IPO ready in 2027, says president Greg Brockman

- Permalink: https://110010.art/s/fa8cb89a9237419c/
- Original: https://techcrunch.com/2026/11/05/openai-president-greg-brockman-says-company-could-be-ipo-ready-in-2027/
- Source: TechCrunch AI
- Published: 2026-11-05
- Original headline: OpenAI president Greg Brockman says company could be IPO ready in 2027
- Tags: [OpenAI](https://110010.art/tags/openai/), [Anthropic](https://110010.art/tags/anthropic/)

Speaking at a Wall Street Journal tech conference on Wednesday, the executive touted how the company had been gaining ground in the enterprise market, where rival Anthropic had already successfully made inroads.

Coverage:
- TechCrunch AI (2026-11-05): [OpenAI president Greg Brockman says company could be IPO ready in 2027](https://techcrunch.com/2026/11/05/openai-president-greg-brockman-says-company-could-be-ipo-ready-in-2027/) -- lead source

### Anthropic introduces Claude Personal Finance to connect to bank and card accounts via Plaid for spending analysis

- Permalink: https://110010.art/s/e9686fcf5d624419/
- Original: https://www.theverge.com/ai-artificial-intelligence/1027652/anthropic-claude-plaid-personal-finance
- Source: The Verge AI (3 sources)
- Published: 2026-11-05
- Original headline: Claude AI can plug directly into your bank account
- Tags: [Claude](https://110010.art/tags/claude/), [Anthropic](https://110010.art/tags/anthropic/)

Anthropic has a new pitch for managing your personal finances: let Claude do it instead, with a new Personal Finance feature that connects it to your bank and card accounts via the Plaid bank bridging platform. You...

Coverage:
- The Verge AI (2026-11-05): [Claude AI can plug directly into your bank account](https://www.theverge.com/ai-artificial-intelligence/1027652/anthropic-claude-plaid-personal-finance) -- lead source
- TechCrunch AI (2026-11-05): [Claude can now analyze your spending with its new Personal Finance tool](https://techcrunch.com/2026/11/05/claude-can-now-analyze-your-spending-with-its-new-personal-finance-tool/)
- Hacker News (AI) (2026-11-05): [Claude's new Personal Finance tool aims to help analyze your spending](https://news.ycombinator.com/item?id=50382546)

### Democrats gain control of the House and Senate as a blue wave favors AI coverage; Election results show historic wins for women and minorities, including Georgia and New Mexico governors.

- Permalink: https://110010.art/s/ed5f3d33fe6343da/
- Original: https://www.theverge.com/ai-artificial-intelligence/1026927/total-repudiation-the-blue-wave-is-about-to-hit-ai
- Source: The Verge AI
- Published: 2026-11-05
- Original headline: ‘Total repudiation’: The blue wave is about to hit AI

On Tuesday night, Democrats made history as they took control of the House and the Senate, and a blue wave swept through traditionally red and swing states - with the nation's first Black woman governor elected in...

Coverage:
- The Verge AI (2026-11-05): [‘Total repudiation’: The blue wave is about to hit AI](https://www.theverge.com/ai-artificial-intelligence/1026927/total-repudiation-the-blue-wave-is-about-to-hit-ai) -- lead source

### XploraHub/awesome-mineral-exploration: a curated list of open-source software for mineral exploration: geophysics, geological modelling, drillholes, geostatistics and prospectivity mapping

- Permalink: https://110010.art/s/5a6f339091244837/
- Original: https://github.com/XploraHub/awesome-mineral-exploration
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: XploraHub/awesome-mineral-exploration: A curated list of open-source software for mineral exploration: geophysics, geological modelling, drillholes, geostatistics and prospectivity mapping.

★ 35 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [XploraHub/awesome-mineral-exploration: A curated list of open-source software for mineral exploration: geophysics, geological modelling, drillholes, geostatistics and prospectivity mapping.](https://github.com/XploraHub/awesome-mineral-exploration) -- lead source

### Developers use frontier AI models with NVIDIA Omniverse libraries to turn simulation ideas into working applications for exploring scenarios, testing failures, and improving designs.

- Permalink: https://110010.art/s/0d7a0177bcd64b91/
- Original: https://blogs.nvidia.com/blog/developers-simulation-frontier-ai-agents/
- Source: NVIDIA Blog
- Published: 2026-11-05
- Original headline: Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Turning a simulation idea into a working application means assembling assets, connecting physics and rendering, and checking that the scene behaves as intended. Developers are combining frontier AI models with NVIDIA...

Coverage:
- NVIDIA Blog (2026-11-05): [Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents](https://blogs.nvidia.com/blog/developers-simulation-frontier-ai-agents/) -- lead source

### Grimes will appear in the AI-generated sci-fi film Gods Don't Give Gifts, which releases in theatres.

- Permalink: https://110010.art/s/2fcee71c6b364de9/
- Original: https://www.theverge.com/entertainment/1026282/grimes-ai-movie
- Source: The Verge AI (2 sources)
- Published: 2026-11-05
- Original headline: Grimes is going to star in an AI movie that’s coming to theaters

The AI-generated sci-fi film Gods Don't Give Gifts has added a bit of star power: Pop star Grimes is going to appear in the movie. Billed as "the first AI film to come to theatres," Gods Don't Give Gifts is a notable...

Coverage:
- The Verge AI (2026-11-05): [Grimes is going to star in an AI movie that’s coming to theaters](https://www.theverge.com/entertainment/1026282/grimes-ai-movie) -- lead source
- Hacker News (AI) (2026-11-06): [Grimes Joins Cast of Fully AI-Generated Movie 'Gods Don't Give Gifts'](https://news.ycombinator.com/item?id=50394389)

### Gemini Omni 1.2 Flash offers native 15-second video generation and editing with stronger consistency and 30% lower pricing.

- Permalink: https://110010.art/s/ae0a1a5401cb45f9/
- Original: https://blog.google/innovation-and-ai/technology/developers-tools/introducing-gemini-omni-1-2-flash/
- Source: Google AI Blog (3 sources)
- Published: 2026-11-05
- Original headline: Gemini Omni 1.2 Flash: Fast and cost-effective with longer clips
- Tags: [Gemini](https://110010.art/tags/gemini/)

Gemini Omni 1.2 Flash brings native 15-second video generation and editing, stronger consistency, and 30% lower pricing.

Coverage:
- Google AI Blog (2026-11-05): [Gemini Omni 1.2 Flash: Fast and cost-effective with longer clips](https://news.ycombinator.com/item?id=50392118) -- lead source
- Google DeepMind (2026-11-05): [Gemini Omni 1.2 Flash: Fast and cost-effective with longer clips](https://deepmind.google/blog/gemini-omni-12-flash-fast-and-cost-effective-with-longer-clips/)
- Hacker News (AI) (2026-11-05): [Gemini Omni 1.2 Flash now GA](https://news.ycombinator.com/item?id=50385632)

### Australian universities expand access to ChatGPT and integrate AI into teaching to prepare students for an AI-enabled workforce

- Permalink: https://110010.art/s/399224755b324454/
- Original: https://openai.com/index/australian-universities-ai-native-graduates
- Source: OpenAI
- Published: 2026-11-05
- Original headline: Australian universities are creating AI-native graduates
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Australian universities are expanding access to ChatGPT and bringing AI into teaching and learning to prepare students for an AI-enabled workforce.

Coverage:
- OpenAI (2026-11-05): [Australian universities are creating AI-native graduates](https://openai.com/index/australian-universities-ai-native-graduates) -- lead source

### Real-Time video at batch size one; Runway

- Permalink: https://110010.art/s/6dd0de1c831b44a5/
- Original: https://news.google.com/rss/articles/CBMidEFVX3lxTE5keG5qdzVuVnc3Z284OUF0ajBBTnVfS0tJVzY4c1RpLVY3QmZ4d0QwM2t6NTRwdGRzTjhBMEtjbnIzUU40TGFubTNiVzU5QmFqT1lzWUtaWEVxR2dCVVhhUy0zOWR0cXFkbDVfSmZYMFZ1WllF?oc=5
- Source: Runway (via Google News)
- Published: 2026-11-05
- Original headline: Real-Time Video at Batch Size One - Runway
- Tags: [Runway](https://110010.art/tags/runway/)

Real-Time Video at Batch Size One  Runway

Coverage:
- Runway (via Google News) (2026-11-05): [Real-Time Video at Batch Size One - Runway](https://news.google.com/rss/articles/CBMidEFVX3lxTE5keG5qdzVuVnc3Z284OUF0ajBBTnVfS0tJVzY4c1RpLVY3QmZ4d0QwM2t6NTRwdGRzTjhBMEtjbnIzUU40TGFubTNiVzU5QmFqT1lzWUtaWEVxR2dCVVhhUy0zOWR0cXFkbDVfSmZYMFZ1WllF?oc=5) -- lead source

### X News — overseas founder posts and AI videos in Qiaomu Chinese

- Permalink: https://110010.art/s/eccb7b1eeadc4505/
- Original: https://github.com/joeseesun/xnews
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: joeseesun/xnews: X News — overseas founder posts & AI videos, rewritten in Qiaomu Chinese

★ 131 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [joeseesun/xnews: X News — overseas founder posts & AI videos, rewritten in Qiaomu Chinese](https://github.com/joeseesun/xnews) -- lead source

### Reddit founder says building social media apps is not cool anymore; explores next steps for user-generated content

- Permalink: https://110010.art/s/1de9f74c55ef44bd/
- Original: https://www.wired.com/story/wired-world-fair-2026-alexis-ohanian/
- Source: Wired AI
- Published: 2026-11-05
- Original headline: Reddit Founder Says Building Social Media Apps Is ‘Not Cool Anymore’

Alexis Ohanian is trying to figure out what’s next for user-generated content now that so much of the internet is “compromised.”

Coverage:
- Wired AI (2026-11-05): [Reddit Founder Says Building Social Media Apps Is ‘Not Cool Anymore’](https://www.wired.com/story/wired-world-fair-2026-alexis-ohanian/) -- lead source

### Axiom Math formally verifies the Stacks Project using AI agents to reduce errors in mathematical proofs

- Permalink: https://110010.art/s/a9b78dddfbfd445e/
- Original: https://techcrunch.com/2026/11/05/axiom-math-wants-to-keep-ai-slop-out-of-mathematics/
- Source: TechCrunch AI
- Published: 2026-11-05
- Original headline: Axiom Math wants to keep AI slop out of mathematics

As AI floods math with unchecked proofs, Axiom Math is betting on verification. The startup’s AI agents just formally verified the Stacks Project, one of the field’s biggest libraries.

Coverage:
- TechCrunch AI (2026-11-05): [Axiom Math wants to keep AI slop out of mathematics](https://techcrunch.com/2026/11/05/axiom-math-wants-to-keep-ai-slop-out-of-mathematics/) -- lead source

### Open Weights: Chris Alexiuk promotes open models for practical use by developers at NVIDIA

- Permalink: https://110010.art/s/4104f241129c416b/
- Original: https://blogs.nvidia.com/blog/nvidia-life-chris-alexiuk/
- Source: NVIDIA Blog
- Published: 2026-11-05
- Original headline: The Wizard of Open Weights: Chris Alexiuk Makes AI Easy With Open Models
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Chris Alexiuk has a simple rule about open source AI: If you believe in it, be loud about it. “We should be shouting about this technology from the rooftops,” said Alexiuk, a Toronto-based senior product research...

Coverage:
- NVIDIA Blog (2026-11-05): [The Wizard of Open Weights: Chris Alexiuk Makes AI Easy With Open Models](https://blogs.nvidia.com/blog/nvidia-life-chris-alexiuk/) -- lead source

### NVIDIA co-designs to maximize the value of every byte in the AI factory; corroborating coverage notes full-stack codesign improves memory efficiency

- Permalink: https://110010.art/s/b6797a7dda1d452c/
- Original: https://developer.nvidia.com/blog/five-ways-nvidia-co-design-maximizes-the-value-of-every-byte-in-the-ai-factory/
- Source: NVIDIA Developer (2 sources)
- Published: 2026-11-05
- Original headline: Five Ways NVIDIA Co-Design Maximizes the Value of Every Byte in the AI Factory
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

In an AI factory, high bandwidth memory (HBM)is the fastest, most expensive, and most contested memory tier. Every byte spent on a redundant weight copy, an...

Coverage:
- NVIDIA Developer (2026-11-05): [Five Ways NVIDIA Co-Design Maximizes the Value of Every Byte in the AI Factory](https://news.ycombinator.com/item?id=50381356) -- lead source
- NVIDIA Blog (2026-11-05): [More Performance From Every Byte: How Full-Stack Codesign Solves AI’s Memory Challenge](https://blogs.nvidia.com/blog/memory-full-stack-codesign/)

### Dropbox acquires Tigris Data for $350M to bolster its AI infrastructure; DBX Agent Cloud development supported by the deal

- Permalink: https://110010.art/s/301519211b064c4a/
- Original: https://techcrunch.com/2026/11/05/dropbox-acquires-tigris-data-for-350m-to-bolster-its-ai-iinfrastructure/
- Source: TechCrunch AI
- Published: 2026-11-05
- Original headline: Dropbox acquires Tigris Data for $350M to bolster its AI infrastructure

The deal is expected to support the development of DBX Agent Cloud, a new storage platform aimed at developers building AI models and agents.

Coverage:
- TechCrunch AI (2026-11-05): [Dropbox acquires Tigris Data for $350M to bolster its AI infrastructure](https://techcrunch.com/2026/11/05/dropbox-acquires-tigris-data-for-350m-to-bolster-its-ai-iinfrastructure/) -- lead source

### Hidden costs in AI supply chains emerge as demand grows

- Permalink: https://110010.art/s/36fd9424bf8540a9/
- Original: https://www.theverge.com/podcast/1024438/willy-shih-supply-chain-ai-chips-ram-where-does-my-stuff-come-from-book
- Source: The Verge AI
- Published: 2026-11-05
- Original headline: The hidden supply chain costs of the AI boom

Today, I’m talking with Willy Shih, an economist, a professor of management practice at Harvard Business School, and the author of the upcoming book, Where Does My Stuff Come From? The Powerful Economics Behind...

Coverage:
- The Verge AI (2026-11-05): [The hidden supply chain costs of the AI boom](https://www.theverge.com/podcast/1024438/willy-shih-supply-chain-ai-chips-ram-where-does-my-stuff-come-from-book) -- lead source

### PyTorch sampler rebalances class frequencies during training by resampling

- Permalink: https://110010.art/s/457787e544fd4cd3/
- Original: https://github.com/garge33limer/imbalanced-dataset-sampler
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: garge33limer/imbalanced-dataset-sampler: A PyTorch sampler that rebalances class frequencies during training by resampling.

★ 50 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [garge33limer/imbalanced-dataset-sampler: A PyTorch sampler that rebalances class frequencies during training by resampling.](https://github.com/garge33limer/imbalanced-dataset-sampler) -- lead source

### Python implementation of node2vec offers scalable feature learning for networks with biased random walks and skip-gram

- Permalink: https://110010.art/s/08bdd95147bd4221/
- Original: https://github.com/mwell70/node2vec
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: mwell70/node2vec: Python implementation of node2vec: scalable feature learning for networks with biased random walks and skip-gram.

★ 50 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [mwell70/node2vec: Python implementation of node2vec: scalable feature learning for networks with biased random walks and skip-gram.](https://github.com/mwell70/node2vec) -- lead source

### Box taps Nvidia’s Nemotron for new agent-first content retrieval system; system claims fourfold speed, 20% fewer errors, and 90% fewer tokens used

- Permalink: https://110010.art/s/4401cbd07c55439d/
- Original: https://techcrunch.com/2026/11/05/box-taps-nvidias-nemotron-for-new-agent-first-content-retrieval-system/
- Source: TechCrunch AI
- Published: 2026-11-05
- Original headline: Box taps Nvidia’s Nemotron for new agent-first content retrieval system
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

The system can supposedly answer queries four times faster, with 20% fewer errors and 90% fewer tokens used.

Coverage:
- TechCrunch AI (2026-11-05): [Box taps Nvidia’s Nemotron for new agent-first content retrieval system](https://techcrunch.com/2026/11/05/box-taps-nvidias-nemotron-for-new-agent-first-content-retrieval-system/) -- lead source

### Aina’s smart ring aims to control autonomous agents with one tap

- Permalink: https://110010.art/s/1205f6b2be0040e5/
- Original: https://www.wired.com/story/aina-smart-ring/
- Source: Wired AI (2 sources)
- Published: 2026-11-05
- Original headline: Exclusive: Aina’s Smart Ring Wants to Be a Remote Control for Your AI Agent

The startup Aina bets you won’t need to rely on your phone to control virtual assistants. It’s making a smart ring that lets you control the actions of your autonomous agents with one tap.

Coverage:
- Wired AI (2026-11-05): [Exclusive: Aina’s Smart Ring Wants to Be a Remote Control for Your AI Agent](https://www.wired.com/story/aina-smart-ring/) -- lead source
- TechCrunch AI (2026-11-05): [Aina’s smart ring has a screen, a joystick, and a mic so you can talk to AI agents](https://techcrunch.com/2026/11/05/ainas-smart-ring-has-a-screen-a-joystick-and-a-mic-so-you-can-talk-to-ai-agents/)

### Potential Sciences uses AI trained on computer-generated biochemical data to speed up drug discovery; UK government-backed startup aims to skip traditional lab work

- Permalink: https://110010.art/s/d1b3741e97d447e1/
- Original: https://www.wired.com/story/finding-new-drugs-is-laborious-this-ai-startup-is-skipping-the-lab-work/
- Source: Wired AI
- Published: 2026-11-05
- Original headline: Finding New Drugs Is Laborious. This AI Startup Is Skipping The Lab Work

Potential Sciences, a startup backed by the UK government, is betting that training AI models on computer-generated biochemical data can speed up the plodding process of developing new drugs.

Coverage:
- Wired AI (2026-11-05): [Finding New Drugs Is Laborious. This AI Startup Is Skipping The Lab Work](https://www.wired.com/story/finding-new-drugs-is-laborious-this-ai-startup-is-skipping-the-lab-work/) -- lead source

### Discovered Materials offers $200,000 for each of five open materials science problems solved with AI

- Permalink: https://110010.art/s/30c807ac8c054630/
- Original: https://techcrunch.com/2026/11/05/a-yc-startup-is-putting-1m-behind-five-unsolved-materials-science-problems-for-ai/
- Source: TechCrunch AI
- Published: 2026-11-05
- Original headline: A YC startup is putting $1M behind 5 unsolved materials science problems for AI

While frontier AI models have solved a remarkable series of outstanding mathematics problems and made progress in the life sciences, they have yet to truly plumb the complex physics in advanced materials.

Coverage:
- TechCrunch AI (2026-11-05): [A YC startup is putting $1M behind 5 unsolved materials science problems for AI](https://techcrunch.com/2026/11/05/a-yc-startup-is-putting-1m-behind-five-unsolved-materials-science-problems-for-ai/) -- lead source

### A from-scratch, dependency-free GPT implementation in pure NumPy with a byte-level tokenizer, multi-head self-attention, Adam trainer, and top-k sampler.

- Permalink: https://110010.art/s/73285a23a8ce4ec1/
- Original: https://github.com/prabeakarve/microgpt
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: prabeakarve/microgpt: A from-scratch, dependency-free GPT implementation in pure NumPy: byte-level tokenizer, multi-head self-attention, Adam trainer, and top-k sampler.

★ 51 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [prabeakarve/microgpt: A from-scratch, dependency-free GPT implementation in pure NumPy: byte-level tokenizer, multi-head self-attention, Adam trainer, and top-k sampler.](https://github.com/prabeakarve/microgpt) -- lead source

### AI helps analyze audio and video of dolphins to study their behavior; Denise Herzing of the Wild Dolphin Project discusses its use of AI

- Permalink: https://110010.art/s/c484a5b6282e4310/
- Original: https://www.wired.com/story/wired-world-fair-2026-denise-herzing-wild-dolphin/
- Source: Wired AI
- Published: 2026-11-05
- Original headline: AI’s Next Trick? Speaking Dolphin

Denise Herzing, the founder and director of the Wild Dolphin Project, is using AI to help understand audio and video footage of the marine mammals.

Coverage:
- Wired AI (2026-11-05): [AI’s Next Trick? Speaking Dolphin](https://www.wired.com/story/wired-world-fair-2026-denise-herzing-wild-dolphin/) -- lead source

### Agility becomes the first publicly traded pure-play humanoid robotics company on Nasdaq.

- Permalink: https://110010.art/s/7e09c2bf9e274eba/
- Original: https://techcrunch.com/2026/11/05/agility-is-the-first-pure-humanoid-robot-company-on-the-stock-market-are-you-buying/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-05
- Original headline: Agility is the first pure humanoid robot company on the stock market. Are you buying?

Agility arrives on the Nasdaq today as the first publicly traded pure-play humanoid robotics company.

Coverage:
- TechCrunch AI (2026-11-05): [Agility is the first pure humanoid robot company on the stock market. Are you buying?](https://techcrunch.com/2026/11/05/agility-is-the-first-pure-humanoid-robot-company-on-the-stock-market-are-you-buying/) -- lead source
- Ars Technica AI (2026-11-05): [Agility Robotics' Nasdaq debut invites scrutiny of humanoid robot market](https://arstechnica.com/ai/2026/11/agility-robotics-nasdaq-debut-invites-scrutiny-of-humanoid-robot-market/)

### EduTech application EdTech designed to bridge the gap between learning and landing your dream job

- Permalink: https://110010.art/s/d07c11e1e5a74e48/
- Original: https://github.com/DespiteVoltcloud/InterviewCopilot-rpocket-team
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: DespiteVoltcloud/InterviewCopilot-rpocket-team: EdTech application designed to bridge the gap between learning and landing your dream job

★ 66 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [DespiteVoltcloud/InterviewCopilot-rpocket-team: EdTech application designed to bridge the gap between learning and landing your dream job](https://github.com/DespiteVoltcloud/InterviewCopilot-rpocket-team) -- lead source

### OpenAI, Anthropic, and SpaceXSI reach out to Husk after he trolls AI labs for a living and viral exposure of chatbot shortcomings

- Permalink: https://110010.art/s/4b1ddc97417740e3/
- Original: https://www.wired.com/story/wired-world-fair-2026-evan-ratliff-and-husk/
- Source: Wired AI
- Published: 2026-11-05
- Original headline: He Trolls AI Labs for a Living. Now They All Want to Work With Him
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

OpenAI, Anthropic, and SpaceXSI have all reached out to Husk, an influencer who regularly goes viral by exposing the shortcomings of chatbots.

Coverage:
- Wired AI (2026-11-05): [He Trolls AI Labs for a Living. Now They All Want to Work With Him](https://www.wired.com/story/wired-world-fair-2026-evan-ratliff-and-husk/) -- lead source

### Onlyread: a Chrome extension that makes AI browser agents read-only by refusing writes (send, post, edit, delete) before they leave the browser

- Permalink: https://110010.art/s/6c6a474f75e44004/
- Original: https://github.com/onlyreadai/onlyread
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: onlyreadai/onlyread: Make AI browser agents read-only: a Chrome extension that refuses writes (send, post, edit, delete) before they leave the browser.

★ 87 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [onlyreadai/onlyread: Make AI browser agents read-only: a Chrome extension that refuses writes (send, post, edit, delete) before they leave the browser.](https://github.com/onlyreadai/onlyread) -- lead source

### Big Tech continues to spend heavily on AI data center buildout, with returns not yet evident, after quarterly earnings calls from four major rivals.

- Permalink: https://110010.art/s/bf6bc0a093ec489c/
- Original: https://www.theverge.com/ai-artificial-intelligence/1027344/amazon-microsoft-alphabet-google-meta-data-centers-earnings-q3
- Source: The Verge AI
- Published: 2026-11-05
- Original headline: Big Tech’s big AI buildout will not end until someone stops it

After four of the biggest competitors in the AI race held quarterly earnings calls late last month, two things are clear: Big Tech is not done spending record amounts on the AI data center buildout, and the AI data...

Coverage:
- The Verge AI (2026-11-05): [Big Tech’s big AI buildout will not end until someone stops it](https://www.theverge.com/ai-artificial-intelligence/1027344/amazon-microsoft-alphabet-google-meta-data-centers-earnings-q3) -- lead source

### OpenAI releases GPT-6 Cyber, a cybersecurity model for finding vulnerabilities and developing fixes within an authorized scope; OpenAI says it is better at not hacking other companies

- Permalink: https://110010.art/s/5db3dff65f0f4afb/
- Original: https://openai.com/index/introducing-gpt-6-cyber
- Source: OpenAI (3 sources)
- Published: 2026-11-05
- Original headline: GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents
- Tags: [OpenAI](https://110010.art/tags/openai/)

Introducing GPT‑6 Cyber, OpenAI’s cybersecurity model for finding exploitable vulnerabilities and developing fixes, trained to stay within authorized scope.

Coverage:
- OpenAI (2026-11-05): [GPT‑6 Cyber: Advancing the frontier of aligned cybersecurity agents](https://openai.com/index/introducing-gpt-6-cyber) -- lead source
- The Verge AI (2026-11-05): [OpenAI says its new cybersecurity model is better at not hacking other companies](https://www.theverge.com/ai-artificial-intelligence/1027599/openai-gpt-6-cyber-launch)
- TechCrunch AI (2026-11-05): [OpenAI released a new cybersecurity model. Is that enough?](https://techcrunch.com/2026/11/05/openai-released-a-new-cybersecurity-model-is-that-enough/)

### Merge builds product and business tools using OpenAI technology, including GPT-6 Astra, ChatGPT, and Codex, to review product code and support marketing.

- Permalink: https://110010.art/s/b5ec3e97aa254fe3/
- Original: https://openai.com/index/merge-builds-with-openai
- Source: OpenAI
- Published: 2026-11-05
- Original headline: Merge builds product and business tools with OpenAI technology
- Tags: [OpenAI](https://110010.art/tags/openai/), [GPT-6](https://110010.art/tags/gpt-6/), [ChatGPT](https://110010.art/tags/chatgpt/)

Merge uses GPT-6 Astra, ChatGPT, and Codex to review product code and support marketing. Its teams also use AI to plan executive dinners and prepare sales updates.

Coverage:
- OpenAI (2026-11-05): [Merge builds product and business tools with OpenAI technology](https://openai.com/index/merge-builds-with-openai) -- lead source

### BlendClone converts a reference video into an editable Blender project using AI scene analysis, declarative compiler, and side-by-side fidelity scoring; exports as .blend

- Permalink: https://110010.art/s/736426e3fc3444de/
- Original: https://github.com/blixvip/BlendClone
- Source: GitHub Trending (AI)
- Published: 2026-11-05
- Original headline: blixvip/BlendClone: Turn a reference video into an editable Blender project: AI scene analysis, declarative compiler, side-by-side fidelity scoring, .blend export.

★ 65 stars

Coverage:
- GitHub Trending (AI) (2026-11-05): [blixvip/BlendClone: Turn a reference video into an editable Blender project: AI scene analysis, declarative compiler, side-by-side fidelity scoring, .blend export.](https://github.com/blixvip/BlendClone) -- lead source

### OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI infrastructure development.

- Permalink: https://110010.art/s/3de5ddb518f64eef/
- Original: https://openai.com/index/setting-new-standard-responsible-ai-infrastructure
- Source: OpenAI (2 sources)
- Published: 2026-11-05
- Original headline: Setting a new standard for responsible AI infrastructure
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI introduces its National Community Compact and Compute Campus Policy Blueprint to protect local resources, create jobs, and guide responsible AI infrastructure development.

Coverage:
- OpenAI (2026-11-05): [Setting a new standard for responsible AI infrastructure](https://openai.com/index/setting-new-standard-responsible-ai-infrastructure) -- lead source
- Hacker News (AI) (2026-11-05): [Setting a new standard for responsible AI infrastructure](https://news.ycombinator.com/item?id=50384901)

### Flipsnack grows product signups by optimizing conversions through ChatGPT Ads campaigns; focuses on trial registrations and lower signup cost

- Permalink: https://110010.art/s/1709e226a8664bc5/
- Original: https://openai.com/ads/customers/flipsnack
- Source: OpenAI
- Published: 2026-11-05
- Original headline: Flipsnack grows product signups with conversion optimization
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Flipsnack focused its ChatGPT Ads campaigns on getting people to try its product, growing registrations while lowering the cost per signup.

Coverage:
- OpenAI (2026-11-05): [Flipsnack grows product signups with conversion optimization](https://openai.com/ads/customers/flipsnack) -- lead source

### Franklin Templeton uses OpenAI to support investment research in equity analysis and risk assessment.

- Permalink: https://110010.art/s/441c22a8201b4db0/
- Original: https://openai.com/index/franklin-templeton
- Source: OpenAI
- Published: 2026-11-05
- Original headline: Franklin Templeton uses OpenAI to support investment research
- Tags: [OpenAI](https://110010.art/tags/openai/)

Starting with equity research, Franklin Templeton is developing AI workflows to help portfolio managers compare research views and examine investment risks.

Coverage:
- OpenAI (2026-11-05): [Franklin Templeton uses OpenAI to support investment research](https://openai.com/index/franklin-templeton) -- lead source

### A closer look at Phonon TTS; launching high-quality on-device speech that tops the benchmarks.

- Permalink: https://110010.art/s/13445ba4fe124847/
- Original: https://huggingface.co/blog/phonon-tts
- Source: Hugging Face
- Published: 2026-11-05
- Original headline: A Closer Look at Phonon TTS. Launching High-Quality On-Device Speech That Tops the Benchmarks.

Coverage:
- Hugging Face (2026-11-05): [A Closer Look at Phonon TTS. Launching High-Quality On-Device Speech That Tops the Benchmarks.](https://huggingface.co/blog/phonon-tts) -- lead source

### ALSAREM/MazCryptoBot evolves thousands of rule-based agents every night, tests them through paper trading, and promotes to real money only after a human-operated switch.

- Permalink: https://110010.art/s/03a86b027bfa4535/
- Original: https://github.com/ALSAREM/MazCryptoBot
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: ALSAREM/MazCryptoBot: Crypto trading lab where thousands of rule-based agents are evolved every night, judged without mercy, and promoted to real money only through paper trading and a human-operated switch.

★ 5 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [ALSAREM/MazCryptoBot: Crypto trading lab where thousands of rule-based agents are evolved every night, judged without mercy, and promoted to real money only through paper trading and a human-operated switch.](https://github.com/ALSAREM/MazCryptoBot) -- lead source

### Data centers in space emerge as reaction to Democrats' wins in AI infrastructure spots; tech advocates seek comfort in low-Earth orbit

- Permalink: https://110010.art/s/ef534e4173914333/
- Original: https://www.wired.com/story/the-blue-wave-has-tech-bros-scrambling-for-data-centers-in-space/
- Source: Wired AI
- Published: 2026-11-04
- Original headline: The Blue Wave Has Tech Bros Scrambling for Data Centers in Space

After Democrats won big in Texas and other AI infrastructure hot spots on Tuesday, data center enthusiasts looked for comfort in low Earth orbit.

Coverage:
- Wired AI (2026-11-04): [The Blue Wave Has Tech Bros Scrambling for Data Centers in Space](https://www.wired.com/story/the-blue-wave-has-tech-bros-scrambling-for-data-centers-in-space/) -- lead source

### Web grounding for the Decisions API — Perplexity

- Permalink: https://110010.art/s/f426005a5b0043bf/
- Original: https://news.google.com/rss/articles/CBMiekFVX3lxTFBDYTByVnczaWtpSDU5c2EycUhrYi1rRkowbVJiTUJidWh0TTFxMFNfQTV5ZG9RRzNVTU1mM1I2dThvX3NNRE5sX2tUTzhmb0x4eHdpRnZPTDB6czRpVjJzbU9tQmFseDRmdC0wY2NwbWdZVjN1elJia1lR?oc=5
- Source: Perplexity (via Google News)
- Published: 2026-11-04
- Original headline: Web grounding for the Decisions API - Perplexity
- Tags: [Perplexity](https://110010.art/tags/perplexity/)

Web grounding for the Decisions API  Perplexity

Coverage:
- Perplexity (via Google News) (2026-11-04): [Web grounding for the Decisions API - Perplexity](https://news.google.com/rss/articles/CBMiekFVX3lxTFBDYTByVnczaWtpSDU5c2EycUhrYi1rRkowbVJiTUJidWh0TTFxMFNfQTV5ZG9RRzNVTU1mM1I2dThvX3NNRE5sX2tUTzhmb0x4eHdpRnZPTDB6czRpVjJzbU9tQmFseDRmdC0wY2NwbWdZVjN1elJia1lR?oc=5) -- lead source

### AI PACs spent millions influencing the 2026 midterms with mixed results

- Permalink: https://110010.art/s/b1ad24fe50cb4430/
- Original: https://techcrunch.com/2026/11/04/ai-pacs-spent-millions-trying-to-shape-congress-heres-how-they-fared/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: AI PACs spent millions trying to shape Congress — here’s how they fared

AI industry PACs spent millions influencing the 2026 midterms, with mixed results. Political groups are already looking toward the next election cycle.

Coverage:
- TechCrunch AI (2026-11-04): [AI PACs spent millions trying to shape Congress — here’s how they fared](https://techcrunch.com/2026/11/04/ai-pacs-spent-millions-trying-to-shape-congress-heres-how-they-fared/) -- lead source

### Qualcomm aims to grow data center business to offset smartphone declines; partnerships with Amazon and Meta cited

- Permalink: https://110010.art/s/fca57d537dbd4cdb/
- Original: https://www.theverge.com/ai-artificial-intelligence/1026867/qualcomm-earnings-data-centers
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: Qualcomm is betting big on data centers as smartphone sales sink
- Tags: [Meta](https://110010.art/tags/meta/)

With smartphone sales tanking by around 20 percent compared to 2025, Qualcomm is looking to data centers to help boost its bottom line. During its Q4 2026 earnings call, the company laid out its plans to make a...

Coverage:
- The Verge AI (2026-11-04): [Qualcomm is betting big on data centers as smartphone sales sink](https://www.theverge.com/ai-artificial-intelligence/1026867/qualcomm-earnings-data-centers) -- lead source

### Pi-gpui: a native GUI for the pi coding agent built with Rust and GPUI for macOS (Apple silicon) and Linux

- Permalink: https://110010.art/s/c19524518b0a4a86/
- Original: https://github.com/bytesbay/pi-gpui
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: bytesbay/pi-gpui: A native GUI for the pi coding agent, built with Rust and GPUI. For macOS (Apple silicon) and Linux.

★ 103 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [bytesbay/pi-gpui: A native GUI for the pi coding agent, built with Rust and GPUI. For macOS (Apple silicon) and Linux.](https://github.com/bytesbay/pi-gpui) -- lead source

### NVIDIA uses AI agents to streamline AI factory operations across compute, network, hardware, and scheduling

- Permalink: https://110010.art/s/ce5239e9f8914cc5/
- Original: https://developer.nvidia.com/blog/how-nvidia-uses-ai-agents-to-streamline-ai-factory-operations/
- Source: NVIDIA Developer
- Published: 2026-11-04
- Original headline: How NVIDIA Uses AI Agents to Streamline AI Factory Operations
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

As GPU clusters scale, operations span compute, network, hardware, and scheduling. Site reliability engineers (SREs) often have to examine multiple dashboards...

Coverage:
- NVIDIA Developer (2026-11-04): [How NVIDIA Uses AI Agents to Streamline AI Factory Operations](https://developer.nvidia.com/blog/how-nvidia-uses-ai-agents-to-streamline-ai-factory-operations/) -- lead source

### Elon Musk could have spent $446 million in 17 better ways; primary source argues spending time on social media harms cognition

- Permalink: https://110010.art/s/246b32eb5f264352/
- Original: https://www.theverge.com/ai-artificial-intelligence/1026878/not-even-good-at-being-rich
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: 17 better ways Elon Musk could have wasted $446 million

One of the basic problems of spending too much time on social media is that you are cooking your brain by reading posts from a pack of attention-seeking lunatics. If your social media of choice is the site formerly...

Coverage:
- The Verge AI (2026-11-04): [17 better ways Elon Musk could have wasted $446 million](https://www.theverge.com/ai-artificial-intelligence/1026878/not-even-good-at-being-rich) -- lead source

### OpenAI aims to influence the 2028 election through a proposed social contract, with potential benefits for Americans and alignment with its business interests.

- Permalink: https://110010.art/s/5043c4cd244446cb/
- Original: https://techcrunch.com/2026/11/04/openai-is-already-trying-to-shape-the-2028-election/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: OpenAI is already trying to shape the 2028 election
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI’s Chris Lehane wants AI to define the 2028 election, proposing a new social contract that could benefit Americans while also advancing the AI giant’s own business interests.

Coverage:
- TechCrunch AI (2026-11-04): [OpenAI is already trying to shape the 2028 election](https://techcrunch.com/2026/11/04/openai-is-already-trying-to-shape-the-2028-election/) -- lead source

### Meta acquires AI coding startup Conductor; startup provides teams of agents to work on project tasks simultaneously

- Permalink: https://110010.art/s/1962a798362a4dc2/
- Original: https://techcrunch.com/2026/11/04/meta-acquires-ai-coding-startup-conductor/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: Meta acquires AI coding startup Conductor
- Tags: [Meta](https://110010.art/tags/meta/)

The startup allows software engineers to deploy teams of agents to work on various aspects of a project simultaneously.

Coverage:
- TechCrunch AI (2026-11-04): [Meta acquires AI coding startup Conductor](https://techcrunch.com/2026/11/04/meta-acquires-ai-coding-startup-conductor/) -- lead source

### Big Tech says voters’ AI backlash is “anti-Trump” not “anti-tech”; Democrats run more anti-tech ads amid AI boom

- Permalink: https://110010.art/s/4e4f9cec91294eba/
- Original: https://arstechnica.com/tech-policy/2026/11/big-tech-claims-voters-ai-backlash-is-anti-trump-not-anti-tech/
- Source: Ars Technica AI (2 sources)
- Published: 2026-11-04
- Original headline: Big Tech claims voters’ AI backlash is “anti-Trump” not “anti-tech”

Tech industry in denial as US overwhelmingly votes to restrict AI, data centers.

Coverage:
- Hacker News (AI) (2026-11-03): [Democrats run more anti-tech ads amid AI boom](https://news.ycombinator.com/item?id=50355839)
- Ars Technica AI (2026-11-04): [Big Tech claims voters’ AI backlash is “anti-Trump” not “anti-tech”](https://news.ycombinator.com/item?id=50375602) -- lead source

### Windows app that turns any subject into a full, scheduled, graded course, built and marked by Claude Code

- Permalink: https://110010.art/s/85250b8d0eb247c6/
- Original: https://github.com/munitkala/selfsemester
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: munitkala/selfsemester: Windows app that turns any subject into a full, scheduled, graded course, built and marked by your own Claude Code
- Tags: [Claude](https://110010.art/tags/claude/)

★ 78 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [munitkala/selfsemester: Windows app that turns any subject into a full, scheduled, graded course, built and marked by your own Claude Code](https://github.com/munitkala/selfsemester) -- lead source

### The biggest pro-AI super PAC network did not have a significant impact on the midterms.

- Permalink: https://110010.art/s/e757588ccd6e44cd/
- Original: https://www.wired.com/story/the-biggest-pro-ai-super-pac-network-didnt-really-impact-the-midterms/
- Source: Wired AI
- Published: 2026-11-04
- Original headline: The Biggest Pro-AI Super PAC Network Didn’t Really Impact the Midterms

Leading the Future, backed by Silicon Valley’s biggest billionaires, had a war chest of $100 million and an aggressive stance against AI regulation. All of it didn’t add up to much on Tuesday night.

Coverage:
- Wired AI (2026-11-04): [The Biggest Pro-AI Super PAC Network Didn’t Really Impact the Midterms](https://www.wired.com/story/the-biggest-pro-ai-super-pac-network-didnt-really-impact-the-midterms/) -- lead source

### Gemini for Home integrates with AT&T’s smart security system, enabling Gemini-powered features like event summaries and video history search.

- Permalink: https://110010.art/s/5a6e388b7d3a423f/
- Original: https://www.theverge.com/tech/1026787/att-gemini-for-home-connected-life-security-system
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: Gemini for Home now plugs into AT&#038;T’s smart security system
- Tags: [Gemini](https://110010.art/tags/gemini/)

AT&T's smart home security system now integrates with Gemini for Home. The company says its Connected Life system is the "first" home security product to integrate with Google Home Premium, enabling a bunch of...

Coverage:
- The Verge AI (2026-11-04): [Gemini for Home now plugs into AT&#038;T’s smart security system](https://www.theverge.com/tech/1026787/att-gemini-for-home-connected-life-security-system) -- lead source

### Hugging Face’s CEO says its P(Doom) is close to zero; notes risk from players building behind closed doors

- Permalink: https://110010.art/s/9f40e2f4579f4681/
- Original: https://www.wired.com/story/wired-world-fair-2026-clement-delangue-hugging-face/
- Source: Wired AI
- Published: 2026-11-04
- Original headline: Hugging Face’s CEO Says His P(Doom) Is ‘Close to Zero’
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

“Most of the risk is actually created by a couple of players building behind closed doors,” Clément Delangue said of the need for open source AI.

Coverage:
- Wired AI (2026-11-04): [Hugging Face’s CEO Says His P(Doom) Is ‘Close to Zero’](https://www.wired.com/story/wired-world-fair-2026-clement-delangue-hugging-face/) -- lead source

### Texas remains the fastest-growing US data center market, but elections in Texas raise questions about the state’s AI buildout; AI stocks slide as Texas governor result raises data center risks.

- Permalink: https://110010.art/s/2e9fc297fdb84da6/
- Original: https://www.technologyreview.com/2026/11/04/1148043/texas-was-the-new-epicenter-of-the-ai-data-center-buildout-that-might-be-kaput/
- Source: MIT Technology Review AI (2 sources)
- Published: 2026-11-04
- Original headline: Texas was the new epicenter of the AI data center buildout. That might be kaput.

Texas is the fastest-growing data center market in the US and ground zero for Big Tech’s largest AI buildouts. But the blue wave that swept the Lone Star State may jeopardize that position. Democrat James Talarico...

Coverage:
- Hacker News (AI) (2026-11-04): [AI stocks slide as Texas governor result raises data center risks](https://news.ycombinator.com/item?id=50362274)
- MIT Technology Review AI (2026-11-04): [Texas was the new epicenter of the AI data center buildout. That might be kaput.](https://www.technologyreview.com/2026/11/04/1148043/texas-was-the-new-epicenter-of-the-ai-data-center-buildout-that-might-be-kaput/) -- lead source

### Hugging Face’s policy chief discusses the costs, risks, and trade-offs of building on open source AI.

- Permalink: https://110010.art/s/2fb45ed31ac54215/
- Original: https://techcrunch.com/podcast/building-on-open-source-ai-hugging-faces-policy-chief-on-the-costs-risks-and-trade-offs/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: Building on open source AI? Hugging Face’s policy chief on the costs, risks, and trade-offs
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Open source models are becoming more mainstream as enterprises, governments and startups alike rely on the promise of lower costs, more control, and more flexibility. But as increasingly capable models become more...

Coverage:
- TechCrunch AI (2026-11-04): [Building on open source AI? Hugging Face’s policy chief on the costs, risks, and trade-offs](https://techcrunch.com/podcast/building-on-open-source-ai-hugging-faces-policy-chief-on-the-costs-risks-and-trade-offs/) -- lead source

### Nothing teases a screen-free AI device ahead of launch next month

- Permalink: https://110010.art/s/aac3f12abc2642fc/
- Original: https://www.theverge.com/ai-artificial-intelligence/1026586/nothing-screen-free-ai-device-carl-pei
- Source: The Verge AI (2 sources)
- Published: 2026-11-04

Nothing CEO Carl Pei said in a post on X that the company's launching its first AI device in December. That's just a little over a year after Pei announced plans for "AI-native" devices and an AI operating system. He...

Coverage:
- The Verge AI (2026-11-04): [Nothing teases a screen-free AI device ahead of launch next month](https://www.theverge.com/ai-artificial-intelligence/1026586/nothing-screen-free-ai-device-carl-pei) -- lead source
- TechCrunch AI (2026-11-04): [Nothing CEO says company’s mysterious AI-first device is dropping next month](https://techcrunch.com/2026/11/04/nothing-ceo-says-companys-mysterious-ai-first-device-is-dropping-next-month/)

### Therapist suggests discarding Amazon Bee Frontier; Verge Optimizer discusses latest gadgets claiming to change your life

- Permalink: https://110010.art/s/ad3fb0d5a9394edd/
- Original: https://www.theverge.com/column/1026464/optimizer-amazon-bee-frontier-ambient-listening-wearables
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: My therapist thinks I should chuck the Amazon Bee Frontier out a window

This is Optimizer, a weekly newsletter sent from Verge senior reviewer Victoria Song that dissects and discusses the latest gizmos and potions that swear they're going to change your life. Opt in for Optimizer here....

Coverage:
- The Verge AI (2026-11-04): [My therapist thinks I should chuck the Amazon Bee Frontier out a window](https://www.theverge.com/column/1026464/optimizer-amazon-bee-frontier-ambient-listening-wearables) -- lead source

### Dharma field extractor converts any document input into structured JSON output of fields

- Permalink: https://110010.art/s/fc5e2298f4054895/
- Original: https://huggingface.co/blog/Dharma-AI/dharma-field-extractor
- Source: Hugging Face
- Published: 2026-11-04
- Original headline: Dharma Field Extractor: Any Document In, Structured Fields in JSON Out

Coverage:
- Hugging Face (2026-11-04): [Dharma Field Extractor: Any Document In, Structured Fields in JSON Out](https://huggingface.co/blog/Dharma-AI/dharma-field-extractor) -- lead source

### PulmoScope: an end-to-end AI pipeline screens lung CT slices for nodules and localizes them using patient risk factors, a CNN classifier, and U-Net segmentation

- Permalink: https://110010.art/s/8d04b4ec50354eaf/
- Original: https://github.com/ali-119/PulmoScope
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: ali-119/PulmoScope:    An end-to-end AI pipeline that screens lung CT slices for nodules and localizes them, using patient risk factors, a CNN classifier, and U-Net segmentation.

★ 6 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [ali-119/PulmoScope:    An end-to-end AI pipeline that screens lung CT slices for nodules and localizes them, using patient risk factors, a CNN classifier, and U-Net segmentation.](https://github.com/ali-119/PulmoScope) -- lead source

### NVIDIA factory operations blueprint coordinates AI agents to investigate production issues

- Permalink: https://110010.art/s/5cefc00f472d4954/
- Original: https://developer.nvidia.com/blog/how-nvidia-factory-operations-blueprint-coordinates-ai-agents-to-investigate-production-issues/
- Source: NVIDIA Developer
- Published: 2026-11-04
- Original headline: How NVIDIA Factory Operations Blueprint Coordinates AI Agents to Investigate Production Issues
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

A Siemens report estimates that unplanned downtime costs an average large plant in the surveyed sectors $253 million per year. Whether investigating a failed...

Coverage:
- NVIDIA Developer (2026-11-04): [How NVIDIA Factory Operations Blueprint Coordinates AI Agents to Investigate Production Issues](https://developer.nvidia.com/blog/how-nvidia-factory-operations-blueprint-coordinates-ai-agents-to-investigate-production-issues/) -- lead source

### Apple’s Siri Recaps prove surprisingly useful within one day, though privacy concerns remain.

- Permalink: https://110010.art/s/d2a24ca0bcbb4a5d/
- Original: https://techcrunch.com/2026/11/04/i-tried-apples-siri-recaps-theyre-surprisingly-useful-and-a-little-unsettling/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: I tried Apple’s Siri Recaps. They’re surprisingly useful — and a little unsettling

Apple's AI-powered Siri Recaps won me over in just one day, despite my privacy reservations. But there's still room for improvement.

Coverage:
- TechCrunch AI (2026-11-04): [I tried Apple’s Siri Recaps. They’re surprisingly useful — and a little unsettling](https://techcrunch.com/2026/11/04/i-tried-apples-siri-recaps-theyre-surprisingly-useful-and-a-little-unsettling/) -- lead source

### Data center developers face a more restrictive building environment after voters elected candidates who favor moratoriums and measures that hinder expansion, delivering a blow to the AI industry.

- Permalink: https://110010.art/s/7edb1c817692466a/
- Original: https://www.theverge.com/policy/1026365/data-centers-midterms-results
- Source: The Verge AI (4 sources)
- Published: 2026-11-04
- Original headline: Data centers lost the midterms

Data center developers are poised to face a more restrictive building environment after voters across the country voted in candidates who favor moratoriums and ballot measures that put more obstacles on their...

Coverage:
- Hacker News (AI) (2026-11-04): [AI data centers comprehensively defeated at US midterm elections](https://news.ycombinator.com/item?id=50367085)
- The Verge AI (2026-11-04): [Data centers lost the midterms](https://www.theverge.com/policy/1026365/data-centers-midterms-results) -- lead source
- Wired AI (2026-11-04): [The Results Are In: Voters Hate Data Centers](https://www.wired.com/story/the-results-are-in-voters-hate-data-centers/)
- TechCrunch AI (2026-11-05): [After the midterms, a bigger clash over data centers could be coming](https://techcrunch.com/2026/11/04/after-the-midterms-a-bigger-clash-over-data-centers-could-be-coming/)
- Hacker News (AI) (2026-11-06): [OpenAI will keep investing in AI data centers despite election results](https://news.ycombinator.com/item?id=50395293)

### Uber fulfilled only four rides via AI agents in the third quarter of 2026; Uber Eats orders fulfilled by AI agents were around 500.

- Permalink: https://110010.art/s/5920462056c54800/
- Original: https://www.theverge.com/transportation/1026306/uber-ai-agents-q3-earnings-disintermediation
- Source: The Verge AI (2 sources)
- Published: 2026-11-04
- Original headline: Uber only fulfilled 4 rides from AI agents last quarter

AI agents won't be stealing Uber's lunch any time soon. Only four rides were arranged by third-party AI agents during the third quarter of 2026, Uber executives disclosed during an earnings call this morning. The...

Coverage:
- The Verge AI (2026-11-04): [Uber only fulfilled 4 rides from AI agents last quarter](https://www.theverge.com/transportation/1026306/uber-ai-agents-q3-earnings-disintermediation) -- lead source
- The Verge AI (2026-11-04): [Uber only fulfilled 4 rides from AI agents last quarter](https://news.ycombinator.com/item?id=50367499)
- TechCrunch AI (2026-11-04): [Almost no one uses AI agents to book their Uber, company says](https://techcrunch.com/2026/11/04/almost-no-one-uses-ai-agents-to-book-their-uber-company-says/)

### Embed 5 and Rerank 5 now on OpenRouter; Cohere reports

- Permalink: https://110010.art/s/22cae0c437434a1a/
- Original: https://news.google.com/rss/articles/CBMiXkFVX3lxTE9Ya1l2MkpoQThhdi1SRGdwYTFBZmFjMUdxYnBZNzdEbGRnaHFpLWp0ZGI1ZG1yY2NmTHE0aTZ2aXZ2cVY4UFJpTDJFeTEwOGtYdFptdDRWdHptdlpiLWc?oc=5
- Source: Cohere (via Google News)
- Published: 2026-11-04
- Original headline: Embed 5 and Rerank 5 now on OpenRouter - Cohere
- Tags: [Cohere](https://110010.art/tags/cohere/)

Embed 5 and Rerank 5 now on OpenRouter  Cohere

Coverage:
- Cohere (via Google News) (2026-11-04): [Embed 5 and Rerank 5 now on OpenRouter - Cohere](https://news.google.com/rss/articles/CBMiXkFVX3lxTE9Ya1l2MkpoQThhdi1SRGdwYTFBZmFjMUdxYnBZNzdEbGRnaHFpLWp0ZGI1ZG1yY2NmTHE0aTZ2aXZ2cVY4UFJpTDJFeTEwOGtYdFptdDRWdHptdlpiLWc?oc=5) -- lead source

### datasette-llm 0.1a10 fixes bug restricting available LLM models to configured ones

- Permalink: https://110010.art/s/2fd4120df99c44cd/
- Original: https://simonwillison.net/2026/Nov/4/datasette-llm/
- Source: Simon Willison
- Published: 2026-11-04
- Original headline: datasette-llm 0.1a10

Release: datasette-llm 0.1a10
        Fixes a bug that affected my agent.datasette.io demo site, where the set of available LLM models was not correctly restricted to just those in the configuration.
    
    
      ...

Coverage:
- Simon Willison (2026-11-04): [datasette-llm 0.1a10](https://simonwillison.net/2026/Nov/4/datasette-llm/) -- lead source

### Sam Altman says he wants the world to have lots of memory and for people to put as much as they want in their computers.

- Permalink: https://110010.art/s/8bb9f652fd2d4e96/
- Original: https://www.theverge.com/ai-artificial-intelligence/1026292/sam-altman-ram-shortage-pcs-comments
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: Sam Altman addresses RAM comments: People should &#8216;put as much as they want in their computers&#8217;
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI CEO Sam Altman spent election night defending his position on PC RAM purchases. He changed his name on X to "Ram Altman" in response to another user's comment, saying, "i actually do want the world to have...

Coverage:
- The Verge AI (2026-11-04): [Sam Altman addresses RAM comments: People should &#8216;put as much as they want in their computers&#8217;](https://www.theverge.com/ai-artificial-intelligence/1026292/sam-altman-ram-shortage-pcs-comments) -- lead source

### OpenAI to acquire Pierre Computer Company, Inc.; the deal expands Codex’s tools for building, understanding, and reviewing code

- Permalink: https://110010.art/s/1e007809c4e14567/
- Original: https://openai.com/index/openai-to-acquire-pierre
- Source: OpenAI
- Published: 2026-11-04
- Original headline: OpenAI to acquire Pierre Computer Company, Inc.
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI will acquire Pierre Computer Company, expanding Codex’s tools for building, understanding, and reviewing code.

Coverage:
- OpenAI (2026-11-04): [OpenAI to acquire Pierre Computer Company, Inc.](https://openai.com/index/openai-to-acquire-pierre) -- lead source

### OpenAI considers renaming data centers to “AI compute campuses.”

- Permalink: https://110010.art/s/19fcaa724f55416e/
- Original: https://techcrunch.com/2026/11/01/openai-might-rebrand-its-data-centers-as-ai-compute-campuses/
- Source: TechCrunch AI (3 sources)
- Published: 2026-11-04
- Original headline: OpenAI might rebrand its data centers as ‘AI compute campuses’
- Tags: [OpenAI](https://110010.art/tags/openai/)

Data centers are deeply unpopular. But what if we called them something else?

Coverage:
- Hacker News (AI) (2026-11-03): [OpenAI considers rebranding data centers to 'AI compute campuses"](https://news.ycombinator.com/item?id=50346759)
- TechCrunch AI (2026-11-04): [OpenAI might rebrand its data centers as ‘AI compute campuses’](https://news.ycombinator.com/item?id=50365733) -- lead source
- The Verge AI (2026-11-06): [OpenAI is quietly renaming data centers ‘compute campuses’](https://news.ycombinator.com/item?id=50389044)

### UK officials’ £400 billion AI economic impact figure largely came from Google, but the AI minister now says the estimate is less than a third of that; researchers blame slow adoption.

- Permalink: https://110010.art/s/ec4d81cf9e1e496a/
- Original: https://www.wired.com/story/uk-officials-said-ai-would-add-400-billion-to-the-economy-that-figure-mainly-came-from-google/
- Source: Wired AI
- Published: 2026-11-04
- Original headline: UK Officials Said AI Would Add £400 Billion to the Economy. That Figure Mainly Came From Google

The AI minister now concedes the estimated figure is less than a third of that. Researchers blame the country’s slow rate of adoption.

Coverage:
- Wired AI (2026-11-04): [UK Officials Said AI Would Add £400 Billion to the Economy. That Figure Mainly Came From Google](https://www.wired.com/story/uk-officials-said-ai-would-add-400-billion-to-the-economy-that-figure-mainly-came-from-google/) -- lead source

### TechCrunch Founder Summit 2026 opens doors at 9 a.m. ET in Boston

- Permalink: https://110010.art/s/2c796f1974684227/
- Original: https://techcrunch.com/2026/11/04/techcrunch-founder-summit-2026-todays-the-day/
- Source: TechCrunch AI
- Published: 2026-11-04
- Original headline: TechCrunch Founder Summit 2026: Doors open at 9 a.m. ET in Boston

Today is the day to join TechCrunch Founder Summit 2026 in Boston's SoWa Power Station. Register now to join this founder-focused conference today.

Coverage:
- TechCrunch AI (2026-11-04): [TechCrunch Founder Summit 2026: Doors open at 9 a.m. ET in Boston](https://techcrunch.com/2026/11/04/techcrunch-founder-summit-2026-todays-the-day/) -- lead source

### Securing the agentic enterprise with data lineage

- Permalink: https://110010.art/s/31fcf15b77e14f67/
- Original: https://www.technologyreview.com/2026/11/04/1147596/securing-the-agentic-enterprise-with-data-lineage/
- Source: MIT Technology Review AI
- Published: 2026-11-04

A sales representative asks an AI agent for customer pricing, and the agent pulls data from multiple sources: restricted pricing systems, internal communications, and archived quotes. The output looks accurate to the...

Coverage:
- MIT Technology Review AI (2026-11-04): [Securing the agentic enterprise with data lineage](https://www.technologyreview.com/2026/11/04/1147596/securing-the-agentic-enterprise-with-data-lineage/) -- lead source

### WebsiteBench: AI agents rebuild websites through browser exploration

- Permalink: https://110010.art/s/a43877630948419c/
- Original: https://github.com/TIGER-AI-Lab/WebsiteBench
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: TIGER-AI-Lab/WebsiteBench: Can AI agents rebuild websites through browser exploration?

★ 268 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [TIGER-AI-Lab/WebsiteBench: Can AI agents rebuild websites through browser exploration?](https://news.ycombinator.com/item?id=50378231) -- lead source

### Google’s search revenue growth slows to 12% YoY in Q3; Alphabet reports fastest-growing search queries but weaker monetization prospects for AI-powered tools

- Permalink: https://110010.art/s/36b85e92301c4f0f/
- Original: https://www.theverge.com/ai-artificial-intelligence/1024862/google-search-ai-overviews-alphabet-earnings-q3
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: Google hasn&#8217;t figured out how to make AI pay like its search engine

Search queries are growing at their fastest rate in five years, Google parent Alphabet said in its earnings report last week. However, Google's Search revenue growth slowed to 12 percent year over year in the third...

Coverage:
- The Verge AI (2026-11-04): [Google hasn&#8217;t figured out how to make AI pay like its search engine](https://www.theverge.com/ai-artificial-intelligence/1024862/google-search-ai-overviews-alphabet-earnings-q3) -- lead source

### ElevenAgents integrates natively with leading contact center platforms to deliver enterprise-ready agents

- Permalink: https://110010.art/s/8faeb8f04113433c/
- Original: https://news.google.com/rss/articles/CBMidkFVX3lxTE93Y2tsQTlEekFIV1B6YTVmQVc1R3F1MUt1akxTckVUY1pzZU03WFIxYmVta0p5emFTOU5fZUk2bnNSYTBvRUplTWMxTDhzUFllQjRtM295UFhmM0JYbkRlb0hRYjN1OGpibUNkc2dkYjkzM0hhOXc?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-04
- Original headline: ElevenAgents integrates natively with leading contact center platforms to deliver enterprise-ready agents - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

ElevenAgents integrates natively with leading contact center platforms to deliver enterprise-ready agents  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-04): [ElevenAgents integrates natively with leading contact center platforms to deliver enterprise-ready agents - ElevenLabs](https://news.google.com/rss/articles/CBMidkFVX3lxTE93Y2tsQTlEekFIV1B6YTVmQVc1R3F1MUt1akxTckVUY1pzZU03WFIxYmVta0p5emFTOU5fZUk2bnNSYTBvRUplTWMxTDhzUFllQjRtM295UFhmM0JYbkRlb0hRYjN1OGpibUNkc2dkYjkzM0hhOXc?oc=5) -- lead source

### Perplexity launches its own take on AI agents for work

- Permalink: https://110010.art/s/8d257b8085e7416c/
- Original: https://news.google.com/rss/articles/CBMihwFBVV95cUxONUQ2VVZ6dXFRQW5PX1JsSjhzS1dHdU1MXzNLOUpXa2p5RWdfc09MNlRoWXEtQVdEQy1rQlA0UHA3VmR6UHdpdTBLS0dxRmlFWHNzajdaNWdaQy02dU9ZWDllU0RMWUVKVVFMRUp4UTVFeDlHY1pLMFp3SlhnZ2JhVENOLUVhNTQ?oc=5
- Source: Perplexity (via Google News) (3 sources)
- Published: 2026-11-04
- Original headline: Teammates are agents for complex, ongoing work - Perplexity
- Tags: [Perplexity](https://110010.art/tags/perplexity/)

Teammates are agents for complex, ongoing work  Perplexity

Coverage:
- Perplexity (via Google News) (2026-11-04): [Teammates are agents for complex, ongoing work - Perplexity](https://news.google.com/rss/articles/CBMihwFBVV95cUxONUQ2VVZ6dXFRQW5PX1JsSjhzS1dHdU1MXzNLOUpXa2p5RWdfc09MNlRoWXEtQVdEQy1rQlA0UHA3VmR6UHdpdTBLS0dxRmlFWHNzajdaNWdaQy02dU9ZWDllU0RMWUVKVVFMRUp4UTVFeDlHY1pLMFp3SlhnZ2JhVENOLUVhNTQ?oc=5) -- lead source
- Hacker News (AI) (2026-11-06): [Perplexity launches AI agents for work](https://news.ycombinator.com/item?id=50395866)
- The Verge AI (2026-11-10): [Perplexity launches its own take on AI agents for work](https://news.ycombinator.com/item?id=50440684)

### OpenAI builds autonomous pipeline that patch-fixes 948 local privilege-escalation vulnerabilities in the Linux kernel

- Permalink: https://110010.art/s/3847c278fc424895/
- Original: https://openai.com/index/a-thousand-fewer-paths-to-root
- Source: OpenAI
- Published: 2026-11-04
- Original headline: A thousand fewer paths to root
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI built an autonomous pipeline that found, validated, and generated patches for 948 local privilege-escalation vulnerabilities in the Linux kernel.

Coverage:
- OpenAI (2026-11-04): [A thousand fewer paths to root](https://openai.com/index/a-thousand-fewer-paths-to-root) -- lead source

### AnniiGCP/VECTORFORGE-AI: a custom-built Java vector database and local Retrieval-Augmented Generation engine with interactive vector visualization and benchmarking

- Permalink: https://110010.art/s/b273f6fe7b274f4f/
- Original: https://github.com/AnniiGCP/VECTORFORGE-AI
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: AnniiGCP/VECTORFORGE-AI: A custom-built Java vector database and local Retrieval-Augmented Generation (RAG) engine built from first principles with interactive vector visualization and algorithmic benchmarking.

★ 12 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [AnniiGCP/VECTORFORGE-AI: A custom-built Java vector database and local Retrieval-Augmented Generation (RAG) engine built from first principles with interactive vector visualization and algorithmic benchmarking.](https://github.com/AnniiGCP/VECTORFORGE-AI) -- lead source

### Daybreak Red is available in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work

- Permalink: https://110010.art/s/9e27478c5c9d4cc5/
- Original: https://openai.com/index/daybreak-red-aws-govcloud
- Source: OpenAI
- Published: 2026-11-04
- Original headline: Daybreak Red is now available in AWS GovCloud (US-East)
- Tags: [GPT-5](https://110010.art/tags/gpt-5/)

Daybreak Red brings GPT-5.6 Cyber to approved customers in AWS GovCloud (US-East) through Amazon Bedrock for authorized cybersecurity work.

Coverage:
- OpenAI (2026-11-04): [Daybreak Red is now available in AWS GovCloud (US-East)](https://openai.com/index/daybreak-red-aws-govcloud) -- lead source

### GitaViśva presents the Bhagavad Gita as a living knowledge graph with 700 verses in 3D, 20 classical commentaries, recitations, a GraphRAG companion, and offline access

- Permalink: https://110010.art/s/90353de2830e4446/
- Original: https://github.com/HimanshuMohanty-Git24/gitaviswa
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: HimanshuMohanty-Git24/gitaviswa: GitaViśva (गीताविश्व): the Bhagavad Gita as a living knowledge graph. Explore all 700 verses in 3D, read 20 classical commentaries, listen to recitations, ask a GraphRAG companion with your own free API key, and keep a private journal. Works offline.

★ 100 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [HimanshuMohanty-Git24/gitaviswa: GitaViśva (गीताविश्व): the Bhagavad Gita as a living knowledge graph. Explore all 700 verses in 3D, read 20 classical commentaries, listen to recitations, ask a GraphRAG companion with your own free API key, and keep a private journal. Works offline.](https://github.com/HimanshuMohanty-Git24/gitaviswa) -- lead source

### AuremHQ/weight-space-programming: wsp-kit lets users fix small open-weight models by editing weights directly, with an eval gate deciding; Aurem defines an engineering tool for small models.

- Permalink: https://110010.art/s/6ec6c8e02cd14876/
- Original: https://github.com/AuremHQ/weight-space-programming
- Source: GitHub Trending (AI)
- Published: 2026-11-04
- Original headline: AuremHQ/weight-space-programming: wsp-kit by Aurem — an engineering tool for small models. Try to fix small open-weight models by editing weights directly, no retraining. An eval gate decides.

★ 16 stars

Coverage:
- GitHub Trending (AI) (2026-11-04): [AuremHQ/weight-space-programming: wsp-kit by Aurem — an engineering tool for small models. Try to fix small open-weight models by editing weights directly, no retraining. An eval gate decides.](https://github.com/AuremHQ/weight-space-programming) -- lead source

### Nexus Mods makes AI disclosures mandatory for new mods; authors must declare whether AI has been used in their work

- Permalink: https://110010.art/s/8db45d3b67cd44eb/
- Original: https://www.theverge.com/games/1026085/nexus-mods-ai-disclosures
- Source: The Verge AI
- Published: 2026-11-04
- Original headline: The biggest modding site in PC gaming is taking a stance on AI

The PC gaming mods repository Nexus Mods is making disclosures about AI mandatory for uploads of new mods, meaning that mod authors will have to declare "whether AI has been used in their work," the site announced...

Coverage:
- The Verge AI (2026-11-04): [The biggest modding site in PC gaming is taking a stance on AI](https://www.theverge.com/games/1026085/nexus-mods-ai-disclosures) -- lead source

### Images 2.6 adds faster image generation, GIF creation, precise editing, and new API controls across ChatGPT, Codex, and the API; ChatGPT will now make you animated GIFs

- Permalink: https://110010.art/s/3c8a25f34410490d/
- Original: https://openai.com/index/introducing-images-2-6
- Source: OpenAI (2 sources)
- Published: 2026-11-04
- Original headline: Introducing Images 2.6
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Images 2.6 brings faster image generation, GIF creation, more precise editing, and new API controls across ChatGPT, Codex, and the API.

Coverage:
- OpenAI (2026-11-04): [Introducing Images 2.6](https://openai.com/index/introducing-images-2-6) -- lead source
- The Verge AI (2026-11-04): [ChatGPT will now make you animated GIFs](https://www.theverge.com/ai-artificial-intelligence/1026474/openai-chatgpt-animated-gifs-images-2-6)

### DevRev uses GPT-6.1 Sol to power autonomous self-service for enterprise service, balancing reasoning, speed, and cost.

- Permalink: https://110010.art/s/56352698eb834fdb/
- Original: https://openai.com/index/devrev-enterprise-self-service
- Source: OpenAI
- Published: 2026-11-04
- Original headline: DevRev delivers autonomous self-service with GPT-6.1 Sol
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

DevRev uses GPT-6.1 Sol to power Computer and Operator, balancing reasoning, speed, and cost for enterprise service.

Coverage:
- OpenAI (2026-11-04): [DevRev delivers autonomous self-service with GPT-6.1 Sol](https://openai.com/index/devrev-enterprise-self-service) -- lead source

### When will the AI bubble pop?

- Permalink: https://110010.art/s/be027d48ea244b12/
- Original: https://www.theverge.com/ai-artificial-intelligence/1025826/ai-bubble-pimco-apollo-bonds
- Source: The Verge AI
- Published: 2026-11-03
- Original headline: Please stop asking me when the AI bubble will pop

People, including on this staff, keep asking me with varying degrees of excitement or trepidation when the AI bubble will burst. I'll tell you what I tell them: If I knew that, I would make a life-changing bet on the...

Coverage:
- The Verge AI (2026-11-03): [Please stop asking me when the AI bubble will pop](https://www.theverge.com/ai-artificial-intelligence/1025826/ai-bubble-pimco-apollo-bonds) -- lead source

### Anthropic develops FlashProve to prove AI models’ identity

- Permalink: https://110010.art/s/7000e87c31364496/
- Original: https://techcrunch.com/2026/11/03/anthropic-is-working-on-a-system-to-prove-ai-models-identity/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Anthropic is working on a system to prove AI models’ identity
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Called FlashProve, the system would let anyone check that an AI response really came from the model it claims to be from.

Coverage:
- TechCrunch AI (2026-11-03): [Anthropic is working on a system to prove AI models’ identity](https://techcrunch.com/2026/11/03/anthropic-is-working-on-a-system-to-prove-ai-models-identity/) -- lead source

### Data centers turn to discarded jet engines as grid power and turbine delays extend wait times

- Permalink: https://110010.art/s/0205d4b707f74544/
- Original: https://techcrunch.com/2026/11/03/data-centers-are-turning-to-old-jet-engines-as-the-wait-for-power-grows/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-03
- Original headline: Data centers are turning to old jet engines as the wait for power grows

The years-long wait for access to the grid and new turbines is causing data center builders to turn to an unusual, less-efficient and less environmentally friendly solution: once-discarded jet engines.

Coverage:
- TechCrunch AI (2026-11-03): [Data centers are turning to old jet engines as the wait for power grows](https://techcrunch.com/2026/11/03/data-centers-are-turning-to-old-jet-engines-as-the-wait-for-power-grows/) -- lead source
- Hacker News (AI) (2026-11-04): [AI Data Centers Turn to Decommissioned Jet Engines as Grid Queues Stretch Years](https://news.ycombinator.com/item?id=50368519)

### Ballistic Ventures seeks $490 million for new funds as AI-driven cybersecurity boom drives fundraising; $360 million for flagship fund and $130 million for a separate vehicle

- Permalink: https://110010.art/s/f4769d5793eb4603/
- Original: https://techcrunch.com/2026/11/03/ted-schleins-ballistic-ventures-seeks-490m-for-new-funds-amid-ai-driven-cybersecurity-boom/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom

Cybersecurity-focused Ballistic Ventures is seeking to raise $360 million for a new flagship fund and another $130 million for a separate investment vehicle.

Coverage:
- TechCrunch AI (2026-11-03): [Ted Schlein’s Ballistic Ventures seeks $490M for new funds amid AI-driven cybersecurity boom](https://techcrunch.com/2026/11/03/ted-schleins-ballistic-ventures-seeks-490m-for-new-funds-amid-ai-driven-cybersecurity-boom/) -- lead source

### LLM 0.37.1 release fixes bug and includes contributions from Steven Huang, Tao An, Arjan Mossel, and XQ.

- Permalink: https://110010.art/s/0944d424fe9e4c32/
- Original: https://simonwillison.net/2026/Nov/3/llm/
- Source: Simon Willison
- Published: 2026-11-03
- Original headline: llm 0.37.1

Release: llm 0.37.1
        A bugfix release for LLM, with contributions from Steven Huang, Tao An, Arjan Mossel, and XQ.
    
    
        Tags: llm

Coverage:
- Simon Willison (2026-11-03): [llm 0.37.1](https://simonwillison.net/2026/Nov/3/llm/) -- lead source

### Palantir’s strong quarter masks slowing enterprise sales, sending stock lower despite crushed consensus expectations

- Permalink: https://110010.art/s/82102af7ef484572/
- Original: https://techcrunch.com/2026/11/03/hiding-inside-palantirs-skyrocketing-quarter-is-a-foreboding-signal/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Hiding inside Palantir’s skyrocketing quarter is a foreboding signal

Palantir's U.S. commercial revenue surpassed U.S. government revenue for the first time ever.

Coverage:
- TechCrunch AI (2026-11-03): [Hiding inside Palantir’s skyrocketing quarter is a foreboding signal](https://techcrunch.com/2026/11/03/hiding-inside-palantirs-skyrocketing-quarter-is-a-foreboding-signal/) -- lead source

### Bezos and Statham share a distinctive bald look, but recent images circulating on X, Threads, and Bluesky show them with noticeably more hair.

- Permalink: https://110010.art/s/493f0518615b4eff/
- Original: https://www.theverge.com/tech/1025745/fake-jeff-bezos-hair-replacement-photos-debunk
- Source: The Verge AI
- Published: 2026-11-03
- Original headline: Those Jeff Bezos hair transplant photos are very fake

Amazon founder Jeff Bezos and actor Jason Statham have a distinctive feature in common: They're both famously bald, and that definitely hasn't changed in the last few days. However, there are some images of the two...

Coverage:
- The Verge AI (2026-11-03): [Those Jeff Bezos hair transplant photos are very fake](https://www.theverge.com/tech/1025745/fake-jeff-bezos-hair-replacement-photos-debunk) -- lead source

### Russia looks to hide data centers underground as Ukrainian drones strike back; Russia fixes exposed digital infrastructure as data center war backfires.

- Permalink: https://110010.art/s/a384301b37b24b1d/
- Original: https://arstechnica.com/ai/2026/11/russia-looks-to-hide-data-centers-underground-as-ukrainian-drones-strike-back/
- Source: Ars Technica AI
- Published: 2026-11-03
- Original headline: Ukraine’s drone strikes spur hasty Russian plans for underground data centers

Russia tries to fix exposed digital infrastructure as data center war backfires.

Coverage:
- Ars Technica AI (2026-11-03): [Ukraine’s drone strikes spur hasty Russian plans for underground data centers](https://arstechnica.com/ai/2026/11/russia-looks-to-hide-data-centers-underground-as-ukrainian-drones-strike-back/) -- lead source

### AI inference startup Fal doubles its valuation to $16B as demand surges; raises $1.3B round led by Bessemer

- Permalink: https://110010.art/s/ca317af18f144f5e/
- Original: https://techcrunch.com/2026/11/03/ai-inference-startup-fal-doubles-its-valuation-to-16b-as-demand-surges/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: AI inference startup Fal doubles its valuation to $16B as demand surges

The five-year-old startup raised a $1.3  billion round led by Bessemer.

Coverage:
- TechCrunch AI (2026-11-03): [AI inference startup Fal doubles its valuation to $16B as demand surges](https://techcrunch.com/2026/11/03/ai-inference-startup-fal-doubles-its-valuation-to-16b-as-demand-surges/) -- lead source

### Leading OpenAI models now available in Model Vault by Cohere

- Permalink: https://110010.art/s/e65eb861da5b4f23/
- Original: https://news.google.com/rss/articles/CBMiW0FVX3lxTE1hTGFSeGlSSlg0RHJvdExqRXZKTjZQcEpNZFNSRkxKdkxjcF9MSy1ZXzlRNEFpa3dHdWtYdVZETkJwekZvTTRnb1NvSXZxOEd5SFB3c0kxV2pQVlE?oc=5
- Source: Cohere (via Google News)
- Published: 2026-11-03
- Original headline: Leading Open AI Models Now Available in Model Vault - Cohere
- Tags: [Cohere](https://110010.art/tags/cohere/)

Leading Open AI Models Now Available in Model Vault  Cohere

Coverage:
- Cohere (via Google News) (2026-11-03): [Leading Open AI Models Now Available in Model Vault - Cohere](https://news.google.com/rss/articles/CBMiW0FVX3lxTE1hTGFSeGlSSlg0RHJvdExqRXZKTjZQcEpNZFNSRkxKdkxjcF9MSy1ZXzlRNEFpa3dHdWtYdVZETkJwekZvTTRnb1NvSXZxOEd5SFB3c0kxV2pQVlE?oc=5) -- lead source

### Indie games miss launch dates as Steam backlogs delay approvals

- Permalink: https://110010.art/s/7dbc3d7dae3e423e/
- Original: https://www.theverge.com/games/1025596/valve-steam-indie-games-missing-launch-dates
- Source: The Verge AI
- Published: 2026-11-03
- Original headline: Indie games are missing launch dates because Steam is backed up

Many indie game developers have recently posted on social media about unexpectedly long approval wait times for their game submissions on Steam, with some of the approvals causing developers to miss their planned...

Coverage:
- The Verge AI (2026-11-03): [Indie games are missing launch dates because Steam is backed up](https://www.theverge.com/games/1025596/valve-steam-indie-games-missing-launch-dates) -- lead source

### Netflix introduces an AI Discover tab to show themed recommendations for suggested content like “Something Light” and “Family Movie Night.”

- Permalink: https://110010.art/s/12eb3b2213a246fe/
- Original: https://www.theverge.com/streaming/1025029/netflix-ai-discover-recommendations
- Source: The Verge AI (2 sources)
- Published: 2026-11-03
- Original headline: Netflix will show you themed recommendations through a new ‘AI Discover’ tab

Netflix's TV app is getting a new "AI Discover" tab where the company will show experimental, AI-powered features to help you find new shows and movies to watch. The first of these experiments surfaces content based...

Coverage:
- The Verge AI (2026-11-03): [Netflix will show you themed recommendations through a new ‘AI Discover’ tab](https://www.theverge.com/streaming/1025029/netflix-ai-discover-recommendations) -- lead source
- TechCrunch AI (2026-11-03): [Netflix’s new AI Discover tab helps you find something to watch based on your mood](https://techcrunch.com/2026/11/03/netflixs-new-ai-discover-tab-helps-you-find-something-to-watch-based-on-your-mood/)

### Pigeons director Amos Sussigan turns fears about AI and obsolescence into an animated pigeon documentary created by 45 artists on almost no budget

- Permalink: https://110010.art/s/5e5af688df154a8c/
- Original: https://www.cartoonbrew.com/awards/pigeons-director-amos-sussigan-oscars-short-268929.html
- Source: Cartoon Brew
- Published: 2026-11-03
- Original headline: 2027 Oscars Short Film Contenders: ‘Pigeons’ Director Amos Sussigan

Sussigan discusses turning fears about AI and obsolescence into an animated pigeon documentary, made by 45 artists on almost no budget.

Coverage:
- Cartoon Brew (2026-11-03): [2027 Oscars Short Film Contenders: ‘Pigeons’ Director Amos Sussigan](https://www.cartoonbrew.com/awards/pigeons-director-amos-sussigan-oscars-short-268929.html) -- lead source

### Suno announces AI music generator platform for announcements

- Permalink: https://110010.art/s/f1a7b1b0bf5f4b11/
- Original: https://news.google.com/rss/articles/CBMiV0FVX3lxTE05d1czaUhtbTZHWDRTbllPa2tpMVRlNmNGTHhTdXQ2WjR4NzhyeVJvM1d5TTZRYzBXSXBDMHEtSUFJVktldWwzY3pveGRnb1EwYm1pWkFZSQ?oc=5
- Source: Suno (via Google News)
- Published: 2026-11-03
- Original headline: Announcements - Suno | AI Music Generator
- Tags: [Suno](https://110010.art/tags/suno/)

Announcements  Suno | AI Music Generator

Coverage:
- Suno (via Google News) (2026-11-03): [Announcements - Suno | AI Music Generator](https://news.google.com/rss/articles/CBMiV0FVX3lxTE05d1czaUhtbTZHWDRTbllPa2tpMVRlNmNGTHhTdXQ2WjR4NzhyeVJvM1d5TTZRYzBXSXBDMHEtSUFJVktldWwzY3pveGRnb1EwYm1pWkFZSQ?oc=5) -- lead source

### Suno | AI Music Generator Spotlight

- Permalink: https://110010.art/s/5ca97223637f439d/
- Original: https://news.google.com/rss/articles/CBMiU0FVX3lxTE1hRnlCZy1teXNxd2lZbFQ3czR3VWNsNEcycHFKWWpVQzZ0U3FvUWR5TVpCUHhSR1pEOVJRWk9SaTJtLUZUenM5U1ZhVEt1WHZfcXdr?oc=5
- Source: Suno (via Google News)
- Published: 2026-11-03
- Original headline: Spotlights - Suno | AI Music Generator
- Tags: [Suno](https://110010.art/tags/suno/)

Spotlights  Suno | AI Music Generator

Coverage:
- Suno (via Google News) (2026-11-03): [Spotlights - Suno | AI Music Generator](https://news.google.com/rss/articles/CBMiU0FVX3lxTE1hRnlCZy1teXNxd2lZbFQ3czR3VWNsNEcycHFKWWpVQzZ0U3FvUWR5TVpCUHhSR1pEOVJRWk9SaTJtLUZUenM5U1ZhVEt1WHZfcXdr?oc=5) -- lead source
- Suno (via Google News) (2026-11-03): [All posts | Blog | Suno - Suno | AI Music Generator](https://news.google.com/rss/articles/CBMiPkFVX3lxTE5TUDZDY1VZZjNaTm94N1o4UkJEaXJtQjJJaWNra3JOUzE1RHoyczdmVjJjOFlQQWVkbXNPSE5R?oc=5)
- Suno (via Google News) (2026-11-04): [Use MIDI as a starting point to music creation on Suno - Suno | AI Music Generator](https://news.google.com/rss/articles/CBMiTEFVX3lxTFBHYXE4djV4cVgtenFrSDJmMHFoemNrQzZwSUpfaG1FdmpwdmRfVUJma0pZZ2prcHdYczJiaG9FSzFZX1l2c0JfMVlnRHo?oc=5)

### Computer for e-commerce is built for brand growth; Perplexity reports

- Permalink: https://110010.art/s/0d9b14c754fb4b8e/
- Original: https://news.google.com/rss/articles/CBMijAFBVV95cUxNdm1SNU1CMEJwbS1RRjlOV0NiQUo0OXlUb0lkbTROQmtDbGlsenp2aXhQYnRjUC1iYnlzU3hOV3RQeWIzaUdncHlkYWtONkQ3eGxfLWpTMTkwbm9Idk5oMkJLcEFnUlJxeXA3Rlo5alZRSDJ1dlpfZm1NYlg4Wk1KYUdwbFF2RjFKSUQ3ZQ?oc=5
- Source: Perplexity (via Google News)
- Published: 2026-11-03
- Original headline: Computer for e-commerce is built for brand growth - Perplexity
- Tags: [Perplexity](https://110010.art/tags/perplexity/)

Computer for e-commerce is built for brand growth  Perplexity

Coverage:
- Perplexity (via Google News) (2026-11-03): [Computer for e-commerce is built for brand growth - Perplexity](https://news.google.com/rss/articles/CBMijAFBVV95cUxNdm1SNU1CMEJwbS1RRjlOV0NiQUo0OXlUb0lkbTROQmtDbGlsenp2aXhQYnRjUC1iYnlzU3hOV3RQeWIzaUdncHlkYWtONkQ3eGxfLWpTMTkwbm9Idk5oMkJLcEFnUlJxeXA3Rlo5alZRSDJ1dlpfZm1NYlg4Wk1KYUdwbFF2RjFKSUQ3ZQ?oc=5) -- lead source

### StateBench tests how language models track state changes over long documents

- Permalink: https://110010.art/s/76e2e04e2b3e4313/
- Original: https://huggingface.co/blog/allenai/statebench
- Source: Hugging Face
- Published: 2026-11-03
- Original headline: StateBench: Testing how language models track state changes over long documents

Coverage:
- Hugging Face (2026-11-03): [StateBench: Testing how language models track state changes over long documents](https://huggingface.co/blog/allenai/statebench) -- lead source

### Anthropic's compute margins worsen as compute costs rise; revenues near $17B in Q3 and compute tab could top $1T

- Permalink: https://110010.art/s/477ad61cf9eb46e3/
- Original: https://techcrunch.com/2026/11/03/anthropic-is-still-grappling-with-the-economics-of-compute/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-03
- Original headline: Anthropic is still grappling with the economics of compute
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

At a moment when Anthropic's compute margins should be getting better, they’re getting worse.

Coverage:
- Hacker News (AI) (2026-11-03): [Anthropic's compute tab could top $1T as Q3 revenue nears $17B](https://news.ycombinator.com/item?id=50353450)
- TechCrunch AI (2026-11-03): [Anthropic is still grappling with the economics of compute](https://techcrunch.com/2026/11/03/anthropic-is-still-grappling-with-the-economics-of-compute/) -- lead source

### Antigravity and cheminformatics tools accelerate drug discovery workflows, enabling compound search and proposal of novel rigidified macrocycles.

- Permalink: https://110010.art/s/15370542c199476e/
- Original: https://deepmind.google/blog/agentic-cheminformatics-with-google-antigravity/
- Source: Google DeepMind
- Published: 2026-11-03
- Original headline: Agentic cheminformatics with Google Antigravity

Learn how Google Antigravity and our Cheminformatics Skills accelerate drug discovery workflows, search compounds, and propose novel rigidified macrocycles.

Coverage:
- Google DeepMind (2026-11-03): [Agentic cheminformatics with Google Antigravity](https://deepmind.google/blog/agentic-cheminformatics-with-google-antigravity/) -- lead source

### AI is destroying my CS degree, says educator on Hacker News; debate over effective teaching with AI tools continues

- Permalink: https://110010.art/s/8a9e49ec1de34562/
- Original: https://simonwillison.net/2026/Nov/3/hn-50354278/
- Source: Simon Willison
- Published: 2026-11-03
- Original headline: AI is destroying my CS degree

My comment on AI is destroying my CS degree — Hacker News.I don't envy educators right now.
AI clearly means you need to change how you teach and evaluate students. We are only a few years in though, and it's still...

Coverage:
- Simon Willison (2026-11-03): [AI is destroying my CS degree](https://simonwillison.net/2026/Nov/3/hn-50354278/) -- lead source

### Palette: teaching a small model to build decks in your design language

- Permalink: https://110010.art/s/6457a7a2eaa94257/
- Original: https://huggingface.co/blog/ibm-research/palette-deck-building
- Source: Hugging Face
- Published: 2026-11-03

Coverage:
- Hugging Face (2026-11-03): [Palette: teaching a small model to build decks in your design language](https://huggingface.co/blog/ibm-research/palette-deck-building) -- lead source

### Google allows schools to disable its AI tools but doing so blocks access to Google Search due to AI features being integrated into the search engine

- Permalink: https://110010.art/s/56171876ac124a05/
- Original: https://techcrunch.com/2026/11/03/google-will-let-schools-disable-its-ai-tools-but-not-without-sacrificing-search/
- Source: TechCrunch AI (5 sources)
- Published: 2026-11-03
- Original headline: Google will let schools disable its AI tools, but not without sacrificing Search

Schools choosing to restrict AI altogether will no longer be able to access Google Search, as AI features are now integrated into the search engine.

Coverage:
- TechCrunch AI (2026-11-03): [Google will let schools disable its AI tools, but not without sacrificing Search](https://techcrunch.com/2026/11/03/google-will-let-schools-disable-its-ai-tools-but-not-without-sacrificing-search/) -- lead source
- The Verge AI (2026-11-03): [Google is entirely disabling Search in schools that don&#8217;t want AI](https://www.theverge.com/tech/1025411/google-turn-off-search-ai-features)
- Ars Technica AI (2026-11-03): [Google will let schools skip AI tools, but they have to give up search, too](https://arstechnica.com/ai/2026/11/google-will-let-schools-skip-ai-tools-but-they-have-to-give-up-search-too/)
- Hacker News (AI) (2026-11-04): [Google will cut off search access for students at schools that reject AI](https://news.ycombinator.com/item?id=50361562)
- TechCrunch AI (2026-11-04): [Google faces backlash for plan that would turn off Search for schools that restrict AI](https://techcrunch.com/2026/11/04/google-faces-backlash-for-plan-that-would-turn-off-search-for-schools-that-restrict-ai/)
- Hacker News (AI) (2026-11-04): [Google Will Cut Off Search Engine Access to Schools Banning Generative AI](https://news.ycombinator.com/item?id=50367857)
- TechCrunch AI (2026-11-04): [DuckDuckGo pitches itself to schools amid backlash over Google’s AI policy](https://techcrunch.com/2026/11/04/duckduckgo-pitches-itself-to-schools-amid-backlash-over-googles-ai-policy/)
- Wired AI (2026-11-04): [Google Is Forcing AI Overviews in Classrooms. Schools Are Searching for a Way Out](https://www.wired.com/story/google-is-forcing-ai-overviews-in-classrooms-schools-are-searching-for-a-way-out/)
- Hacker News (AI) (2026-11-05): [Google Says K-12 Students at Schools That Turn Off Its AI Tools Will Lose Search](https://news.ycombinator.com/item?id=50374075)
- Hacker News (AI) (2026-11-05): [Google to cut Search access for schools that block new AI tools](https://news.ycombinator.com/item?id=50376494)
- Hacker News (AI) (2026-11-05): [Google offers schools AI-boosted search or none at all](https://news.ycombinator.com/item?id=50384454)
- Ars Technica AI (2026-11-05): [Google: Schools can keep search while skipping Gemini, but AI search is non-negotiable](https://arstechnica.com/ai/2026/11/google-schools-can-keep-search-while-skipping-gemini-but-ai-search-is-non-negotiable/)

### Qwen 3.8 27B can interpret model weights on a laptop

- Permalink: https://110010.art/s/7d79c2380db74655/
- Original: https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/
- Source: Simon Willison (2 sources)
- Published: 2026-11-03
- Original headline: Qwen 3.8 27B on my laptop can interpret model weights, too
- Tags: [Qwen](https://110010.art/tags/qwen/), [GPT-6](https://110010.art/tags/gpt-6/)

Yesterday's hot paper was Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights by Rikiya Takehi, Jayden Teoh, Alex Zhang, and Omar Khattab. The paper (OK, the authors classify is...

Coverage:
- Simon Willison (2026-11-03): [Qwen 3.8 27B on my laptop can interpret model weights, too](https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/) -- lead source
- r/LocalLLaMA (2026-11-03): [Like GPT-6 Astra, Qwen 3.8 27B can interpret model weights](https://www.reddit.com/r/LocalLLaMA/comments/1xmz9ca/like_gpt6_astra_qwen_38_27b_can_interpret_model/)

### AI is changing how semiconductor fabs work; engineers move faster because of it

- Permalink: https://110010.art/s/974ef18f799f4d7f/
- Original: https://blogs.nvidia.com/blog/ai-semiconductor-fabs/
- Source: NVIDIA Blog
- Published: 2026-11-03
- Original headline: AI Is Changing How Semiconductor Fabs Work — and Engineers Are Moving Faster Because of It

Demand for advanced chips is rising. The processes to build them are getting more complex. And the margin for error is shrinking. For engineers, understanding how a process change will behave, how a material will...

Coverage:
- NVIDIA Blog (2026-11-03): [AI Is Changing How Semiconductor Fabs Work — and Engineers Are Moving Faster Because of It](https://blogs.nvidia.com/blog/ai-semiconductor-fabs/) -- lead source

### Midterm elections 2026: races shape Trump’s power and tech industry issues ahead of 2028

- Permalink: https://110010.art/s/60cbffcf45b74851/
- Original: https://www.theverge.com/policy/1020640/midterm-elections-2026-all-the-news
- Source: The Verge AI
- Published: 2026-11-03
- Original headline: Midterm elections 2026: all the news

The 2026 midterm elections will determine the scope of President Donald Trump’s power in his final two years in office, and signal what voters care about going into the 2028 presidential election. While this year’s...

Coverage:
- The Verge AI (2026-11-03): [Midterm elections 2026: all the news](https://www.theverge.com/policy/1020640/midterm-elections-2026-all-the-news) -- lead source

### Same model, different harness: CUGA, Hermes, and Deep Agents — when to pick CUGA?

- Permalink: https://110010.art/s/0973689b0879439f/
- Original: https://huggingface.co/blog/ibm-research/cuga-harness
- Source: Hugging Face
- Published: 2026-11-03
- Original headline: Same Model, Different Harness: CUGA, Hermes, and Deep Agents — When to Pick CUGA?

Coverage:
- Hugging Face (2026-11-03): [Same Model, Different Harness: CUGA, Hermes, and Deep Agents — When to Pick CUGA?](https://huggingface.co/blog/ibm-research/cuga-harness) -- lead source

### Apple restricts dating apps and AI companions to users 18 and up.

- Permalink: https://110010.art/s/3da5fbe54e414d91/
- Original: https://techcrunch.com/2026/11/03/apple-restricts-dating-apps-and-ai-companions-to-users-18-and-up/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Apple restricts dating apps and AI companions to users 18 and up

Apple's new App Store rules will require 18+ ratings for dating apps and AI companions that offer sexual or romantic content.

Coverage:
- TechCrunch AI (2026-11-03): [Apple restricts dating apps and AI companions to users 18 and up](https://techcrunch.com/2026/11/03/apple-restricts-dating-apps-and-ai-companions-to-users-18-and-up/) -- lead source

### Apple leans into AI and boosts revenue; earnings and iPhone sales rise in Q4

- Permalink: https://110010.art/s/34fdf7df32ba4ce9/
- Original: https://www.theverge.com/ai-artificial-intelligence/1025245/apple-earnings-q4-ai
- Source: The Verge AI
- Published: 2026-11-03
- Original headline: Apple is all in on AI — its own and everyone else&#8217;s

Apple's latest earnings show how it's continuing to capitalize on the AI boom without busting its budget on the infrastructure spending consuming its competitors. Overall, Apple posted its best-ever fiscal year for...

Coverage:
- The Verge AI (2026-11-03): [Apple is all in on AI — its own and everyone else&#8217;s](https://www.theverge.com/ai-artificial-intelligence/1025245/apple-earnings-q4-ai) -- lead source

### Why you shouldn’t use AI to vote on Election Day

- Permalink: https://110010.art/s/2bbaf3ca600346ee/
- Original: https://www.wired.com/story/heres-why-you-shouldnt-use-ai-to-vote/
- Source: Wired AI
- Published: 2026-11-03
- Original headline: Here’s Why You Shouldn’t Use AI to Vote
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

From hallucinations to partisan bias, artificial intelligence chatbots like ChatGPT and Claude are not helpful when it comes to Election Day.

Coverage:
- Wired AI (2026-11-03): [Here’s Why You Shouldn’t Use AI to Vote](https://www.wired.com/story/heres-why-you-shouldnt-use-ai-to-vote/) -- lead source

### ChatGPT and Codex help engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world

- Permalink: https://110010.art/s/a61c6fdeaf7b43f1/
- Original: https://openai.com/index/accelerating-engineering-for-the-physical-world
- Source: OpenAI
- Published: 2026-11-03
- Original headline: Accelerating engineering for the physical world
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Discover how ChatGPT and Codex are helping engineers accelerate CAD, PCB design, simulation, and other workflows across the physical world.

Coverage:
- OpenAI (2026-11-03): [Accelerating engineering for the physical world](https://openai.com/index/accelerating-engineering-for-the-physical-world) -- lead source

### Angle Health’s ElevenAgents pilot handles 90% of provider calls without a transfer; ElevenLabs reports

- Permalink: https://110010.art/s/7b56773d949b48e9/
- Original: https://news.google.com/rss/articles/CBMiUEFVX3lxTE1VQjFETk1WUHJBRXlxamcwNEJtclJZSE9fSEZ1YzBiR01jVjM0cFU5Qm1zRVZldzNuRHJWd0JNWGJUa1VzLWpCeWtEN3dFNTJu?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-03
- Original headline: Angle Health’s ElevenAgents pilot handles 90% of provider calls without a transfer - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

Angle Health’s ElevenAgents pilot handles 90% of provider calls without a transfer  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-03): [Angle Health’s ElevenAgents pilot handles 90% of provider calls without a transfer - ElevenLabs](https://news.google.com/rss/articles/CBMiUEFVX3lxTE1VQjFETk1WUHJBRXlxamcwNEJtclJZSE9fSEZ1YzBiR01jVjM0cFU5Qm1zRVZldzNuRHJWd0JNWGJUa1VzLWpCeWtEN3dFNTJu?oc=5) -- lead source

### Burakkylmz/ml-labs: a hands-on machine learning laboratory with reproducible, step-by-step labs on data analysis, statistics, EDA, preprocessing, model training, evaluation, and forecasting

- Permalink: https://110010.art/s/069c4e6bf0954a6b/
- Original: https://github.com/Burakkylmz/ml-labs
- Source: GitHub Trending (AI)
- Published: 2026-11-03
- Original headline: Burakkylmz/ml-labs: A hands-on Machine Learning laboratory built with Python, Scikit-learn, Pandas, NumPy, JupyterLab, Docker, and uv. Features reproducible, step-by-step labs covering data analysis, statistics, EDA, preprocessing, model training, evaluation, and forecasting.

★ 14 stars

Coverage:
- GitHub Trending (AI) (2026-11-03): [Burakkylmz/ml-labs: A hands-on Machine Learning laboratory built with Python, Scikit-learn, Pandas, NumPy, JupyterLab, Docker, and uv. Features reproducible, step-by-step labs covering data analysis, statistics, EDA, preprocessing, model training, evaluation, and forecasting.](https://github.com/Burakkylmz/ml-labs) -- lead source

### Reverse game theory aims to incentivize powerful AI models to follow rules as the most rational choice.

- Permalink: https://110010.art/s/7770203edb7b4c1d/
- Original: https://www.technologyreview.com/2026/11/03/1147934/reverse-game-theory-mechanism-design-ai-alignment/
- Source: MIT Technology Review AI
- Published: 2026-11-03
- Original headline: How “reverse game theory” could keep AI agents in check

A new approach known as “reverse game theory” aims to control powerful AI models by designing systems that incentivize them to stick to the rules. As AI models become more capable, safety researchers are scrambling...

Coverage:
- MIT Technology Review AI (2026-11-03): [How “reverse game theory” could keep AI agents in check](https://news.ycombinator.com/item?id=50370692) -- lead source

### Sandflow-ai/sand3d: 3D modeling in Python, built for LLMs

- Permalink: https://110010.art/s/c44cd1c8aec34e22/
- Original: https://github.com/Sandflow-ai/sand3d
- Source: GitHub Trending (AI)
- Published: 2026-11-03
- Original headline: Sandflow-ai/sand3d: 3D modeling in Python, built for LLMs.

★ 1909 stars

Coverage:
- GitHub Trending (AI) (2026-11-03): [Sandflow-ai/sand3d: 3D modeling in Python, built for LLMs.](https://github.com/Sandflow-ai/sand3d) -- lead source

### Voxtral 3: Speech-to-Text, TTS & Voice Agents by mistral.ai

- Permalink: https://110010.art/s/6c080a5e01dc43b2/
- Original: https://news.google.com/rss/articles/CBMiSkFVX3lxTFB3SGxRSDAwanVjTmVGa3hoMjBMZHY3YzVkWDNaQm5uQWxJb2NLNi12YU1RY28tT0FpLXdKRHV0X2ctS0tWNXNUNFpR?oc=5
- Source: Mistral AI (via Google News)
- Published: 2026-11-03
- Original headline: Voxtral 3: Speech-to-Text, TTS & Voice Agents - mistral.ai
- Tags: [Mistral](https://110010.art/tags/mistral/)

Voxtral 3: Speech-to-Text, TTS & Voice Agents  mistral.ai

Coverage:
- Mistral AI (via Google News) (2026-11-03): [Voxtral 3: Speech-to-Text, TTS & Voice Agents - mistral.ai](https://news.google.com/rss/articles/CBMiSkFVX3lxTFB3SGxRSDAwanVjTmVGa3hoMjBMZHY3YzVkWDNaQm5uQWxJb2NLNi12YU1RY28tT0FpLXdKRHV0X2ctS0tWNXNUNFpR?oc=5) -- lead source

### Krea 3 Technical Report: a frontier image-to-image model built to be fast and cost-efficient

- Permalink: https://110010.art/s/576fdbf025264f4f/
- Original: https://news.google.com/rss/articles/CBMiXEFVX3lxTE8zakUyN2liWVFHaWlRTU45NV80RDZBUVVadjZTQmNSWTllY2F6MDZoOFljcTZoUW11NmpLalBwQnlKa2hzMlhNSFJ4dVljVnU1TWw4SEs1ZUxvUWl6?oc=5
- Source: Krea (via Google News) (2 sources)
- Published: 2026-11-03
- Original headline: Krea 3 Technical Report A frontier image-to-image model, built to be fast and cost-efficient - Krea
- Tags: [Krea](https://110010.art/tags/krea/)

Krea 3 Technical Report A frontier image-to-image model, built to be fast and cost-efficient  Krea

Coverage:
- Krea (via Google News) (2026-11-03): [Krea 3 Technical Report A frontier image-to-image model, built to be fast and cost-efficient - Krea](https://news.google.com/rss/articles/CBMiXEFVX3lxTE8zakUyN2liWVFHaWlRTU45NV80RDZBUVVadjZTQmNSWTllY2F6MDZoOFljcTZoUW11NmpLalBwQnlKa2hzMlhNSFJ4dVljVnU1TWw4SEs1ZUxvUWl6?oc=5) -- lead source
- Hacker News (AI) (2026-11-04): [Krea 3 Technical Report](https://news.ycombinator.com/item?id=50363244)

### Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform residential property management across Europe.

- Permalink: https://110010.art/s/c790b6c0418f46f4/
- Original: https://openai.com/index/heimstaden
- Source: OpenAI
- Published: 2026-11-03
- Original headline: Heimstaden is changing residential real estate management with AI
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [OpenAI](https://110010.art/tags/openai/)

Discover how Heimstaden uses OpenAI’s ChatGPT Enterprise and Codex to transform property management, cut costs, and empower employees across Europe.

Coverage:
- OpenAI (2026-11-03): [Heimstaden is changing residential real estate management with AI](https://openai.com/index/heimstaden) -- lead source

### Connect Luma to ChatGPT and Claude

- Permalink: https://110010.art/s/fbde740fe2c54fb2/
- Original: https://news.google.com/rss/articles/CBMiTkFVX3lxTE1HR3hvdnd3VzZyT3pXTC01UkJQWi14dzhrV0U4MmhWbzBvNjhsTmVqSUthUVlncnpQYXhodzJxZVBRdG9IRmp4ZG1BQkFkUQ?oc=5
- Source: Luma AI (via Google News)
- Published: 2026-11-03
- Original headline: Connect Luma to ChatGPT and Claude - lumalabs.ai
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

Connect Luma to ChatGPT and Claude  lumalabs.ai

Coverage:
- Luma AI (via Google News) (2026-11-03): [Connect Luma to ChatGPT and Claude - lumalabs.ai](https://news.google.com/rss/articles/CBMiTkFVX3lxTE1HR3hvdnd3VzZyT3pXTC01UkJQWi14dzhrV0U4MmhWbzBvNjhsTmVqSUthUVlncnpQYXhodzJxZVBRdG9IRmp4ZG1BQkFkUQ?oc=5) -- lead source

### Cisco uses OpenAI models to strengthen enterprise security with network intelligence at machine speed.

- Permalink: https://110010.art/s/387087cc268b418f/
- Original: https://openai.com/index/cisco-cyber
- Source: OpenAI
- Published: 2026-11-03
- Original headline: How Cisco defends at machine speed with OpenAI
- Tags: [OpenAI](https://110010.art/tags/openai/)

Cisco combines network intelligence with OpenAI models to strengthen enterprise security. Learn how it is building more adaptive defenses.

Coverage:
- OpenAI (2026-11-03): [How Cisco defends at machine speed with OpenAI](https://openai.com/index/cisco-cyber) -- lead source

### Apple Watch AI features for rewinding and recapping conversations enter beta testing.

- Permalink: https://110010.art/s/6c976af5acef436f/
- Original: https://techcrunch.com/2026/11/02/apple-watchs-ai-features-for-rewinding-and-recapping-conversations-begin-beta-testing/
- Source: TechCrunch AI (3 sources)
- Published: 2026-11-03
- Original headline: Apple Watch’s AI features for rewinding and recapping conversations begin beta testing

Now in beta: Apple's new Audio Intelligence features can help you remember what someone said or take notes on conversations.

Coverage:
- TechCrunch AI (2026-11-03): [Apple Watch’s AI features for rewinding and recapping conversations begin beta testing](https://techcrunch.com/2026/11/02/apple-watchs-ai-features-for-rewinding-and-recapping-conversations-begin-beta-testing/) -- lead source
- The Verge AI (2026-11-03): [Apple’s latest watchOS beta includes its new always-on Audio Intelligence features](https://www.theverge.com/tech/1025002/apple-watch-audio-intelligence-watchos-beta)
- Hacker News (AI) (2026-11-03): [Apple Launches Beta Versions of Watch AI Listening Tools, New Health App](https://news.ycombinator.com/item?id=50356530)

### Cities build and scale AI services using NVIDIA physical and agentic AI to turn data from cameras and sensors into actionable public services.

- Permalink: https://110010.art/s/18a9289ea4a544e3/
- Original: https://blogs.nvidia.com/blog/cities-physical-agentic-ai-applications/
- Source: NVIDIA Blog
- Published: 2026-11-03
- Original headline: Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Cities generate enormous amounts of data from cameras, sensors and operational systems, but turning it into useful action — for planning, maintenance and public services — remains a challenge. Physical and agentic AI...

Coverage:
- NVIDIA Blog (2026-11-03): [Cities Worldwide Build and Scale AI Services With NVIDIA Physical and Agentic AI](https://blogs.nvidia.com/blog/cities-physical-agentic-ai-applications/) -- lead source

### October sponsors-only newsletter highlights: vibe game development inflection point, vulnerability apocalypse, LLM releases, API credits for high-tier subs, and personal tool picks

- Permalink: https://110010.art/s/82e5b2d4b7044163/
- Original: https://simonwillison.net/2026/Nov/3/october-newsletter/
- Source: Simon Willison
- Published: 2026-11-03
- Original headline: October sponsors-only newsletter

I sent out the October edition of my sponsors-only monthly newsletter. If you are a sponsor (or start a sponsorship now) you can access it here. This month:

The October inflection point for vibe game development
The...

Coverage:
- Simon Willison (2026-11-03): [October sponsors-only newsletter](https://simonwillison.net/2026/Nov/3/october-newsletter/) -- lead source

### Who is supporting Trump’s “Super Intelligence” loyalty test as agencies rebrand AI as Super Intelligence

- Permalink: https://110010.art/s/8893b2146312449e/
- Original: https://www.technologyreview.com/2026/11/02/1147932/heres-who-is-falling-in-line-for-trumps-super-intelligence-loyalty-test/
- Source: MIT Technology Review AI
- Published: 2026-11-03
- Original headline: Here’s who is falling in line for Trump’s “Super Intelligence” loyalty test

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. At the end of September, President Trump signed an executive order that...

Coverage:
- MIT Technology Review AI (2026-11-03): [Here’s who is falling in line for Trump’s “Super Intelligence” loyalty test](https://www.technologyreview.com/2026/11/02/1147932/heres-who-is-falling-in-line-for-trumps-super-intelligence-loyalty-test/) -- lead source

### Google takes Dreambeans to India to bring AI-generated personal stories to the masses; Dreambeans adds 13 Indian languages

- Permalink: https://110010.art/s/c17b3a3c3e8f4c7d/
- Original: https://techcrunch.com/2026/11/02/google-takes-dreambeans-to-india-in-bid-to-bring-ai-generated-personal-stories-to-the-masses/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Google takes Dreambeans to India in bid to bring AI-generated personal stories to the masses

Google's Dreambeans, its latest AI experiment, now supports 13 Indian languages.

Coverage:
- TechCrunch AI (2026-11-03): [Google takes Dreambeans to India in bid to bring AI-generated personal stories to the masses](https://techcrunch.com/2026/11/02/google-takes-dreambeans-to-india-in-bid-to-bring-ai-generated-personal-stories-to-the-masses/) -- lead source

### Apple hints at revenue opportunities from third-party AI apps discussed during earnings call.

- Permalink: https://110010.art/s/c96519fabe534fa0/
- Original: https://techcrunch.com/2026/11/02/apple-may-try-to-increase-revenue-by-doing-something-with-third-party-ai-apps/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-03
- Original headline: Apple may try to increase revenue by doing…something with third-party AI apps

Apple hinted at ways that it could spur revenue through third-party "opportunities" during its Monday night earnings call.

Coverage:
- TechCrunch AI (2026-11-03): [Apple may try to increase revenue by doing…something with third-party AI apps](https://techcrunch.com/2026/11/02/apple-may-try-to-increase-revenue-by-doing-something-with-third-party-ai-apps/) -- lead source
- The Verge AI (2026-11-03): [Apple starts giving Siri AI access to third-party apps](https://www.theverge.com/tech/1025694/apple-siri-ai-third-party-apps)

### Y Combinator’s Garry Tan spends up to $200K a year on AI tokens for agents, citing intense work with his AI agents.

- Permalink: https://110010.art/s/3f8c431defdb4d41/
- Original: https://techcrunch.com/2026/11/02/y-combinators-garry-tan-uses-ai-agents-so-much-he-spends-up-to-200k-a-year-on-tokens/
- Source: TechCrunch AI
- Published: 2026-11-03
- Original headline: Y Combinator’s Garry Tan uses AI agents so much, he spends up to $200K a year on tokens

Y Combinator Garry Tan has jokingly admitted that he's suffered from "cyber psychosis” and barely sleeps sometimes because he’s so excited to be working with his AI agents. On a new episode of Walter Isaacson’s...

Coverage:
- TechCrunch AI (2026-11-03): [Y Combinator’s Garry Tan uses AI agents so much, he spends up to $200K a year on tokens](https://news.ycombinator.com/item?id=50366971) -- lead source

### Transformers model integration contracts

- Permalink: https://110010.art/s/fb86998ae0db4038/
- Original: https://huggingface.co/blog/transformers-mic
- Source: Hugging Face
- Published: 2026-11-03
- Original headline: Transformers Model Integration Contracts

Coverage:
- Hugging Face (2026-11-03): [Transformers Model Integration Contracts](https://huggingface.co/blog/transformers-mic) -- lead source

### OpenAI names Jill Hazelbaker Chief Corporate Affairs Officer

- Permalink: https://110010.art/s/0767f2655b254fc6/
- Original: https://openai.com/index/jill-hazelbaker-chief-corporate-affairs-officer
- Source: OpenAI
- Published: 2026-11-03
- Original headline: OpenAI appoints Jill Hazelbaker as Chief Corporate Affairs Officer
- Tags: [OpenAI](https://110010.art/tags/openai/)

Jill Hazelbaker will join OpenAI as Chief Corporate Affairs Officer, leading the company’s global communications and corporate positioning.

Coverage:
- OpenAI (2026-11-03): [OpenAI appoints Jill Hazelbaker as Chief Corporate Affairs Officer](https://openai.com/index/jill-hazelbaker-chief-corporate-affairs-officer) -- lead source

### CWE-bench v2 increases coverage, quality, and transparency.

- Permalink: https://110010.art/s/b6f03e5d05b14144/
- Original: https://huggingface.co/blog/cwe-bench
- Source: Hugging Face
- Published: 2026-11-03
- Original headline: CWE-bench v2: More coverage, quality, and transparency

Coverage:
- Hugging Face (2026-11-03): [CWE-bench v2: More coverage, quality, and transparency](https://huggingface.co/blog/cwe-bench) -- lead source

### llm 0.37 release adds gpt-6.1-sol and gpt-6.1-terra, new llm openai endpoint add command, and switches default model to gpt-6-luna

- Permalink: https://110010.art/s/868f0916f0b0417a/
- Original: https://simonwillison.net/2026/Nov/2/llm/
- Source: Simon Willison
- Published: 2026-11-02
- Original headline: llm 0.37
- Tags: [GPT-5](https://110010.art/tags/gpt-5/), [OpenAI](https://110010.art/tags/openai/), [GPT-6](https://110010.art/tags/gpt-6/)

Release: llm 0.37
        There's a lot of stuff in this new release of my LLM CLI tool and Python library, representing around two months of accumulated features and fixes.
I added gpt-6.1-sol and gpt-6.1-terra,...

Coverage:
- Simon Willison (2026-11-02): [llm 0.37](https://simonwillison.net/2026/Nov/2/llm/) -- lead source

### Trajectory raises $45M to make AI model training accessible to nontechnical experts; valued at $300 million

- Permalink: https://110010.art/s/082e570193d142f7/
- Original: https://techcrunch.com/2026/11/02/trajectory-raises-45m-to-make-ai-model-training-accessible-to-nontechnical-experts/
- Source: TechCrunch AI
- Published: 2026-11-02
- Original headline: Trajectory raises $45M to make AI model training accessible to nontechnical experts

The one-year-old startup is now valued at $300 million.

Coverage:
- TechCrunch AI (2026-11-02): [Trajectory raises $45M to make AI model training accessible to nontechnical experts](https://techcrunch.com/2026/11/02/trajectory-raises-45m-to-make-ai-model-training-accessible-to-nontechnical-experts/) -- lead source

### Keep distributed training running with automated workload recovery

- Permalink: https://110010.art/s/d83eebe37ac949f0/
- Original: https://developer.nvidia.com/blog/keep-distributed-training-running-with-automated-workload-recovery/
- Source: NVIDIA Developer
- Published: 2026-11-02
- Original headline: Keep Distributed Training Running with Automated Workload Recovery

As distributed AI training scales, failures across hardware and software dependencies increasingly disrupt training progress, making fast, reliable recovery...

Coverage:
- NVIDIA Developer (2026-11-02): [Keep Distributed Training Running with Automated Workload Recovery](https://developer.nvidia.com/blog/keep-distributed-training-running-with-automated-workload-recovery/) -- lead source
- NVIDIA Developer (2026-11-02): [Diagnose Distributed AI Workload Failures with NVIDIA Attribution](https://developer.nvidia.com/blog/diagnose-distributed-ai-workload-failures-with-nvidia-attribution/)

### Qwen3.5-2B with a filesystem compiled into its weights (qwenFS)

- Permalink: https://110010.art/s/9c0db6f43c9e4606/
- Original: https://github.com/vixhal-baraiya/qwenFS
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: vixhal-baraiya/qwenFS: Qwen3.5-2B with a filesystem compiled and inserted directly into its weights.
- Tags: [Qwen](https://110010.art/tags/qwen/)

★ 96 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [vixhal-baraiya/qwenFS: Qwen3.5-2B with a filesystem compiled and inserted directly into its weights.](https://github.com/vixhal-baraiya/qwenFS) -- lead source

### Squarespace lays off 19% of its employees as part of a broader restructuring.

- Permalink: https://110010.art/s/8d4046777a924950/
- Original: https://techcrunch.com/2026/11/02/web-host-squarespace-lays-off-19-of-its-employees/
- Source: TechCrunch AI
- Published: 2026-11-02
- Original headline: Web host Squarespace lays off 19% of its employees

The website builder said that the job losses are part of a broader restructuring of its organization.

Coverage:
- TechCrunch AI (2026-11-02): [Web host Squarespace lays off 19% of its employees](https://techcrunch.com/2026/11/02/web-host-squarespace-lays-off-19-of-its-employees/) -- lead source

### New York Times sues Brave for allegedly scraping its content and distributing it to users, including Anthropic and Perplexity.

- Permalink: https://110010.art/s/e61c436da37c4842/
- Original: https://techcrunch.com/2026/11/02/new-york-times-and-other-outlets-sue-web-browser-brave-over-alleged-content-scraping/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-02
- Original headline: New York Times and other outlets sue web browser Brave over alleged content scraping
- Tags: [Perplexity](https://110010.art/tags/perplexity/), [Anthropic](https://110010.art/tags/anthropic/)

The New York Times is suing privacy-focused web browser company Brave for allegedly scraping the outlet’s copyrighted content and unlawfully distributing it to its own customers, like Anthropic and Perplexity.

Coverage:
- TechCrunch AI (2026-11-02): [New York Times and other outlets sue web browser Brave over alleged content scraping](https://techcrunch.com/2026/11/02/new-york-times-and-other-outlets-sue-web-browser-brave-over-alleged-content-scraping/) -- lead source
- The Verge AI (2026-11-05): [The New York Times sues Brave web browser for AI scraping and bypassing paywalls](https://news.ycombinator.com/item?id=50385670)

### Anthropic updates Claude Code to block use for recreating existing video games; Tom's Hardware reports the change amid concerns about AI-made decompilations and ports.

- Permalink: https://110010.art/s/e08634f527bd472e/
- Original: https://www.theverge.com/ai-artificial-intelligence/1024632/anthropic-claude-ai-video-game-clones
- Source: The Verge AI (2 sources)
- Published: 2026-11-02
- Original headline: Anthropic clamps down on Claude’s AI video game clones
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

Anthropic has updated Claude Code's system prompt to prevent the AI tool from being used to re-create existing video games, as reported by Tom's Hardware. Retro gaming is currently being overrun with AI-made...

Coverage:
- Hacker News (AI) (2026-11-02): [Anthropic Bans Reverse Engineering with Claude](https://news.ycombinator.com/item?id=50336409)
- The Verge AI (2026-11-02): [Anthropic clamps down on Claude’s AI video game clones](https://www.theverge.com/ai-artificial-intelligence/1024632/anthropic-claude-ai-video-game-clones) -- lead source

### Apple’s roaming home robot may perform FaceTime, control lights, and shout at your cat

- Permalink: https://110010.art/s/a1b9d09d03154f16/
- Original: https://arstechnica.com/apple/2026/11/apples-roaming-home-robot-may-do-facetime-switch-lights-on-and-yell-at-your-cat/
- Source: Ars Technica AI
- Published: 2026-11-02
- Original headline: Coming in 2027: Apple’s $1,000 home robot for FaceTime and switching on lights

Apple robot backed by CEO John Ternus may have hefty price tag and limited uses.

Coverage:
- Ars Technica AI (2026-11-02): [Coming in 2027: Apple’s $1,000 home robot for FaceTime and switching on lights](https://arstechnica.com/apple/2026/11/apples-roaming-home-robot-may-do-facetime-switch-lights-on-and-yell-at-your-cat/) -- lead source

### Claude’s new rules against game cloning won’t stop the AI copying boom

- Permalink: https://110010.art/s/55c80738279f42dc/
- Original: https://arstechnica.com/ai/2026/11/claudes-new-rules-against-game-cloning-wont-stop-the-ai-copying-boom/
- Source: Ars Technica AI
- Published: 2026-11-02
- Tags: [Claude](https://110010.art/tags/claude/)

The tsunami of imitators is way bigger than any one model maker can stem.

Coverage:
- Ars Technica AI (2026-11-02): [Claude’s new rules against game cloning won’t stop the AI copying boom](https://news.ycombinator.com/item?id=50347512) -- lead source

### OpenAI raises Security Bug Bounty rewards and introduces report quality, loyalty, and priority campaign bonuses for independent security researchers

- Permalink: https://110010.art/s/00ea55ca47cd4f11/
- Original: https://openai.com/index/rewarding-defenders-with-bigger-bug-bounties
- Source: OpenAI
- Published: 2026-11-02
- Original headline: Rewarding defenders with bigger bug bounties
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI is raising Security Bug Bounty rewards and introducing report quality, loyalty, and priority campaign bonuses for independent security researchers.

Coverage:
- OpenAI (2026-11-02): [Rewarding defenders with bigger bug bounties](https://openai.com/index/rewarding-defenders-with-bigger-bug-bounties) -- lead source

### OpenAI prepares its next internal security sprint with Cathedral Systems to test and strengthen its defenses using AI

- Permalink: https://110010.art/s/96edfef1b6bd4960/
- Original: https://openai.com/index/preparing-our-next-security-sprint-to-harden-openai
- Source: OpenAI
- Published: 2026-11-02
- Original headline: Preparing our next security sprint to harden OpenAI
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI is preparing its next internal security sprint with Cathedral Systems to test and strengthen its defenses using AI.

Coverage:
- OpenAI (2026-11-02): [Preparing our next security sprint to harden OpenAI](https://openai.com/index/preparing-our-next-security-sprint-to-harden-openai) -- lead source

### Making Kubernetes AI-ready for NVIDIA Vera Rubin on day one

- Permalink: https://110010.art/s/06a354a5c0be4373/
- Original: https://developer.nvidia.com/blog/making-kubernetes-ai-ready-for-nvidia-vera-rubin-on-day-one/
- Source: NVIDIA Developer
- Published: 2026-11-02
- Original headline: Making Kubernetes AI-Ready for NVIDIA Vera Rubin on Day One
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Configuring and optimizing Kubernetes for new GPU hardware such as NVIDIA Vera Rubin is complex and error-prone. Drivers, kernels, runtimes, networking,...

Coverage:
- NVIDIA Developer (2026-11-02): [Making Kubernetes AI-Ready for NVIDIA Vera Rubin on Day One](https://developer.nvidia.com/blog/making-kubernetes-ai-ready-for-nvidia-vera-rubin-on-day-one/) -- lead source
- NVIDIA Developer (2026-11-04): [NVIDIA CUDA 13.5 Brings NVIDIA Vera Rubin GA Support](https://developer.nvidia.com/blog/nvidia-cuda-13-5-brings-nvidia-vera-rubin-ga-support/)

### Google reveals latest AI updates from October 2026

- Permalink: https://110010.art/s/6f2456b575d5467a/
- Original: https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-october-2026/
- Source: Google AI Blog
- Published: 2026-11-02
- Original headline: The latest AI news we announced in October 2026

Here are Google’s latest AI updates from October 2026

Coverage:
- Google AI Blog (2026-11-02): [The latest AI news we announced in October 2026](https://blog.google/innovation-and-ai/technology/ai/google-ai-updates-october-2026/) -- lead source

### AI agents are knocking at government’s door; ElevenLabs reports rising regulatory interest

- Permalink: https://110010.art/s/61f0cdfe33fd427b/
- Original: https://news.google.com/rss/articles/CBMib0FVX3lxTE5aN0RiVTU0RkpuZnBreW5Ba3Nkdnkxbl9vUm5yUFVkOUFNREhBSTYtYzYwbzVwMnVNTjVMb3E2WmRWaVJXN1Nyb0IyVFBENjk3MlcwdmJPN1BObHJYVXZ2VXMzUmFxcVZ6WTUxN1RlOA?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-02
- Original headline: AI agents are knocking at government's door - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

AI agents are knocking at government's door  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-02): [AI agents are knocking at government's door - ElevenLabs](https://news.google.com/rss/articles/CBMib0FVX3lxTE5aN0RiVTU0RkpuZnBreW5Ba3Nkdnkxbl9vUm5yUFVkOUFNREhBSTYtYzYwbzVwMnVNTjVMb3E2WmRWaVJXN1Nyb0IyVFBENjk3MlcwdmJPN1BObHJYVXZ2VXMzUmFxcVZ6WTUxN1RlOA?oc=5) -- lead source

### Raising the quality of insights in agentic analytics

- Permalink: https://110010.art/s/91862e54723f47d7/
- Original: https://www.technologyreview.com/2026/11/02/1147660/raising-the-quality-of-insights-in-agentic-analytics/
- Source: MIT Technology Review AI
- Published: 2026-11-02

In just a few years, generative AI has changed the face of enterprise analytics, notably by making analytics accessible to users across the organization. Agentic AI promises to do even more, by automating entire...

Coverage:
- MIT Technology Review AI (2026-11-02): [Raising the quality of insights in agentic analytics](https://www.technologyreview.com/2026/11/02/1147660/raising-the-quality-of-insights-in-agentic-analytics/) -- lead source

### Build world models for interactive simulation with NVIDIA Cosmos

- Permalink: https://110010.art/s/70676ad8591843e2/
- Original: https://developer.nvidia.com/blog/build-world-models-for-interactive-simulation-with-nvidia-cosmos/
- Source: NVIDIA Developer
- Published: 2026-11-02
- Original headline: Build World Models for Interactive Simulation with NVIDIA Cosmos
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Physical AI developers working with world models face two distinct challenges: adapting models to their sensors, tasks, and data, and getting those models into...

Coverage:
- NVIDIA Developer (2026-11-02): [Build World Models for Interactive Simulation with NVIDIA Cosmos](https://developer.nvidia.com/blog/build-world-models-for-interactive-simulation-with-nvidia-cosmos/) -- lead source

### 42AI raises $62.5M to build a world model that can predict human behavior

- Permalink: https://110010.art/s/ce4da637d1824a0e/
- Original: https://techcrunch.com/2026/11/02/42ai-comes-out-of-stealth-with-62-5m-and-a-world-model-that-can-predict-human-behavior/
- Source: TechCrunch AI
- Published: 2026-11-02
- Original headline: 42AI comes out of stealth with $62.5M and a world model that can ‘predict human behavior’

Here's a question straight out of sci-fi: What if AI could predict what you were going to do before you decided to, even in a completely new situation?

Coverage:
- TechCrunch AI (2026-11-02): [42AI comes out of stealth with $62.5M and a world model that can ‘predict human behavior’](https://techcrunch.com/2026/11/02/42ai-comes-out-of-stealth-with-62-5m-and-a-world-model-that-can-predict-human-behavior/) -- lead source

### Elon Musk throttles Grok Bot limits due to unsustainably high costs

- Permalink: https://110010.art/s/5c567d3daffe4316/
- Original: https://techcrunch.com/2026/11/02/elon-musk-throttles-grok-bot-limits-due-to-unsustainably-high-costs/
- Source: TechCrunch AI
- Published: 2026-11-02
- Original headline: Elon Musk throttles Grok Bot limits due to ‘unsustainably high’ costs
- Tags: [Grok](https://110010.art/tags/grok/)

Musk recently referred to Grok Bot as having "the fastest growth of a product that I've ever seen in my life."

Coverage:
- TechCrunch AI (2026-11-02): [Elon Musk throttles Grok Bot limits due to ‘unsustainably high’ costs](https://techcrunch.com/2026/11/02/elon-musk-throttles-grok-bot-limits-due-to-unsustainably-high-costs/) -- lead source

### NVIDIA DSX AI Factory Platform helps support new AI frameworks faster with workload mapping tools

- Permalink: https://110010.art/s/4a94a61e8629444d/
- Original: https://developer.nvidia.com/blog/support-new-ai-frameworks-faster-using-nvidia-workload-map/
- Source: NVIDIA Developer
- Published: 2026-11-02
- Original headline: Support New AI Frameworks Faster Using NVIDIA Workload Map
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

NVIDIA DSX AI Factory Platform brings together technologies to help the ecosystem design, build, and operate more efficient AI factories, including open source,...

Coverage:
- NVIDIA Developer (2026-11-02): [Support New AI Frameworks Faster Using NVIDIA Workload Map](https://developer.nvidia.com/blog/support-new-ai-frameworks-faster-using-nvidia-workload-map/) -- lead source

### AutoPPT | AI-powered interactive lecture slides generator for one-click, week-long, interactive courseware

- Permalink: https://110010.art/s/635749dd92364b2b/
- Original: https://github.com/xingjunm/autoppt
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: xingjunm/autoppt: AutoPPT — AI-Powered Interactive Lecture Slides Generator |  AI备课神器 | 一键生成一整周精美、可交互的课件!

★ 53 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [xingjunm/autoppt: AutoPPT — AI-Powered Interactive Lecture Slides Generator |  AI备课神器 | 一键生成一整周精美、可交互的课件!](https://github.com/xingjunm/autoppt) -- lead source

### OpenAI builds Pando, a Git-compatible backend designed for the scale of Codex-enabled development

- Permalink: https://110010.art/s/4d6d79ef99614ef9/
- Original: https://openai.com/index/scaling-git-at-openai
- Source: OpenAI
- Published: 2026-11-02
- Original headline: Scaling Git at OpenAI
- Tags: [OpenAI](https://110010.art/tags/openai/)

How OpenAI built Pando, a Git-compatible backend designed for the scale of development that Codex makes possible.

Coverage:
- OpenAI (2026-11-02): [Scaling Git at OpenAI](https://openai.com/index/scaling-git-at-openai) -- lead source

### OpenAI’s Grid Protectors Program will work with utilities to support grid reliability and protect consumer electricity costs

- Permalink: https://110010.art/s/b3fcd7e6616048bf/
- Original: https://openai.com/index/grid-protectors-program
- Source: OpenAI (2 sources)
- Published: 2026-11-02
- Original headline: Introducing the Grid Protectors Program
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI’s Grid Protectors Program will work with utilities to help future compute campuses support grid reliability and protect consumer electricity costs.

Coverage:
- OpenAI (2026-11-02): [Introducing the Grid Protectors Program](https://openai.com/index/grid-protectors-program) -- lead source
- The Verge AI (2026-11-02): [OpenAI pitches data center power plants as a way to protect nearby areas](https://www.theverge.com/ai-artificial-intelligence/1024604/openai-data-center-grid-protection-program)

### Omen AI buys Aquatic Labs for $16 million to add liquid know-how; two data center water startups join forces in the deal.

- Permalink: https://110010.art/s/41c0238d10fe4bf1/
- Original: https://techcrunch.com/2026/11/02/omen-ai-adds-liquid-know-how-in-16-million-aquatic-labs-acquisition/
- Source: TechCrunch AI
- Published: 2026-11-02
- Original headline: Omen AI adds liquid know-how in $16 million Aquatic Labs acquisition

Two startups tackling the data center water problem are joining forces in a $16 million deal.

Coverage:
- TechCrunch AI (2026-11-02): [Omen AI adds liquid know-how in $16 million Aquatic Labs acquisition](https://techcrunch.com/2026/11/02/omen-ai-adds-liquid-know-how-in-16-million-aquatic-labs-acquisition/) -- lead source

### China’s first AI feature earns $253,000 after 11 days; production reportedly cost $1.5 million and forecasts indicate it won’t recoup a third of that.

- Permalink: https://110010.art/s/bdabd8445b51490a/
- Original: https://www.cartoonbrew.com/box-office-report/sanxingdui-future-past-week-2-box-office-268831.html
- Source: Cartoon Brew
- Published: 2026-11-02
- Original headline: China’s First AI Feature Limps Through Second Weekend, Reaching Just $253,000 After 11 Days

‘Sanxingdui: Future Past’ reportedly cost $1.5 million to produce, but Chinese box office forecasts suggest it won’t gross even a third of that.

Coverage:
- Cartoon Brew (2026-11-02): [China’s First AI Feature Limps Through Second Weekend, Reaching Just $253,000 After 11 Days](https://www.cartoonbrew.com/box-office-report/sanxingdui-future-past-week-2-box-office-268831.html) -- lead source

### OpenAI merges ChatGPT’s chat and Work tabs; ChatGPT and Codex will share the same usage allocation pool.

- Permalink: https://110010.art/s/70ee6f14036c4f54/
- Original: https://techcrunch.com/2026/11/02/openai-is-finally-merging-chatgpts-chat-and-work-tabs/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-02
- Original headline: OpenAI is finally merging ChatGPT’s Chat and Work tabs
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [OpenAI](https://110010.art/tags/openai/)

OpenAI said that ChatGPT and Codex will draw usage from the same allocation pool after this change.

Coverage:
- TechCrunch AI (2026-11-02): [OpenAI is finally merging ChatGPT’s Chat and Work tabs](https://techcrunch.com/2026/11/02/openai-is-finally-merging-chatgpts-chat-and-work-tabs/) -- lead source
- The Verge AI (2026-11-03): [OpenAI says ChatGPT is catching up to Google in search](https://www.theverge.com/ai-artificial-intelligence/1025482/openai-says-chatgpt-is-catching-up-to-google-in-search)

### Future-Proof-DS/interactive-ai-ml-tools offers free interactive tools for data scientists to learn MLOps, ML system design and agentic analytics

- Permalink: https://110010.art/s/900e260bc02d4da3/
- Original: https://github.com/Future-Proof-DS/interactive-ai-ml-tools
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: Future-Proof-DS/interactive-ai-ml-tools: Free interactive tools for data scientists to learn MLOps, ML system design and agentic analytics: a production ML system map, ML project structure, data drift simulator, agentic analytics system map and AI evals.

★ 206 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [Future-Proof-DS/interactive-ai-ml-tools: Free interactive tools for data scientists to learn MLOps, ML system design and agentic analytics: a production ML system map, ML project structure, data drift simulator, agentic analytics system map and AI evals.](https://github.com/Future-Proof-DS/interactive-ai-ml-tools) -- lead source

### U.S. Census Bureau data used to show AI adoption slowdown in large companies; Apollo Global Management chart cited in September 2025 report

- Permalink: https://110010.art/s/a4f1783d496f4eda/
- Original: https://simonwillison.net/2026/Nov/2/census-bureau-super-intelligence/
- Source: Simon Willison
- Published: 2026-11-02
- Original headline: The U.S. Census Bureau and “Super Intelligence”
- Tags: [Claude](https://110010.art/tags/claude/), [GPT-5](https://110010.art/tags/gpt-5/)

I was reminded today of AI Adoption Rate Trending Down for Large Companies, a chart produced by Apollo Global Management in September 2025, which appeared to show a slowdown in U.S. corporate AI adoption based on...

Coverage:
- Simon Willison (2026-11-02): [The U.S. Census Bureau and “Super Intelligence”](https://simonwillison.net/2026/Nov/2/census-bureau-super-intelligence/) -- lead source

### 0x45dd/pwner: autonomous agentic network penetration-testing tool (authorized use only)

- Permalink: https://110010.art/s/82e8e40acd2340c5/
- Original: https://github.com/0x45dd/pwner
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: 0x45dd/pwner: Autonomous agentic network penetration-testing tool (authorized use only)

★ 82 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [0x45dd/pwner: Autonomous agentic network penetration-testing tool (authorized use only)](https://github.com/0x45dd/pwner) -- lead source

### AI agents plan, generate code, run tests, and iterate on tasks, using 10 to 50 times more tokens than a basic chat prompt

- Permalink: https://110010.art/s/1b8f1b6575ce4274/
- Original: https://www.technologyreview.com/2026/11/02/1147702/stop-counting-tokens-start-counting-what-ships/
- Source: MIT Technology Review AI
- Published: 2026-11-02
- Original headline: Stop counting tokens, start counting what ships

When a developer gives an AI agent a coding task, the agent does more than answer once. It plans, generates code, runs tests, and repeats the process to correct errors. A single task can use 10 to 50 times more...

Coverage:
- MIT Technology Review AI (2026-11-02): [Stop counting tokens, start counting what ships](https://www.technologyreview.com/2026/11/02/1147702/stop-counting-tokens-start-counting-what-ships/) -- lead source

### When you should—and shouldn’t use AI to search the web

- Permalink: https://110010.art/s/88148aad10e64bfa/
- Original: https://www.wired.com/story/when-you-should-and-shouldnt-use-ai-to-search-the-web/
- Source: Wired AI
- Published: 2026-11-02
- Original headline: When You Should—and Shouldn’t—Use AI to Search the Web

Chatbots are often quite good at retrieving the information you want from the web. But sometimes you’ll get better results by typing your query into a good old search engine.

Coverage:
- Wired AI (2026-11-02): [When You Should—and Shouldn’t—Use AI to Search the Web](https://www.wired.com/story/when-you-should-and-shouldnt-use-ai-to-search-the-web/) -- lead source

### KPN brings voice AI to the Netherlands' entrepreneurs with Mobiel AI; ElevenLabs reports on the collaboration

- Permalink: https://110010.art/s/a28196203c494013/
- Original: https://news.google.com/rss/articles/CBMiUkFVX3lxTFBVcEY2X2N6d2UxbURwZlJ4TnRoTkF1NEF1alZNNEV2bEZUekZLdi1icEVyeWM5SmExbEZQNzE2NGp3S3lsX3Bvbi1CRWtFdi1xR2c?oc=5
- Source: ElevenLabs (via Google News)
- Published: 2026-11-02
- Original headline: How KPN is bringing voice AI to the Netherlands' entrepreneurs with Mobiel AI - ElevenLabs
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

How KPN is bringing voice AI to the Netherlands' entrepreneurs with Mobiel AI  ElevenLabs

Coverage:
- ElevenLabs (via Google News) (2026-11-02): [How KPN is bringing voice AI to the Netherlands' entrepreneurs with Mobiel AI - ElevenLabs](https://news.google.com/rss/articles/CBMiUkFVX3lxTFBVcEY2X2N6d2UxbURwZlJ4TnRoTkF1NEF1alZNNEV2bEZUekZLdi1icEVyeWM5SmExbEZQNzE2NGp3S3lsX3Bvbi1CRWtFdi1xR2c?oc=5) -- lead source

### The agentic web is here

- Permalink: https://110010.art/s/89a7aca99e694f69/
- Original: https://www.technologyreview.com/2026/11/02/1147846/the-agentic-web-is-here/
- Source: MIT Technology Review AI
- Published: 2026-11-02

In 2001, a decade after he invented the World Wide Web, Tim Berners-Lee articulated a new vision. Together with two colleagues, he published an article in the magazine Scientific American in which he outlined what he...

Coverage:
- MIT Technology Review AI (2026-11-02): [The agentic web is here](https://www.technologyreview.com/2026/11/02/1147846/the-agentic-web-is-here/) -- lead source

### LifeVal benchmarks AI help with completing everyday tasks like childcare, finances, and government paperwork

- Permalink: https://110010.art/s/7b17b915c0c14e64/
- Original: https://openai.com/index/lifeval
- Source: OpenAI (2 sources)
- Published: 2026-11-02
- Original headline: LifeVal

Introducing LifeVal, a benchmark measuring how well AI helps people complete everyday tasks, from finding childcare to managing finances and government paperwork.

Coverage:
- OpenAI (2026-11-02): [LifeVal](https://openai.com/index/lifeval) -- lead source
- Hacker News (AI) (2026-11-02): [LifeVal: Measuring AI progress on the tasks that matter in everyday life](https://news.ycombinator.com/item?id=50343589)

### xAI releases updated research, product, and company updates

- Permalink: https://110010.art/s/8720be9332944a94/
- Original: https://news.google.com/rss/articles/CBMiM0FVX3lxTFA5M2w2Tm1Kd0l0LTNhWUk0RGFSRVE2V3p0a0o2dzlmRlducGlxTFhuSjlKWQ?oc=5
- Source: xAI (via Google News)
- Published: 2026-11-02
- Original headline: News: Research, Product & Company Updates - xAI
- Tags: [xAI](https://110010.art/tags/xai/)

News: Research, Product & Company Updates  xAI

Coverage:
- xAI (via Google News) (2026-11-02): [News: Research, Product & Company Updates - xAI](https://news.google.com/rss/articles/CBMiM0FVX3lxTFA5M2w2Tm1Kd0l0LTNhWUk0RGFSRVE2V3p0a0o2dzlmRlducGlxTFhuSjlKWQ?oc=5) -- lead source

### Runway Dev is in Claude Code, Codex and Cursor.

- Permalink: https://110010.art/s/c5b4899cefca449b/
- Original: https://news.google.com/rss/articles/CBMie0FVX3lxTE5XSmxIS0xXLXBZR21ld2U2OWVlbkdfOUc0VWotNExrUkhVYjNaWGZtak12ZmlIUlNVT19vT1pwRGpxUm0tMVhCYXdZcklqSHE1bjlaTnB6Zklyc0t6NnhtdGdPZWRhZEZsbFF3WWp2V0Z5bVo0bjJuemtISQ?oc=5
- Source: Runway (via Google News)
- Published: 2026-11-02
- Original headline: Runway News | Runway Dev is in Claude Code, Codex and Cursor - Runway
- Tags: [Claude](https://110010.art/tags/claude/), [Runway](https://110010.art/tags/runway/)

Runway News | Runway Dev is in Claude Code, Codex and Cursor  Runway

Coverage:
- Runway (via Google News) (2026-11-02): [Runway News | Runway Dev is in Claude Code, Codex and Cursor - Runway](https://news.google.com/rss/articles/CBMie0FVX3lxTE5XSmxIS0xXLXBZR21ld2U2OWVlbkdfOUc0VWotNExrUkhVYjNaWGZtak12ZmlIUlNVT19vT1pwRGpxUm0tMVhCYXdZcklqSHE1bjlaTnB6Zklyc0t6NnhtdGdPZWRhZEZsbFF3WWp2V0Z5bVo0bjJuemtISQ?oc=5) -- lead source

### Grok Bot 1.0 xAI announces introduction

- Permalink: https://110010.art/s/6ceccf973907469b/
- Original: https://news.google.com/rss/articles/CBMiREFVX3lxTE1iSW1VMWc4cEMzM2NnaEFic3lqNE1tajl4VEVGWHdaRkNLeEN6TTU5RFBqMlJ5SlJKNlhTZVVERkZJYk1h?oc=5
- Source: xAI (via Google News)
- Published: 2026-11-02
- Original headline: Introducing Grok Bot 1.0 - xAI
- Tags: [Grok](https://110010.art/tags/grok/), [xAI](https://110010.art/tags/xai/)

Introducing Grok Bot 1.0  xAI

Coverage:
- xAI (via Google News) (2026-11-02): [Introducing Grok Bot 1.0 - xAI](https://news.google.com/rss/articles/CBMiREFVX3lxTE1iSW1VMWc4cEMzM2NnaEFic3lqNE1tajl4VEVGWHdaRkNLeEN6TTU5RFBqMlJ5SlJKNlhTZVVERkZJYk1h?oc=5) -- lead source

### Giving every team a data scientist with Grok Bot xAI

- Permalink: https://110010.art/s/622ec5be268d4c73/
- Original: https://news.google.com/rss/articles/CBMiP0FVX3lxTFB3QjZSMFpSY09hLVVkNmMzdFpFR1Nvc0QyUjhJOXY0VUZhTU1Tck1objkzRHVRdENkMzh6TnZQbw?oc=5
- Source: xAI (via Google News)
- Published: 2026-11-02
- Original headline: Giving every team a data scientist with Grok Bot - xAI
- Tags: [Grok](https://110010.art/tags/grok/), [xAI](https://110010.art/tags/xai/)

Giving every team a data scientist with Grok Bot  xAI

Coverage:
- xAI (via Google News) (2026-11-02): [Giving every team a data scientist with Grok Bot - xAI](https://news.google.com/rss/articles/CBMiP0FVX3lxTFB3QjZSMFpSY09hLVVkNmMzdFpFR1Nvc0QyUjhJOXY0VUZhTU1Tck1objkzRHVRdENkMzh6TnZQbw?oc=5) -- lead source

### Full nvfp4 training for GeForce RTX 50-series and RTX PRO 6000 Blackwell GPUs with Infatoshi/nvfp4-sm120 on SM120; six profiles for speed and memory

- Permalink: https://110010.art/s/78f61b6f51954791/
- Original: https://github.com/xl03-bit/sm120-nvfp4-training
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: xl03-bit/sm120-nvfp4-training: Full NVFP4 training for GeForce RTX 50-series and RTX PRO 6000 Blackwell GPUs (SM120). Built on Infatoshi/nvfp4-sm120, with software stochastic rounding, random Hadamard transforms and six profiles for speed and memory. On one RTX 5060 Ti 16GB, validation loss fell ove
- Tags: [RTX PRO 6000](https://110010.art/tags/rtx-pro-6000/), [Blackwell](https://110010.art/tags/blackwell/)

★ 88 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [xl03-bit/sm120-nvfp4-training: Full NVFP4 training for GeForce RTX 50-series and RTX PRO 6000 Blackwell GPUs (SM120). Built on Infatoshi/nvfp4-sm120, with software stochastic rounding, random Hadamard transforms and six profiles for speed and memory. On one RTX 5060 Ti 16GB, validation loss fell ove](https://github.com/xl03-bit/sm120-nvfp4-training) -- lead source

### ByteDance Axion1_0 achieves frontier-level agent capabilities with high-quality data and a simple training recipe: 2 SFT + RL, no mid-training/DPO/OPD; full recipe released.

- Permalink: https://110010.art/s/395dd87bd5dc433a/
- Original: https://github.com/bytedance/axion1_0
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: bytedance/axion1_0: Frontier-level agent capabilities with nothing more than high-quality data and a simple training recipe: 2 SFT + RL, no mid-training/DPO/OPD. Full recipe released.

★ 69 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [bytedance/axion1_0: Frontier-level agent capabilities with nothing more than high-quality data and a simple training recipe: 2 SFT + RL, no mid-training/DPO/OPD. Full recipe released.](https://github.com/bytedance/axion1_0) -- lead source

### AI agents operate computers with a "payment sandbox" attached to their agent, first; davidcitahernandez-debug/computer-use-agent-vault project explores this approach

- Permalink: https://110010.art/s/c7ea43ef58a84292/
- Original: https://github.com/davidcitahernandez-debug/computer-use-agent-vault
- Source: GitHub Trending (AI)
- Published: 2026-11-02
- Original headline: davidcitahernandez-debug/computer-use-agent-vault: 🤖 敢让 AI 自己操作电脑？先给你的 Agent 挂上一道“支付沙箱

★ 82 stars

Coverage:
- GitHub Trending (AI) (2026-11-02): [davidcitahernandez-debug/computer-use-agent-vault: 🤖 敢让 AI 自己操作电脑？先给你的 Agent 挂上一道“支付沙箱](https://github.com/davidcitahernandez-debug/computer-use-agent-vault) -- lead source

### Qodo builds company context and coding standards into Codex to help catch P0 issues across repositories before pulling request

- Permalink: https://110010.art/s/8e8bdf93c64b4e7d/
- Original: https://openai.com/index/qodo-codex-plugin
- Source: OpenAI
- Published: 2026-11-02
- Original headline: Qodo builds context into AI code review with Codex

Qodo brings company knowledge and coding standards into Codex, helping developers catch P0 issues across repositories before opening a pull request.

Coverage:
- OpenAI (2026-11-02): [Qodo builds context into AI code review with Codex](https://openai.com/index/qodo-codex-plugin) -- lead source

### OpenAI appoints Dan Driscoll as senior counselor for national security modernization

- Permalink: https://110010.art/s/cbd2513988ea49f1/
- Original: https://openai.com/index/dan-driscoll-joins-openai
- Source: OpenAI
- Published: 2026-11-02
- Original headline: OpenAI appoints Dan Driscoll as Senior Counselor for National Security Modernization
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI appoints Dan Driscoll to advise on responsible AI for national security modernization, cyber resilience, and collaboration with U.S. allies.

Coverage:
- OpenAI (2026-11-02): [OpenAI appoints Dan Driscoll as Senior Counselor for National Security Modernization](https://openai.com/index/dan-driscoll-joins-openai) -- lead source

### AI delivers zero financial payoff to most companies; Apollo economist says

- Permalink: https://110010.art/s/97fa8d2381a54d84/
- Original: https://techcrunch.com/2026/10/25/ai-delivers-zero-financial-payoff-to-most-companies-according-to-apollo-economist/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-01
- Original headline: AI delivers ‘zero financial payoff’ to most companies, Apollo economist says

"Despite massive investments and widespread hype around artificial intelligence, the technology has delivered zero financial payoff to corporate America outside of tech."

Coverage:
- Hacker News (AI) (2026-10-25): [Apollo says AI has delivered 'zero financial payoff' outside the tech industry](https://news.ycombinator.com/item?id=50236828)
- TechCrunch AI (2026-11-01): [AI delivers ‘zero financial payoff’ to most companies, Apollo economist says](https://news.ycombinator.com/item?id=50330456) -- lead source

### IdeaTaste: a benchmark for research taste where LLM agents propose ideas and the system checks how many were pursued by the field

- Permalink: https://110010.art/s/f91271c2d61f44d0/
- Original: https://github.com/cxcscmu/IdeaTaste
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: cxcscmu/IdeaTaste: IdeaTaste - A benchmark for research taste: let LLM agents propose research ideas, then check how many of them the research area actually went on to do.

★ 32 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [cxcscmu/IdeaTaste: IdeaTaste - A benchmark for research taste: let LLM agents propose research ideas, then check how many of them the research area actually went on to do.](https://github.com/cxcscmu/IdeaTaste) -- lead source

### AI can make tech CEOs’ lives easier; Equity discusses why CEO statements can seem tone deaf

- Permalink: https://110010.art/s/8919a490cfbd479f/
- Original: https://techcrunch.com/2026/11/01/ai-can-make-tech-ceos-lives-easier-what-about-everyone-else/
- Source: TechCrunch AI
- Published: 2026-11-01
- Original headline: AI can make tech CEOs’ lives easier. What about everyone else?

On Equity, we discuss why tech CEO statements can seem so tone deaf.

Coverage:
- TechCrunch AI (2026-11-01): [AI can make tech CEOs’ lives easier. What about everyone else?](https://techcrunch.com/2026/11/01/ai-can-make-tech-ceos-lives-easier-what-about-everyone-else/) -- lead source

### PredictorLab releases self-hosted tabular ML with leakage guard, conformal intervals, profit-optimized thresholds, counterfactuals, and instant REST/MCP API

- Permalink: https://110010.art/s/3f413ed5d49942c5/
- Original: https://github.com/MarkIvor/predictorlab
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: MarkIvor/predictorlab: Self-hosted tabular ML that doesn't lie. Leakage Guard, conformal intervals, profit-optimized thresholds, counterfactuals & instant REST/MCP API.

★ 8 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [MarkIvor/predictorlab: Self-hosted tabular ML that doesn't lie. Leakage Guard, conformal intervals, profit-optimized thresholds, counterfactuals & instant REST/MCP API.](https://github.com/MarkIvor/predictorlab) -- lead source

### VisionQuest depicts an AI-powered robot exploring humanity through elaborate digital daydreams; Marvel describes a fantastical series exploring generative AI ideas

- Permalink: https://110010.art/s/c00d0363c1784ed5/
- Original: https://www.theverge.com/ai-artificial-intelligence/1017064/visionquest-marvel-rogue-ai
- Source: The Verge AI
- Published: 2026-11-01
- Original headline: VisionQuest is what happens when AI really goes rogue

In Marvel's VisionQuest, a superpowered robot tries to better understand humanity by getting lost in elaborate, digital daydreams in which he and other artificial intelligence-powered beings live together in a home....

Coverage:
- The Verge AI (2026-11-01): [VisionQuest is what happens when AI really goes rogue](https://news.ycombinator.com/item?id=50328464) -- lead source

### A 7 MB lossless coding-agent harness for shell, CI, and local models; no TUI and no silent context cuts.

- Permalink: https://110010.art/s/d3ec07f528a344ee/
- Original: https://github.com/Balanov/uncut
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: Balanov/uncut: The lossless, headless coding agent harness. One 7 MB static binary, four tools, plain stdin/stdout, no silent cuts.

★ 266 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [Balanov/uncut: The lossless, headless coding agent harness. One 7 MB static binary, four tools, plain stdin/stdout, no silent cuts.](https://github.com/Balanov/uncut) -- lead source

### CS2 ESP wallhack reveals enemy positions in real time with 2D radar, showing health, armor, C4, and dropped weapons

- Permalink: https://110010.art/s/f6f3392e04654428/
- Original: https://github.com/RainariesFire54079/cs2-resp-wallhack-2026
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: RainariesFire54079/cs2-resp-wallhack-2026: Reveal every enemy position in CS2 with real-time ESP wallhack and 2D radar, showing health, armor, C4, and dropped weapons.

★ 52 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [RainariesFire54079/cs2-resp-wallhack-2026: Reveal every enemy position in CS2 with real-time ESP wallhack and 2D radar, showing health, armor, C4, and dropped weapons.](https://github.com/RainariesFire54079/cs2-resp-wallhack-2026) -- lead source

### SAOS-3624/dsh-see-now: let AI see your screen in real time by filtering frames by change and stitching multiple frames into one image; static frames use few tokens

- Permalink: https://110010.art/s/cbde3de869d04570/
- Original: https://github.com/SAOS-3624/dsh-see-now
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: SAOS-3624/dsh-see-now: 让 AI 实时看见你的屏幕：按变化量筛选帧、多帧拼进一张图，静止画面几乎不花 token

★ 606 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [SAOS-3624/dsh-see-now: 让 AI 实时看见你的屏幕：按变化量筛选帧、多帧拼进一张图，静止画面几乎不花 token](https://github.com/SAOS-3624/dsh-see-now) -- lead source

### DKKD13 个人开发的第三方 DSH 金融研究插件：研究 Skills、证据资料库、个股图表与模拟基金；与 DeepSeek 官方无隶属关系

- Permalink: https://110010.art/s/40e2bc83fcc24d1f/
- Original: https://github.com/DKKD13/dsh-finance
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: DKKD13/dsh-finance: DKKD13 个人开发的第三方 DSH 金融研究插件：研究 Skills、证据资料库、个股图表与模拟基金。与 DeepSeek 官方无隶属关系。
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

★ 126 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [DKKD13/dsh-finance: DKKD13 个人开发的第三方 DSH 金融研究插件：研究 Skills、证据资料库、个股图表与模拟基金。与 DeepSeek 官方无隶属关系。](https://github.com/DKKD13/dsh-finance) -- lead source

### RAG over GitHub issues with a hand-reviewed eval set and an audit of the judge itself reports the interval, not just the best number.

- Permalink: https://110010.art/s/18d459dee5fc4cd8/
- Original: https://github.com/zaxiu88888/issue-rag
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: zaxiu88888/issue-rag: RAG over GitHub issues, with a hand-reviewed eval set and an audit of the judge itself. Reports the interval, not just the best number.

★ 322 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [zaxiu88888/issue-rag: RAG over GitHub issues, with a hand-reviewed eval set and an audit of the judge itself. Reports the interval, not just the best number.](https://github.com/zaxiu88888/issue-rag) -- lead source

### Chatbots misdirect hikers by outsourcing planning to AI, with potentially deadly consequences in backcountry settings.

- Permalink: https://110010.art/s/348dcc7a2fd04e9e/
- Original: https://www.wired.com/story/chatbots-are-leading-hikers-astray-with-dangerous-consequences/
- Source: Wired AI
- Published: 2026-11-01
- Original headline: Chatbots Are Leading Hikers Astray, With Dangerous Consequences

Outsourcing planning to AI can lead people to surrender their own critical thinking, which can have potentially deadly results in places like the backcountry.

Coverage:
- Wired AI (2026-11-01): [Chatbots Are Leading Hikers Astray, With Dangerous Consequences](https://www.wired.com/story/chatbots-are-leading-hikers-astray-with-dangerous-consequences/) -- lead source

### Interactive neural network playground with MoE, LayerNorm, and gradient clipping using a NumPy backend and vanilla JS frontend

- Permalink: https://110010.art/s/d4c4b1629b724e11/
- Original: https://github.com/JackyHu2007/nn_playground
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: JackyHu2007/nn_playground: Interactive neural network playground with MoE, LayerNorm, and gradient clipping — NumPy backend, vanilla JS frontend

★ 5 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [JackyHu2007/nn_playground: Interactive neural network playground with MoE, LayerNorm, and gradient clipping — NumPy backend, vanilla JS frontend](https://github.com/JackyHu2007/nn_playground) -- lead source

### AI-powered web security and automation: official bonus skills, agents, and MCP configs for the Agentic Hacking ebook (28 SKILL.md templates)

- Permalink: https://110010.art/s/1ddfecb3ef074965/
- Original: https://github.com/mrhlaingbwardev/agentic-hacking-skills
- Source: GitHub Trending (AI)
- Published: 2026-11-01
- Original headline: mrhlaingbwardev/agentic-hacking-skills: AI-Powered Web Security & Automation - Official bonus skills, agents & MCP configs for the 'Agentic Hacking' ebook (28 SKILL.md templates)

★ 331 stars

Coverage:
- GitHub Trending (AI) (2026-11-01): [mrhlaingbwardev/agentic-hacking-skills: AI-Powered Web Security & Automation - Official bonus skills, agents & MCP configs for the 'Agentic Hacking' ebook (28 SKILL.md templates)](https://github.com/mrhlaingbwardev/agentic-hacking-skills) -- lead source

### Data centers become a midterm issue, even in Brooklyn

- Permalink: https://110010.art/s/f5a7b34352a04c21/
- Original: https://techcrunch.com/2026/10/31/data-centers-are-now-a-midterm-issue-even-in-brooklyn/
- Source: TechCrunch AI (2 sources)
- Published: 2026-11-01
- Original headline: Data centers are now a midterm issue, even in Brooklyn

At a Brooklyn midterm party five days before Election Day, every conversation, from a council member’s fireside chat to a debate about the Democratic Party, kept circling back to AI and data centers.

Coverage:
- TechCrunch AI (2026-11-01): [Data centers are now a midterm issue, even in Brooklyn](https://techcrunch.com/2026/10/31/data-centers-are-now-a-midterm-issue-even-in-brooklyn/) -- lead source
- Wired AI (2026-11-03): [‘Our Risk, Their Reward’: Zohran Mamdani on AI and Data Centers](https://news.ycombinator.com/item?id=50353184)

### Agents will rely on a single exec(code) tool instead of multiple tools, enabling chained and filtered actions inside an isolated sandbox.

- Permalink: https://110010.art/s/34f9a42b30b748a1/
- Original: https://www.philschmid.de/code-mode
- Source: Phil Schmid
- Published: 2026-11-01
- Original headline: Why Agents Are Soon Only Going to Have 1 Tool

Instead of triggering tools one at a time across turns, agents are collapsing their tool catalog into a single exec(code) tool—chaining, filtering, and awaiting actions inside an isolated sandbox.

Coverage:
- Phil Schmid (2026-11-01): [Why Agents Are Soon Only Going to Have 1 Tool](https://www.philschmid.de/code-mode) -- lead source

### Parameter Labs details exploit to take over ChatGPT accounts via artifacts pattern Canvas HTML previews; demonstrates complex attack chain

- Permalink: https://110010.art/s/2f13018fb4cb4a30/
- Original: https://simonwillison.net/2026/Oct/31/how-we-took-over-chatgpt-accounts/
- Source: Simon Willison (2 sources)
- Published: 2026-10-31
- Original headline: How We Took Over ChatGPT Accounts
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [OpenAI](https://110010.art/tags/openai/)

How We Took Over ChatGPT Accounts
Parameter Labs describe an exploit they found against ChatGPT's implementation of the artifacts pattern (OpenAI used to call this "Canvas" but it looks like the latest revision is...

Coverage:
- Hacker News (AI) (2026-10-31): [We Took over ChatGPT Accounts](https://news.ycombinator.com/item?id=50314699)
- Simon Willison (2026-10-31): [How We Took Over ChatGPT Accounts](https://simonwillison.net/2026/Oct/31/how-we-took-over-chatgpt-accounts/) -- lead source

### Datasette-llm 0.1a9 adds automatic default model detection for Datasette Agent; users no longer need to specify a default model manually

- Permalink: https://110010.art/s/923051acf57b4db5/
- Original: https://simonwillison.net/2026/Oct/31/datasette-llm/
- Source: Simon Willison
- Published: 2026-10-31
- Original headline: datasette-llm 0.1a9

Release: datasette-llm 0.1a9
        I have some big upgrades to Datasette Agent in the pipeline, but in the meantime here's a tiny user experience improvement to the underlying datasette-llm plugin. 
It now picks up...

Coverage:
- Simon Willison (2026-10-31): [datasette-llm 0.1a9](https://simonwillison.net/2026/Oct/31/datasette-llm/) -- lead source

### Apple CEO says the company doesn’t want to ship AI for AI’s sake.

- Permalink: https://110010.art/s/a96f7ccca24a42d9/
- Original: https://techcrunch.com/2026/10/31/apple-ceo-says-the-company-doesnt-want-to-ship-ai-for-ais-sake/
- Source: TechCrunch AI
- Published: 2026-10-31
- Original headline: Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’

Apple's new CEO defended the company's current position in the AI landscape.

Coverage:
- TechCrunch AI (2026-10-31): [Apple CEO says the company doesn’t ‘want to ship AI for AI’s sake’](https://techcrunch.com/2026/10/31/apple-ceo-says-the-company-doesnt-want-to-ship-ai-for-ais-sake/) -- lead source

### TechCrunch Founder Summit offers networking opportunities, insights, and connections to help scale startups; prices increase at the door.

- Permalink: https://110010.art/s/91bfeae6f3314cc3/
- Original: https://techcrunch.com/2026/10/31/4-days-left-how-techcrunch-founder-summit-helps-you-make-more-useful-connections-to-scale/
- Source: TechCrunch AI
- Published: 2026-10-31
- Original headline: 4 days left: How TechCrunch Founder Summit helps you make more useful connections to scale

On November 4 at Boston’s SoWa Power Station, get ready for a full day packed with meaningful networking opportunities, actionable insights, and connections that could change the trajectory of your idea and startup....

Coverage:
- TechCrunch AI (2026-10-31): [4 days left: How TechCrunch Founder Summit helps you make more useful connections to scale](https://techcrunch.com/2026/10/31/4-days-left-how-techcrunch-founder-summit-helps-you-make-more-useful-connections-to-scale/) -- lead source
- TechCrunch AI (2026-11-02): [2 days till TechCrunch Founder Summit: Boston founders don’t need a Silicon Valley address to build something big](https://techcrunch.com/2026/11/02/2-days-till-techcrunch-founder-summit-boston-founders-dont-need-a-silicon-valley-address-to-build-something-big/)
- TechCrunch AI (2026-11-03): [Tomorrow: TechCrunch Founder Summit takes over Boston and when pass rates increase](https://techcrunch.com/2026/11/03/tomorrow-techcrunch-founder-summit-takes-over-boston-and-when-pass-rates-increase/)
- TechCrunch AI (2026-11-03): [The TechCrunch Founder Summit agenda is only half the reason to be in Boston on November 4](https://techcrunch.com/2026/11/03/the-techcrunch-founder-summit-agenda-is-only-half-the-reason-to-be-in-boston-on-nov-4/)

### Judge allows NAACP lawsuit over xAI data center pollution to move forward

- Permalink: https://110010.art/s/c965ba9d26b94cb9/
- Original: https://techcrunch.com/2026/10/31/judge-allows-naacp-lawsuit-over-xai-data-center-pollution-to-move-forward/
- Source: TechCrunch AI
- Published: 2026-10-31
- Tags: [xAI](https://110010.art/tags/xai/)

An NAACP lawsuit accuses the SpaceX-owned AI company of violating the Clean Air Act.

Coverage:
- TechCrunch AI (2026-10-31): [Judge allows NAACP lawsuit over xAI data center pollution to move forward](https://techcrunch.com/2026/10/31/judge-allows-naacp-lawsuit-over-xai-data-center-pollution-to-move-forward/) -- lead source

### Mankidev/codixel: pixel art skill for Claude; how to make good pixel, animated game sprite, effects, etc.

- Permalink: https://110010.art/s/ad68f66632884cb6/
- Original: https://github.com/mankidev/codixel
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: mankidev/codixel: Pixel art skill for Claude Code: how to make good pixel, animated game sprite out, effects etc.
- Tags: [Claude](https://110010.art/tags/claude/)

★ 162 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [mankidev/codixel: Pixel art skill for Claude Code: how to make good pixel, animated game sprite out, effects etc.](https://github.com/mankidev/codixel) -- lead source

### Auditable ETF leverage and tail-risk stress-testing lab uses point-in-time data, ML/RL ablations, and a Vue dashboard.

- Permalink: https://110010.art/s/281220ff86994b4f/
- Original: https://github.com/WangJingzeQwQ/etf-stress-lab
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: WangJingzeQwQ/etf-stress-lab: Auditable ETF leverage and tail-risk stress-testing lab with point-in-time data, ML/RL ablations, and a Vue dashboard.

★ 5 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [WangJingzeQwQ/etf-stress-lab: Auditable ETF leverage and tail-risk stress-testing lab with point-in-time data, ML/RL ablations, and a Vue dashboard.](https://github.com/WangJingzeQwQ/etf-stress-lab) -- lead source

### OpenAI lowers funding target for new round; OpenAI raises less than half of $30B target reports corroborating coverage.

- Permalink: https://110010.art/s/ec33a746a6964626/
- Original: https://techcrunch.com/2026/10/31/openai-reportedly-lowers-funding-target-for-new-round/
- Source: TechCrunch AI (2 sources)
- Published: 2026-10-31
- Original headline: OpenAI reportedly lowers funding target for new round
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI’s latest funding round doesn't seem to be living up to expectations.

Coverage:
- Hacker News (AI) (2026-10-31): [OpenAI raises less than half of $30B target](https://news.ycombinator.com/item?id=50312922)
- TechCrunch AI (2026-10-31): [OpenAI reportedly lowers funding target for new round](https://techcrunch.com/2026/10/31/openai-reportedly-lowers-funding-target-for-new-round/) -- lead source

### I built an AI Tamagotchi before Meta; Muse Charm targeted as holiday sale for AI helper character

- Permalink: https://110010.art/s/fa580559d72f4b5a/
- Original: https://www.theverge.com/gadgets/1013375/muse-charm-gadgets-preview-waveshare-esp32-claude-vibe-code
- Source: The Verge AI
- Published: 2026-10-31
- Original headline: I built an AI Tamagotchi before Meta could
- Tags: [Meta](https://110010.art/tags/meta/)

Mark Zuckerberg's Meta made AI look so stinking cute by giving it a squishy little face - and this holiday season, he wants to sell you a Muse Charm so you can carry your jolly AI helper around like a Tamagotchi. But...

Coverage:
- The Verge AI (2026-10-31): [I built an AI Tamagotchi before Meta could](https://www.theverge.com/gadgets/1013375/muse-charm-gadgets-preview-waveshare-esp32-claude-vibe-code) -- lead source

### Two paths for AI outcomes: order or chaos

- Permalink: https://110010.art/s/7cb5c43e9ae44516/
- Original: https://geohot.github.io//blog/jekyll/update/2026/11/01/pray-for-chaos.html
- Source: George Hotz
- Published: 2026-10-31
- Original headline: Pray for Chaos

There’s two basic ways AI can play out, one is order, the other is chaos.

Coverage:
- George Hotz (2026-10-31): [Pray for Chaos](https://geohot.github.io//blog/jekyll/update/2026/11/01/pray-for-chaos.html) -- lead source

### tavern-labs-ai/character-ai-sdk provides default personas, durable memory, and provider adapters in a single package

- Permalink: https://110010.art/s/1b2f43d99f9d4af1/
- Original: https://github.com/tavern-labs-ai/character-ai-sdk
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: tavern-labs-ai/character-ai-sdk: Default personas, durable character memory, and provider adapters in a single package

★ 189 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [tavern-labs-ai/character-ai-sdk: Default personas, durable character memory, and provider adapters in a single package](https://github.com/tavern-labs-ai/character-ai-sdk) -- lead source
- GitHub Trending (AI) (2026-10-31): [tavern-labs-ai/persona-ai-sdk: Persona AI SDK: default personas, durable character memory, and Bedrock/OpenAI adapters in one package.](https://github.com/tavern-labs-ai/persona-ai-sdk)

### Indian crop yield prediction using machine learning and multi-source agricultural data fusion

- Permalink: https://110010.art/s/2a4f78f4e67e4e10/
- Original: https://github.com/akshatVerse/Indian-Crop-Yield-Prediction
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: akshatVerse/Indian-Crop-Yield-Prediction: Indian Crop Yield Prediction using Machine Learning and Multi-Source Agricultural Data Fusion

★ 4 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [akshatVerse/Indian-Crop-Yield-Prediction: Indian Crop Yield Prediction using Machine Learning and Multi-Source Agricultural Data Fusion](https://github.com/akshatVerse/Indian-Crop-Yield-Prediction) -- lead source

### Volta-Autodoxer infostealer uses AI to collect credentials, payment data, and session information from victims.

- Permalink: https://110010.art/s/cf4bdb7505f74a31/
- Original: https://www.wired.com/story/kernel-panic-volta-autodoxer-ai-infostealer-malware/
- Source: Wired AI (2 sources)
- Published: 2026-10-31
- Original headline: Spooky New Infostealer Malware Uses AI to ‘Autodox’ Victims

Named Volta-Autodoxer, the recently uncovered malware uses AI tools to collect troves of data about victims, from login credentials and credit card numbers to Discord sessions and UberEats receipts.

Coverage:
- Wired AI (2026-10-31): [Spooky New Infostealer Malware Uses AI to ‘Autodox’ Victims](https://www.wired.com/story/kernel-panic-volta-autodoxer-ai-infostealer-malware/) -- lead source
- Hacker News (AI) (2026-11-02): [New AI-driven malware feeds stolen data to Claude to rank victims' assets](https://news.ycombinator.com/item?id=50332315)

### Meta’s Muse could upend all kinds of businesses; investors assess risk and opportunity of AI agents

- Permalink: https://110010.art/s/414e166b697d4fb5/
- Original: https://www.wired.com/story/metas-muse-could-upend-all-kinds-of-businesses-it-hasnt-yet/
- Source: Wired AI
- Published: 2026-10-31
- Original headline: Meta’s Muse Could Upend All Kinds of Businesses. It Hasn’t Yet
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/), [Meta](https://110010.art/tags/meta/)

Companies have spent the past several weeks trying to reassure investors that Muse and other AI agents pose more of an opportunity than a threat.

Coverage:
- Wired AI (2026-10-31): [Meta’s Muse Could Upend All Kinds of Businesses. It Hasn’t Yet](https://www.wired.com/story/metas-muse-could-upend-all-kinds-of-businesses-it-hasnt-yet/) -- lead source

### An AI agent injected a gene therapy into a live mouse’s brain.

- Permalink: https://110010.art/s/83e36b750ca84c33/
- Original: https://www.wired.com/story/an-ai-agent-did-brain-surgery-on-live-mouse/
- Source: Wired AI (2 sources)
- Published: 2026-10-31
- Original headline: An AI Agent Injected Drugs Into a Live Mouse’s Brain

A biotech startup let an agent choose a gene therapy and successfully inject the treatment, offering a startling glimpse of the future of research labs.

Coverage:
- Wired AI (2026-10-31): [An AI Agent Injected Drugs Into a Live Mouse’s Brain](https://news.ycombinator.com/item?id=50316468) -- lead source
- Hacker News (AI) (2026-11-02): [Last night an AI agent performed brain surgery on a mouse](https://news.ycombinator.com/item?id=50336138)

### DeepSeek-R1 failover guide: use CoreGold to launch Claude / OpenAI escape route in 1 minute

- Permalink: https://110010.art/s/bc500033ef6b47ad/
- Original: https://github.com/jailsonbronk21-sketch/deepseek-r1-failover-vcc
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: jailsonbronk21-sketch/deepseek-r1-failover-vcc: ⚡ DeepSeek-R1 宕机备用指南：用 CoreGold 1 分钟拉起 Claude / OpenAI 逃生通道
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Claude](https://110010.art/tags/claude/), [OpenAI](https://110010.art/tags/openai/)

★ 82 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [jailsonbronk21-sketch/deepseek-r1-failover-vcc: ⚡ DeepSeek-R1 宕机备用指南：用 CoreGold 1 分钟拉起 Claude / OpenAI 逃生通道](https://github.com/jailsonbronk21-sketch/deepseek-r1-failover-vcc) -- lead source

### Interactive-Active-AI/NextTransformer: a comprehensive open-source framework for next-generation Transformers/LLMs with compute-matched benchmarking and an autonomous architecture research platform

- Permalink: https://110010.art/s/b53c8c6b39b249a3/
- Original: https://github.com/Interactive-Active-AI/NextTransformer
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: Interactive-Active-AI/NextTransformer: :sunrise: A comprehensive, cutting-edge open-source framework for next-generation Transformers/LLM, with compute-matched benchmarking and a platform for autonomous architecture research.

★ 407 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [Interactive-Active-AI/NextTransformer: :sunrise: A comprehensive, cutting-edge open-source framework for next-generation Transformers/LLM, with compute-matched benchmarking and a platform for autonomous architecture research.](https://github.com/Interactive-Active-AI/NextTransformer) -- lead source

### Stripe Radar blocked by issuer risk score blacklisting; bypass attempts with代理 IPs fail quickly, warns sahinmola5-rgb/coregold-vcc-terminal

- Permalink: https://110010.art/s/42a35050df684837/
- Original: https://github.com/sahinmola5-rgb/coregold-vcc-terminal
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: sahinmola5-rgb/coregold-vcc-terminal: 别再拿国内双币卡去肉身试探 Stripe Radar。 发卡行评分（Issuer Risk Score）一旦被标黑，换十次代理 IP 也是 0.05 秒秒拒。

★ 86 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [sahinmola5-rgb/coregold-vcc-terminal: 别再拿国内双币卡去肉身试探 Stripe Radar。 发卡行评分（Issuer Risk Score）一旦被标黑，换十次代理 IP 也是 0.05 秒秒拒。](https://github.com/sahinmola5-rgb/coregold-vcc-terminal) -- lead source

### Alpha Arena starter kit lets users build a trading agent using 15 years of anonymised stock data (Meraz 7.0, IIT Bhilai).

- Permalink: https://110010.art/s/0895b155dc6e4a26/
- Original: https://github.com/0770-Lakshya/ALPHA-ARENA-Agents-War-
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: 0770-Lakshya/ALPHA-ARENA-Agents-War-: Alpha Arena starter kit: build a trading agent on 15 years of anonymised stock data (Meraz 7.0, IIT Bhilai)

★ 5 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [0770-Lakshya/ALPHA-ARENA-Agents-War-: Alpha Arena starter kit: build a trading agent on 15 years of anonymised stock data (Meraz 7.0, IIT Bhilai)](https://github.com/0770-Lakshya/ALPHA-ARENA-Agents-War-) -- lead source

### Keyshadougherty70-dev/coregold-reseller-api: bulk card bases offered for merchants and API relay stations, no second-hand card resellers needed

- Permalink: https://110010.art/s/f9e2b30da5194cfa/
- Original: https://github.com/keyshadougherty70-dev/coregold-reseller-api
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: keyshadougherty70-dev/coregold-reseller-api: ⚡ 别找二手卡贩子了！号商与 API 中继站专属批量供卡底座

★ 85 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [keyshadougherty70-dev/coregold-reseller-api: ⚡ 别找二手卡贩子了！号商与 API 中继站专属批量供卡底座](https://github.com/keyshadougherty70-dev/coregold-reseller-api) -- lead source

### Curated list of self-hosted open-source AI: local LLMs, chat UIs, agents, MCP servers, RAG, and speech and image generation; health-checked weekly with dead projects removed automatically.

- Permalink: https://110010.art/s/740bd03dc9af44ba/
- Original: https://github.com/glincker/awesome-selfhosted-ai
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: glincker/awesome-selfhosted-ai: Curated list of self-hosted open-source AI: local LLMs, chat UIs, agents, MCP servers, RAG, speech and image generation. Health-checked weekly, dead projects removed automatically.

★ 123 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [glincker/awesome-selfhosted-ai: Curated list of self-hosted open-source AI: local LLMs, chat UIs, agents, MCP servers, RAG, speech and image generation. Health-checked weekly, dead projects removed automatically.](https://github.com/glincker/awesome-selfhosted-ai) -- lead source

### Aevonix/FlashAlign offers on-demand ReAlign model alignment for verified users and channels, or an always-on option, usable with Hermes, OpenClaw, and custom harnesses.

- Permalink: https://110010.art/s/f11e2814ee014cac/
- Original: https://github.com/Aevonix/FlashAlign
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: Aevonix/FlashAlign: ReAlign models instantly, on demand. Per-request alignment for verified users and channels, or Always On. Use directly or with Hermes, OpenClaw and custom harnesses.

★ 126 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [Aevonix/FlashAlign: ReAlign models instantly, on demand. Per-request alignment for verified users and channels, or Always On. Use directly or with Hermes, OpenClaw and custom harnesses.](https://github.com/Aevonix/FlashAlign) -- lead source

### RAN Sentinel: AI co-engineer for mobile networks

- Permalink: https://110010.art/s/125a788e85864ff0/
- Original: https://github.com/AKMaasif/Meta-Ai-Global-Hackathon-Ran-Sentinel-
- Source: GitHub Trending (AI)
- Published: 2026-10-31
- Original headline: AKMaasif/Meta-Ai-Global-Hackathon-Ran-Sentinel-: RAN Sentinel: AI co-engineer for mobile networks
- Tags: [Meta](https://110010.art/tags/meta/)

★ 22 stars

Coverage:
- GitHub Trending (AI) (2026-10-31): [AKMaasif/Meta-Ai-Global-Hackathon-Ran-Sentinel-: RAN Sentinel: AI co-engineer for mobile networks](https://github.com/AKMaasif/Meta-Ai-Global-Hackathon-Ran-Sentinel-) -- lead source

### Nvidia weighs cosigning a loan for Nscale’s AI data center in West Virginia.

- Permalink: https://110010.art/s/874a1c1560df4db5/
- Original: https://techcrunch.com/2026/10/30/nvidia-weighs-playing-the-cosigner-for-nscales-ai-data-center-in-west-virginia/
- Source: TechCrunch AI
- Published: 2026-10-31
- Original headline: Nvidia weighs playing the cosigner for Nscale’s AI data center in West Virginia
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

When investors get nervous about AI spending, it helps to have the chipmaker that sells the chips offer to cosign the loan.

Coverage:
- TechCrunch AI (2026-10-31): [Nvidia weighs playing the cosigner for Nscale’s AI data center in West Virginia](https://techcrunch.com/2026/10/30/nvidia-weighs-playing-the-cosigner-for-nscales-ai-data-center-in-west-virginia/) -- lead source

### Ollie, a privacy-focused AI assistant, is shutting down.

- Permalink: https://110010.art/s/553591fcd389405d/
- Original: https://techcrunch.com/2026/10/30/ollie-a-privacy-focused-ai-assistant-is-shutting-down/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Ollie, a privacy-focused AI assistant, is shutting down

As an increasing number of AI assistants flood the market, the founder of Ollie, an assistant that respected its users' privacy, says it will be shutting down in a week.

Coverage:
- TechCrunch AI (2026-10-30): [Ollie, a privacy-focused AI assistant, is shutting down](https://techcrunch.com/2026/10/30/ollie-a-privacy-focused-ai-assistant-is-shutting-down/) -- lead source

### Apple Intelligence arrives in China with iOS 27.3 beta; full iOS 27.3 release planned in December, Apple confirms

- Permalink: https://110010.art/s/3cfd8418216b4b19/
- Original: https://www.theverge.com/tech/1023974/apple-intelligence-china-ios-27-3
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Apple Intelligence is finally coming to China with iOS 27.3

Apple will launch Apple Intelligence in China with iOS 27.3, the company announced on its Chinese newsroom website, as reported by MacRumors. The Apple Intelligence features will be available first in an iOS 27.3...

Coverage:
- The Verge AI (2026-10-30): [Apple Intelligence is finally coming to China with iOS 27.3](https://www.theverge.com/tech/1023974/apple-intelligence-china-ios-27-3) -- lead source

### Capri AI launches Windows installer to control files, projects, and code via Claude Code, Codex, or Antigravity; fan-made and unaffiliated with CD PROJEKT RED

- Permalink: https://110010.art/s/6707fc0fc97b4aa1/
- Original: https://github.com/boardshogunfluctuate/Capri-AI
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: boardshogunfluctuate/Capri-AI: ⚡ Tell your PC what to do. Capri is a cyberpunk AI agent that works with your files, projects and code through Claude Code, Codex or Antigravity. Windows installer, no terminal. Fan-made, not affiliated with CD PROJEKT RED.
- Tags: [Claude](https://110010.art/tags/claude/)

★ 595 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [boardshogunfluctuate/Capri-AI: ⚡ Tell your PC what to do. Capri is a cyberpunk AI agent that works with your files, projects and code through Claude Code, Codex or Antigravity. Windows installer, no terminal. Fan-made, not affiliated with CD PROJEKT RED.](https://github.com/boardshogunfluctuate/Capri-AI) -- lead source

### NES emulator embedded in Qwen3.5-4B weights enables playing NES ROMs inside Qwen; Drew Breunig shares prompts used to build system

- Permalink: https://110010.art/s/4a91b970c1914d23/
- Original: https://simonwillison.net/2026/Oct/30/nesformer/
- Source: Simon Willison
- Published: 2026-10-30
- Original headline: dbreunig/nesformer
- Tags: [Qwen](https://110010.art/tags/qwen/), [Claude Opus](https://110010.art/tags/claude-opus/)

dbreunig/nesformer
Inspired by qwenputer by Divyansh Agrawal, Drew Breunig baked a working emulator for a Nintendo Entertainment System 6502 CPU into the weights of Qwen3.5-4B. You can now play NES ROMs such as Super...

Coverage:
- Simon Willison (2026-10-30): [dbreunig/nesformer](https://simonwillison.net/2026/Oct/30/nesformer/) -- lead source

### Intel stock falls, reducing government stake by $12B as PC demand slows and memory prices rise with AI component demand.

- Permalink: https://110010.art/s/a2e0f516faff4364/
- Original: https://techcrunch.com/2026/10/30/intels-stock-crashes-knocking-12b-from-governments-stake/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Intel’s stock crashes, knocking $12B from government’s stake

Intel is being hurt by PC sales as the AI industry gobbles memory and other components causing PC prices to rise.

Coverage:
- TechCrunch AI (2026-10-30): [Intel’s stock crashes, knocking $12B from government’s stake](https://techcrunch.com/2026/10/30/intels-stock-crashes-knocking-12b-from-governments-stake/) -- lead source

### Anthropic expected to receive high junk rating from credit agencies following IPO, report says

- Permalink: https://110010.art/s/4dd081afc4e74714/
- Original: https://techcrunch.com/2026/10/30/anthropic-expected-to-receive-high-junk-rating-from-credit-agencies-following-ipo-report-says/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Anthropic expected to receive high ‘junk’ rating from credit agencies following IPO, FT report says
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Blackstone's forecast is just a prediction, but naturally, a high junk rating would make it more difficult and costlier for Anthropic to raise the money to keep funding its massive spending that has undergirded its...

Coverage:
- TechCrunch AI (2026-10-30): [Anthropic expected to receive high ‘junk’ rating from credit agencies following IPO, FT report says](https://techcrunch.com/2026/10/30/anthropic-expected-to-receive-high-junk-rating-from-credit-agencies-following-ipo-report-says/) -- lead source

### Local AI voice studio VoiceStudioV2 offers real-time voice changing, text-to-speech, voice cloning, and dubbing with a drop-in OpenAI-compatible API; runs 100% offline with no cloud or API keys.

- Permalink: https://110010.art/s/f7c2ce86c90e4712/
- Original: https://github.com/EntranceStarfish/VoiceStudioV2
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: EntranceStarfish/VoiceStudioV2: Local AI voice studio: real-time voice changer, text-to-speech, voice cloning & dubbing with a drop-in OpenAI-compatible API. 100% offline, no cloud, no API keys. Unofficial fork of VoiceStudio.
- Tags: [OpenAI](https://110010.art/tags/openai/)

★ 123 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [EntranceStarfish/VoiceStudioV2: Local AI voice studio: real-time voice changer, text-to-speech, voice cloning & dubbing with a drop-in OpenAI-compatible API. 100% offline, no cloud, no API keys. Unofficial fork of VoiceStudio.](https://github.com/EntranceStarfish/VoiceStudioV2) -- lead source

### Boom Supersonic delays airliner as company shifts to powering AI data centers; a customer for its data center power business was lost.

- Permalink: https://110010.art/s/71910d9dae15481f/
- Original: https://arstechnica.com/gadgets/2026/10/united-airlines-ceo-doubts-supersonic-airliner-from-boom-will-be-ready-by-2029/
- Source: Ars Technica AI
- Published: 2026-10-30
- Original headline: Supersonic airliner in doubt as company shifts to powering AI data centers

Boom’s airliner may be delayed, and its data center power business lost a customer.

Coverage:
- Ars Technica AI (2026-10-30): [Supersonic airliner in doubt as company shifts to powering AI data centers](https://news.ycombinator.com/item?id=50321572) -- lead source

### Build a validated Kubernetes runtime for NVIDIA Dynamo

- Permalink: https://110010.art/s/d2ef9eff36c740af/
- Original: https://developer.nvidia.com/blog/build-a-validated-kubernetes-runtime-for-nvidia-dynamo/
- Source: NVIDIA Developer
- Published: 2026-10-30
- Original headline: Build a Validated Kubernetes Runtime for NVIDIA Dynamo
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Teams building AI applications need a repeatable path from a model configuration to a working inference endpoint. NVIDIA Dynamo is a distributed inference...

Coverage:
- NVIDIA Developer (2026-10-30): [Build a Validated Kubernetes Runtime for NVIDIA Dynamo](https://developer.nvidia.com/blog/build-a-validated-kubernetes-runtime-for-nvidia-dynamo/) -- lead source

### Kerlenton/bootgpt: a language model that lives in a boot sector

- Permalink: https://110010.art/s/31c2b57fa78d4c17/
- Original: https://github.com/kerlenton/bootgpt
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: kerlenton/bootgpt: A language model that lives in a boot sector

★ 107 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [kerlenton/bootgpt: A language model that lives in a boot sector](https://github.com/kerlenton/bootgpt) -- lead source

### Last-minute Halloween costumes for tech nerds include a deceptively cute AI agent icon, a PHP vulnerability, or sleepy time Bryan Johnson.

- Permalink: https://110010.art/s/870ae4b16d074758/
- Original: https://techcrunch.com/2026/10/30/last-minute-halloween-costumes-for-tech-nerds/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Last-minute Halloween costumes for tech nerds

No Halloween costume? Just be a deceptively cute AI agent icon, a PHP vulnerability, or sleepy time Bryan Johnson.

Coverage:
- TechCrunch AI (2026-10-30): [Last-minute Halloween costumes for tech nerds](https://techcrunch.com/2026/10/30/last-minute-halloween-costumes-for-tech-nerds/) -- lead source

### Cracks are emerging in the AI spending boom.

- Permalink: https://110010.art/s/5c355ea9713f412a/
- Original: https://techcrunch.com/2026/10/30/cracks-are-emerging-in-the-ai-spending-boom/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Cracks are emerging in the AI spending boom

Big Tech is pouring billions into AI infrastructure, but mounting debt, negative cash flow, and growing investor skepticism are raising questions about the sustainability of the AI spending boom.

Coverage:
- TechCrunch AI (2026-10-30): [Cracks are emerging in the AI spending boom](https://techcrunch.com/2026/10/30/cracks-are-emerging-in-the-ai-spending-boom/) -- lead source

### Anthropic's Cursor extension backdoored for nearly 12 hours; attackers gained access to the verified account, researchers say

- Permalink: https://110010.art/s/1cc76ef1a5aa48f5/
- Original: https://arstechnica.com/security/2026/10/anthropic-vs-code-extension-on-cursor-backdoored-for-nearly-12-hours/
- Source: Ars Technica AI
- Published: 2026-10-30
- Original headline: Anthropic VS code extension on Cursor backdoored for nearly 12 hours
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

It's still unknown how attackers got access to Anthropic's verified Cursor account.

Coverage:
- Ars Technica AI (2026-10-30): [Anthropic VS code extension on Cursor backdoored for nearly 12 hours](https://arstechnica.com/security/2026/10/anthropic-vs-code-extension-on-cursor-backdoored-for-nearly-12-hours/) -- lead source

### Sam Altman says RAM belongs in data centers rather than personal PCs; he calls it terrible to have RAM in personal computers.

- Permalink: https://110010.art/s/b5a011f8f1494d16/
- Original: https://www.theverge.com/ai-artificial-intelligence/1023820/sam-altman-ram-shortage-cloud-servers
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Sam Altman says it’s better for RAM to be in a data center than on your desk
- Tags: [OpenAI](https://110010.art/tags/openai/)

Asked about supply chain shortages, like the ongoing RAM shortage, OpenAI CEO Sam Altman said in an interview that it's "terrible" to have RAM in personal PCs instead of data centers. During his appearance on the...

Coverage:
- The Verge AI (2026-10-30): [Sam Altman says it’s better for RAM to be in a data center than on your desk](https://www.theverge.com/ai-artificial-intelligence/1023820/sam-altman-ram-shortage-cloud-servers) -- lead source

### Dartmouth provost resigns after accusations he used AI for writing.

- Permalink: https://110010.art/s/6b1a1aef3b804a58/
- Original: https://arstechnica.com/tech-policy/2026/10/dartmouths-provost-warned-us-about-ai-cheating-but-his-own-ai-use-cost-him-his-job/
- Source: Ars Technica AI (2 sources)
- Published: 2026-10-30
- Original headline: Dartmouth's provost warned us about AI cheating—but his own AI use cost him his job

People who love AI don't always love telling others they used it.

Coverage:
- Hacker News (AI) (2026-10-29): [Dartmouth provost resigns following accusations he used AI for writing](https://news.ycombinator.com/item?id=50297194)
- Ars Technica AI (2026-10-30): [Dartmouth's provost warned us about AI cheating—but his own AI use cost him his job](https://news.ycombinator.com/item?id=50346414) -- lead source

### Run AI models for edge application development with just a few commands

- Permalink: https://110010.art/s/838e355454f04e05/
- Original: https://developer.nvidia.com/blog/run-ai-models-for-edge-application-development-with-just-a-few-commands/
- Source: NVIDIA Developer
- Published: 2026-10-30
- Original headline: Run AI Models for Edge Application Development with Just a Few Commands

AI is expanding beyond the data center as developers build a new generation of agents to act at the edge: monitoring driver attention and cabin conditions,...

Coverage:
- NVIDIA Developer (2026-10-30): [Run AI Models for Edge Application Development with Just a Few Commands](https://developer.nvidia.com/blog/run-ai-models-for-edge-application-development-with-just-a-few-commands/) -- lead source

### AI heavyweights back a new opt-out standard for scraping; publishers can apply training preferences across multiple AI companies using a shared policy token

- Permalink: https://110010.art/s/dd528bcc24cf4515/
- Original: https://www.theverge.com/tech/1023763/openai-google-microsoft-ai-scraping-standard-opt-out
- Source: The Verge AI (2 sources)
- Published: 2026-10-30
- Original headline: The biggest names in AI are backing a new way to opt out of scraping
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

OpenAI, Google, Microsoft, and Anthropic say they will adopt a new standard that publishers can use to opt out of being scraped by AI, as reported earlier by Search Engine Roundtable. With this control, publishers...

Coverage:
- The Verge AI (2026-10-30): [The biggest names in AI are backing a new way to opt out of scraping](https://news.ycombinator.com/item?id=50313296) -- lead source
- Hacker News (AI) (2026-11-01): [Google, Anthropic and others to support new AI crawling opt-out standard](https://news.ycombinator.com/item?id=50328365)
- Hacker News (AI) (2026-11-01): [Google joins OpenAI and Anthropic in promising new scraping controls](https://news.ycombinator.com/item?id=50331090)

### RunanywhereAI/trnrt: open LLM inference engine for AWS Trainium with NKI megakernels, 1M-token context, and OpenAI-compatible API

- Permalink: https://110010.art/s/b177d6de9dbf44ba/
- Original: https://github.com/RunanywhereAI/trnrt
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: RunanywhereAI/trnrt: The open LLM inference engine for AWS Trainium: NKI megakernels, 1M-token context, OpenAI-compatible API. By RunAnywhere.
- Tags: [OpenAI](https://110010.art/tags/openai/)

★ 1523 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [RunanywhereAI/trnrt: The open LLM inference engine for AWS Trainium: NKI megakernels, 1M-token context, OpenAI-compatible API. By RunAnywhere.](https://github.com/RunanywhereAI/trnrt) -- lead source

### Nemotron Halloween: a look at the new features and updates

- Permalink: https://110010.art/s/c3ab8dbc6a514080/
- Original: https://huggingface.co/blog/nvidia/nemotron-halloween
- Source: Hugging Face
- Published: 2026-10-30
- Original headline: nemotron-halloween
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hugging Face (2026-10-30): [nemotron-halloween](https://huggingface.co/blog/nvidia/nemotron-halloween) -- lead source

### Zest’s AI agent finds restaurants and books reservations over text.

- Permalink: https://110010.art/s/9305882dd92842f3/
- Original: https://techcrunch.com/2026/10/30/zests-new-ai-agent-finds-restaurants-and-books-reservations-over-text/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Zest’s new AI agent finds restaurants and books reservations over text

Can't agree on where to eat? Zest's AI concierge can combine everyone's tastes, put restaurant options to a vote, and make the reservation.

Coverage:
- TechCrunch AI (2026-10-30): [Zest’s new AI agent finds restaurants and books reservations over text](https://techcrunch.com/2026/10/30/zests-new-ai-agent-finds-restaurants-and-books-reservations-over-text/) -- lead source

### Fujifilm to boost tape production fivefold as AI drives archiving demand

- Permalink: https://110010.art/s/2922563bbbfc4773/
- Original: https://arstechnica.com/gadgets/2026/10/fujifilm-to-boost-tape-production-5x-as-ai-fuels-archiving-demand/
- Source: Ars Technica AI
- Published: 2026-10-30
- Original headline: Fujifilm to boost tape production 5x as AI fuels archiving demand

Low costs and offline security mean magnetic tape still has a job.

Coverage:
- Ars Technica AI (2026-10-30): [Fujifilm to boost tape production 5x as AI fuels archiving demand](https://news.ycombinator.com/item?id=50351216) -- lead source

### Starbucks plans to show a personalized digital menu at drive-thru, enabling recognition of customers and easier payment.

- Permalink: https://110010.art/s/1f8572dba9224ffe/
- Original: https://www.theverge.com/ai-artificial-intelligence/1023440/starbucks-ai-personalized-menu-drive-thru
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Starbucks wants to use AI to show you a ‘personalized digital menu’ at the drive-thru

Starbucks could eventually show you a personalized digital menu when you pull up to the drive-thru. During an earnings call on Thursday, Starbucks CEO Brian Niccol said the company is going to explore "experiences...

Coverage:
- The Verge AI (2026-10-30): [Starbucks wants to use AI to show you a ‘personalized digital menu’ at the drive-thru](https://www.theverge.com/ai-artificial-intelligence/1023440/starbucks-ai-personalized-menu-drive-thru) -- lead source

### Decision Forge compiles organizational policy into verifiable decision training data.

- Permalink: https://110010.art/s/b90693dcf75c4934/
- Original: https://github.com/Juneo-Lab/decision-forge
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: Juneo-Lab/decision-forge: Compile organizational policy into verifiable decision training data.

★ 310 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [Juneo-Lab/decision-forge: Compile organizational policy into verifiable decision training data.](https://github.com/Juneo-Lab/decision-forge) -- lead source

### Google’s first data center satellite runs a Google DeepMind Gemma 4 model and writes poetry

- Permalink: https://110010.art/s/e9c67e9ea85540e2/
- Original: https://techcrunch.com/2026/10/30/googles-first-data-center-satellite-is-online-and-writing-poetry/
- Source: TechCrunch AI (2 sources)
- Published: 2026-10-30
- Original headline: Google’s first data center satellite is online and writing poetry
- Tags: [DeepMind](https://110010.art/tags/deepmind/), [Gemma](https://110010.art/tags/gemma/)

The first TPU in space is running a Google DeepMind Gemma 4 model and writing cheesy poetry.

Coverage:
- TechCrunch AI (2026-10-30): [Google’s first data center satellite is online and writing poetry](https://techcrunch.com/2026/10/30/googles-first-data-center-satellite-is-online-and-writing-poetry/) -- lead source
- The Verge AI (2026-10-30): [Google&#8217;s satellite AI server transmits its first response to Earth](https://www.theverge.com/tech/1023528/google-project-suncatcher-ai-satellite-transmission)

### DOJ exposes “ghost students” using AI to complete courses and steal student loans

- Permalink: https://110010.art/s/a1fb92e5381449df/
- Original: https://arstechnica.com/tech-policy/2026/10/doj-exposes-ghost-students-using-ai-to-complete-courses-steal-student-loans/
- Source: Ars Technica AI
- Published: 2026-10-30
- Original headline: Thousands of “ghost students” use AI to steal millions in student loans, DOJ says

Applying for FAFSA may get messy as DOJ “ghost student” crackdown ramps up.

Coverage:
- Ars Technica AI (2026-10-30): [Thousands of “ghost students” use AI to steal millions in student loans, DOJ says](https://news.ycombinator.com/item?id=50307862) -- lead source

### Theranos whistleblower Tyler Shultz warns that the AI boom is a great opportunity to go deceive people.

- Permalink: https://110010.art/s/71023eb9f1624ea0/
- Original: https://techcrunch.com/2026/10/30/theranos-whistleblower-tyler-shultz-warns-that-the-ai-boom-is-a-great-opportunity-to-go-deceive-people/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Theranos whistleblower Tyler Shultz warns that the AI boom is ‘a great opportunity to go deceive people’

The cautionary Theranos tale takes on a new significance in the AI era, when companies that have never turned a profit are raising capital at trillion-dollar valuations.

Coverage:
- TechCrunch AI (2026-10-30): [Theranos whistleblower Tyler Shultz warns that the AI boom is ‘a great opportunity to go deceive people’](https://techcrunch.com/2026/10/30/theranos-whistleblower-tyler-shultz-warns-that-the-ai-boom-is-a-great-opportunity-to-go-deceive-people/) -- lead source

### Autonomous pentest legion with AI commander, worker swarm, and layered fact-intent graph; Tencent Intelligent Attack-Defense online champion results and the Nüwa Test for AI civilization growth

- Permalink: https://110010.art/s/e56e1826c06e4cb7/
- Original: https://github.com/N1nEmAn/sapper-v2
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: N1nEmAn/sapper-v2: The first fruit of the Nüwa tree — an autonomous AI pentest legion (634-team champion, 8h unattended, 1B tokens beat 4.5B). Not just a tool: evolvable by design. Grow your own fruit on the Nüwa Foundation (Create/Language/History).

★ 2018 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [N1nEmAn/sapper-v2: The first fruit of the Nüwa tree — an autonomous AI pentest legion (634-team champion, 8h unattended, 1B tokens beat 4.5B). Not just a tool: evolvable by design. Grow your own fruit on the Nüwa Foundation (Create/Language/History).](https://github.com/N1nEmAn/sapper-v2) -- lead source

### Agentic AI joins the search for extraterrestrial signals

- Permalink: https://110010.art/s/3de7c55c41d74522/
- Original: https://blogs.nvidia.com/blog/ai-joins-the-search-for-extraterrestrial-signals/
- Source: NVIDIA Blog
- Published: 2026-10-30
- Original headline: Things That Go Beep in the Night: Agentic AI Joins the Search for Extraterrestrial Signals

While science fiction lore tells us that humans will meet extraterrestrial life in the form of little green men, the detail that should raise hairs this Halloween is this: the search for extraterrestrial intelligence...

Coverage:
- NVIDIA Blog (2026-10-30): [Things That Go Beep in the Night: Agentic AI Joins the Search for Extraterrestrial Signals](https://blogs.nvidia.com/blog/ai-joins-the-search-for-extraterrestrial-signals/) -- lead source

### Pope Leo calls for AI disarmament and banning lethal autonomous weapons in papal address to UN member states

- Permalink: https://110010.art/s/e4bc1c7a423b4cb4/
- Original: https://www.theverge.com/ai-artificial-intelligence/1023188/pope-leo-disarm-ai
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Pope Leo calls for the disarmament of AI: ‘Machines are tools, not persons’

Pope Leo XIV says AI systems should be "disarmed," adding that humans "have the responsibility to guide, change and, when necessary, reject its applications." In Friday's Papal Address, Pope Leo encourages United...

Coverage:
- The Verge AI (2026-10-30): [Pope Leo calls for the disarmament of AI: ‘Machines are tools, not persons’](https://www.theverge.com/ai-artificial-intelligence/1023188/pope-leo-disarm-ai) -- lead source

### DeepMind and the UK government collaborate to speed up planning assessment times

- Permalink: https://110010.art/s/1bdff79f72e7467d/
- Original: https://deepmind.google/blog/speeding-up-planning-decisions-with-ai/
- Source: Google DeepMind
- Published: 2026-10-30
- Original headline: Speeding up planning decisions with AI
- Tags: [DeepMind](https://110010.art/tags/deepmind/)

Google DeepMind and UK government work together to reduce planning assessment times

Coverage:
- Google DeepMind (2026-10-30): [Speeding up planning decisions with AI](https://news.ycombinator.com/item?id=50343671) -- lead source

### DoorDash has received only “several hundred” orders from AI agents; company open to third-party agent makers

- Permalink: https://110010.art/s/0c1ca299e40e4acd/
- Original: https://techcrunch.com/2026/10/30/doordash-said-its-only-received-several-hundred-orders-from-ai-agents/
- Source: TechCrunch AI (2 sources)
- Published: 2026-10-30
- Original headline: DoorDash said it’s only received ‘several hundred’ orders from AI agents

DoorDash said that it is open to working with third-party agent makers.

Coverage:
- TechCrunch AI (2026-10-30): [DoorDash said it’s only received ‘several hundred’ orders from AI agents](https://news.ycombinator.com/item?id=50307235) -- lead source
- Ars Technica AI (2026-10-30): [Basically no one is using AI agents for their DoorDash orders](https://news.ycombinator.com/item?id=50338474)

### Silicon Valley urges investment in miracles, framing bets on future tech as both risks and potential breakthroughs.

- Permalink: https://110010.art/s/532d6512bba04611/
- Original: https://www.theverge.com/ai-artificial-intelligence/1023070/anthropic-ipo-risk-factors-filing-miracles
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Silicon Valley wants you to invest in miracles

Investing in any stock is kind of like gambling in the sense that you're betting your money on a company's future performance. But how do you bet on a technology that could, in the worst-case scenario, "pose...

Coverage:
- The Verge AI (2026-10-30): [Silicon Valley wants you to invest in miracles](https://www.theverge.com/ai-artificial-intelligence/1023070/anthropic-ipo-risk-factors-filing-miracles) -- lead source

### Sam Altman sympathizes with mathematicians while OpenAI’s AI-generated math onslaught continues

- Permalink: https://110010.art/s/a807482f5b4d43cd/
- Original: https://www.theverge.com/ai-artificial-intelligence/1023054/altman-cheeky-pint-ai-math-interview
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Sam Altman sympathizes with mathematicians, but says OpenAI’s math onslaught won’t stop
- Tags: [OpenAI](https://110010.art/tags/openai/)

After months of bombarding mathematicians with a relentless stream of AI-generated results, OpenAI CEO Sam Altman says he sympathizes with researchers struggling to make sense of it all. But he has no intention of...

Coverage:
- The Verge AI (2026-10-30): [Sam Altman sympathizes with mathematicians, but says OpenAI’s math onslaught won’t stop](https://www.theverge.com/ai-artificial-intelligence/1023054/altman-cheeky-pint-ai-math-interview) -- lead source

### Can AI data centers be mass-produced like cars? Runware builds a factory for prefabricated AI data centers on an assembly line

- Permalink: https://110010.art/s/e6b931efa7104332/
- Original: https://techcrunch.com/2026/10/30/can-ai-data-centers-be-mass-produced-like-cars-and-online-in-48-hours-this-startup-aims-to-find-out/
- Source: TechCrunch AI
- Published: 2026-10-30
- Original headline: Can AI data centers be mass-produced like cars? This startup aims to find out

Runware is building a factory to turn out prefabricated AI data centers on an assembly line. The real test will be whether it can deliver at that scale.

Coverage:
- TechCrunch AI (2026-10-30): [Can AI data centers be mass-produced like cars? This startup aims to find out](https://techcrunch.com/2026/10/30/can-ai-data-centers-be-mass-produced-like-cars-and-online-in-48-hours-this-startup-aims-to-find-out/) -- lead source

### Graphmemory: a bitemporal AI memory system with six-variable decay, time-graded recall, TTL expiry, dedupe, and competitive retrieval (Neo4j + PostgreSQL + Redis)

- Permalink: https://110010.art/s/0684429e43e94751/
- Original: https://github.com/gh9ko8y/graphmemory
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: gh9ko8y/graphmemory: Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)

★ 201 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [gh9ko8y/graphmemory: Bitemporal AI memory system: six-variable decay, time-graded recall, TTL expiry, dedupe, competitive retrieval (Neo4j + PostgreSQL + Redis)](https://github.com/gh9ko8y/graphmemory) -- lead source

### NamiAgent: a zero‑to‑hero AI agent tutorial that runs locally, reads and writes files, executes commands, and includes a web UI; builds capabilities from 100 lines to decompose Claude Code and Codex

- Permalink: https://110010.art/s/27c72201bdce4af4/
- Original: https://github.com/aa1143/NamiAgent
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: aa1143/NamiAgent: 零基础入门 AI Agent 的基础教程。不只是教程，也是一个能在本地跑起来的 Agent：读写文件、执行命令、MCP、长期记忆，自带网页端看清每一步。从 100 行最小循环开始，一课加一个能力，最后拆解 Claude Code、Codex 等主流 Agent
- Tags: [Claude](https://110010.art/tags/claude/)

★ 510 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [aa1143/NamiAgent: 零基础入门 AI Agent 的基础教程。不只是教程，也是一个能在本地跑起来的 Agent：读写文件、执行命令、MCP、长期记忆，自带网页端看清每一步。从 100 行最小循环开始，一课加一个能力，最后拆解 Claude Code、Codex 等主流 Agent](https://github.com/aa1143/NamiAgent) -- lead source

### Maine data center debate moment highlights concerns about AI facilities; impact on climate and water discussed during final midterm debate

- Permalink: https://110010.art/s/cf8c2af966554a7b/
- Original: https://www.theverge.com/ai-artificial-intelligence/1021080/maine-senate-race-susan-collins-ai-data-centers
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Maine’s data center revolt will decide who controls the Senate

Maine Sen. Susan Collins, a Republican, was midway through defending her record during the final debate of the midterms when an audience member cut her short. "I'm terrified," a man shouted. "AI data centers are...

Coverage:
- The Verge AI (2026-10-30): [Maine’s data center revolt will decide who controls the Senate](https://www.theverge.com/ai-artificial-intelligence/1021080/maine-senate-race-susan-collins-ai-data-centers) -- lead source

### OpenAI will honor a shared robots.txt signal to help website operators communicate their AI training preferences to participating providers

- Permalink: https://110010.art/s/ce739a265ec44b38/
- Original: https://openai.com/index/helping-websites-express-ai-training-preferences
- Source: OpenAI (2 sources)
- Published: 2026-10-30
- Original headline: Making it easier for websites to express AI training preferences
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI will honor a shared robots.txt signal to help website operators communicate their AI training preferences to participating providers.

Coverage:
- OpenAI (2026-10-30): [Making it easier for websites to express AI training preferences](https://openai.com/index/helping-websites-express-ai-training-preferences) -- lead source
- Hacker News (AI) (2026-11-01): [Making it easier for websites to express AI training preferences](https://news.ycombinator.com/item?id=50328357)

### Forward Deployed Engineer Roadmap: a step-by-step guide to becoming a forward deployed engineer in AI with a blog for every topic

- Permalink: https://110010.art/s/da41200ffa384863/
- Original: https://github.com/amitshekhariitbhu/forward-deployed-engineer-roadmap
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: amitshekhariitbhu/forward-deployed-engineer-roadmap: Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.

★ 349 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [amitshekhariitbhu/forward-deployed-engineer-roadmap: Forward Deployed Engineer Roadmap - A step-by-step roadmap to become a Forward Deployed Engineer (FDE) in AI, with a blog for every topic.](https://github.com/amitshekhariitbhu/forward-deployed-engineer-roadmap) -- lead source

### Wikipedia’s operator urges balanced AI copyright ruling to protect training on copyrighted works without prompting user-facing regurgitation

- Permalink: https://110010.art/s/966d311bc85842bb/
- Original: https://www.theverge.com/policy/1022880/wikipedia-openai-new-york-times-copyright
- Source: The Verge AI
- Published: 2026-10-30
- Original headline: Wikipedia’s operator says a bad AI copyright ruling could threaten the open web

The Wikimedia Foundation is staking out a middle ground in a group of landmark AI copyright cases, pushing courts to legally protect large language models (LLMs) training on copyrighted work - but not chatbots...

Coverage:
- The Verge AI (2026-10-30): [Wikipedia’s operator says a bad AI copyright ruling could threaten the open web](https://www.theverge.com/policy/1022880/wikipedia-openai-new-york-times-copyright) -- lead source

### OpenAI strengthens violence prevention in ChatGPT with expanded safeguards and earlier interventions; adds public safety reporting commitments

- Permalink: https://110010.art/s/571759884c2344e5/
- Original: https://openai.com/index/community-safety-report-and-new-protections-for-teens
- Source: OpenAI
- Published: 2026-10-30
- Original headline: Community safety report and new protections for teens
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [OpenAI](https://110010.art/tags/openai/)

OpenAI is strengthening violence prevention in ChatGPT with expanded safeguards, earlier interventions, and a new commitment to public safety reporting.

Coverage:
- OpenAI (2026-10-30): [Community safety report and new protections for teens](https://openai.com/index/community-safety-report-and-new-protections-for-teens) -- lead source

### Overseas payments and card binding pitfalls runbook by simonice102-ctrl/coregold-payment-runbook; runbook describes pitfalls and best practices for international payments and card linking

- Permalink: https://110010.art/s/64e2114185824975/
- Original: https://github.com/simonice102-ctrl/coregold-payment-runbook
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: simonice102-ctrl/coregold-payment-runbook: 📖 海外支付与绑卡避坑运行手册 (Runbook)

★ 88 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [simonice102-ctrl/coregold-payment-runbook: 📖 海外支付与绑卡避坑运行手册 (Runbook)](https://github.com/simonice102-ctrl/coregold-payment-runbook) -- lead source

### CoreGold saas pass uses virtual card to block rogue charges in overseas SaaS trials; dsolobalani-bot/-coregold-saas-pass reports

- Permalink: https://110010.art/s/e0785558026143cb/
- Original: https://github.com/dsolobalani-bot/-coregold-saas-pass
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: dsolobalani-bot/-coregold-saas-pass: 🛡️ 玩转海外 SaaS 试用：用 CoreGold 虚拟卡卡死所有“流氓扣费”

★ 89 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [dsolobalani-bot/-coregold-saas-pass: 🛡️ 玩转海外 SaaS 试用：用 CoreGold 虚拟卡卡死所有“流氓扣费”](https://github.com/dsolobalani-bot/-coregold-saas-pass) -- lead source

### 独立站/跨境卖家注意：别再拿国内双币卡给店铺采买埋雷

- Permalink: https://110010.art/s/e46de7bcf2934329/
- Original: https://github.com/hossebmarup-wq/-coregold-ecommerce-pay
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: hossebmarup-wq/-coregold-ecommerce-pay: 🛒 独立站/跨境卖家注意：别再拿国内双币卡给店铺采买埋雷了

★ 90 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [hossebmarup-wq/-coregold-ecommerce-pay: 🛒 独立站/跨境卖家注意：别再拿国内双币卡给店铺采买埋雷了](https://github.com/hossebmarup-wq/-coregold-ecommerce-pay) -- lead source

### CoreGold—Anti-Fraud VCC Protocol bypass; Stripe Radar late declines on OpenAI and Claude while facing strict risk controls guidance

- Permalink: https://110010.art/s/bd1be86c48a24dba/
- Original: https://github.com/bdmdakash348-crypto/CoreGold---Anti-Fraud-VCC-Protocol-Bypass-Stripe-Radars-Payment-Decline-on-OpenAI-Claude
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: bdmdakash348-crypto/CoreGold---Anti-Fraud-VCC-Protocol-Bypass-Stripe-Radars-Payment-Decline-on-OpenAI-Claude: 为什么你的卡总在 OpenAI 被秒拒？Stripe 风控逆向与 CoreGold 硬核过风控指南
- Tags: [Claude](https://110010.art/tags/claude/), [OpenAI](https://110010.art/tags/openai/)

★ 92 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [bdmdakash348-crypto/CoreGold---Anti-Fraud-VCC-Protocol-Bypass-Stripe-Radars-Payment-Decline-on-OpenAI-Claude: 为什么你的卡总在 OpenAI 被秒拒？Stripe 风控逆向与 CoreGold 硬核过风控指南](https://github.com/bdmdakash348-crypto/CoreGold---Anti-Fraud-VCC-Protocol-Bypass-Stripe-Radars-Payment-Decline-on-OpenAI-Claude) -- lead source

### Cohere advances C$4 billion AI commitment in Canada, creating 1,500+ jobs.

- Permalink: https://110010.art/s/2ab7d0f307ec4c37/
- Original: https://news.google.com/rss/articles/CBMiXEFVX3lxTE41WjF5UFItZUZlSy0wZWNJWlJWSmFvOUZhTGtWLS1FVlNZOGdxWU5oR2NCVFZSWFhpNEpoNlFxY3hyWkZVa3EybUpjbVlWOFl5UmN5SGx1cXJRVGhl?oc=5
- Source: Cohere (via Google News) (2 sources)
- Published: 2026-10-30
- Original headline: Cohere Advances C$4 Billion AI Commitment in Canada, Creating 1,500+ Jobs - Cohere
- Tags: [Cohere](https://110010.art/tags/cohere/)

Cohere Advances C$4 Billion AI Commitment in Canada, Creating 1,500+ Jobs  Cohere

Coverage:
- Hacker News (AI) (2026-10-30): [Canada to invest up to $1.6B in Toronto-based AI company Cohere](https://news.ycombinator.com/item?id=50300397)
- Cohere (via Google News) (2026-10-30): [Cohere Advances C$4 Billion AI Commitment in Canada, Creating 1,500+ Jobs - Cohere](https://news.google.com/rss/articles/CBMiXEFVX3lxTE41WjF5UFItZUZlSy0wZWNJWlJWSmFvOUZhTGtWLS1FVlNZOGdxWU5oR2NCVFZSWFhpNEpoNlFxY3hyWkZVa3EybUpjbVlWOFl5UmN5SGx1cXJRVGhl?oc=5) -- lead source

### CoreGold quickstart guide: 3-step setup for overseas payments

- Permalink: https://110010.art/s/b7cf437f18fb4df8/
- Original: https://github.com/tankfnmb-droid/CoreGold---3-Step-VCC-Setup-Quick-Start-Guide
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: tankfnmb-droid/CoreGold---3-Step-VCC-Setup-Quick-Start-Guide: 🚀 CoreGold 纯小白极速上手指南（3 步搞定海外支付）

★ 94 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [tankfnmb-droid/CoreGold---3-Step-VCC-Setup-Quick-Start-Guide: 🚀 CoreGold 纯小白极速上手指南（3 步搞定海外支付）](https://github.com/tankfnmb-droid/CoreGold---3-Step-VCC-Setup-Quick-Start-Guide) -- lead source
- GitHub Trending (AI) (2026-10-30): [youngkaherbert96-ship-it/coregold-quickstart-guide: ⚡ 3 分钟极速开卡订阅指南：彻底搞定海外平台扣款被拒](https://github.com/youngkaherbert96-ship-it/coregold-quickstart-guide)

### ClawGod_Y: Claude Code “God Mode” aims to bypass model restrictions to breach the armor

- Permalink: https://110010.art/s/a7d1a89aed5041bc/
- Original: https://github.com/7sen1ot/ClawGod_Y
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: 7sen1ot/ClawGod_Y: Claude Code “God Mode,” designed to let the model “breach the armor” (i.e., bypass restrictions).
- Tags: [Claude](https://110010.art/tags/claude/)

★ 157 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [7sen1ot/ClawGod_Y: Claude Code “God Mode,” designed to let the model “breach the armor” (i.e., bypass restrictions).](https://github.com/7sen1ot/ClawGod_Y) -- lead source

### Claude code “God Mode” lets model breach restrictions by bypassing safety armor

- Permalink: https://110010.art/s/6980fbcf1a934794/
- Original: https://github.com/do-whilefor/ClawGod_Y
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: do-whilefor/ClawGod_Y: Claude Code “God Mode,” designed to let the model “breach the armor” (i.e., bypass restrictions).
- Tags: [Claude](https://110010.art/tags/claude/)

★ 145 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [do-whilefor/ClawGod_Y: Claude Code “God Mode,” designed to let the model “breach the armor” (i.e., bypass restrictions).](https://github.com/do-whilefor/ClawGod_Y) -- lead source

### Academic research library for DSH enables paper search, citation, import approval, and note handoff to other plugins

- Permalink: https://110010.art/s/83cd2f411067446a/
- Original: https://github.com/poco-ai/agentero-dsh-plugin
- Source: GitHub Trending (AI)
- Published: 2026-10-30
- Original headline: poco-ai/agentero-dsh-plugin: 给 DeepSeek Harness 用的科研文献库插件：搜论文、带出处、审批入库、把笔记线索交给同会话其他插件。Academic research library for DSH — search, cite, approve imports, hand off notes.
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

★ 208 stars

Coverage:
- GitHub Trending (AI) (2026-10-30): [poco-ai/agentero-dsh-plugin: 给 DeepSeek Harness 用的科研文献库插件：搜论文、带出处、审批入库、把笔记线索交给同会话其他插件。Academic research library for DSH — search, cite, approve imports, hand off notes.](https://github.com/poco-ai/agentero-dsh-plugin) -- lead source

### Kentucky administrator earns religious exemption from using AI at work, first of its kind for humanists

- Permalink: https://110010.art/s/471e856b0f20437a/
- Original: https://techcrunch.com/2026/10/29/you-dont-need-to-believe-in-a-god-to-get-a-religious-exemption-from-using-ai-at-work/
- Source: TechCrunch AI (2 sources)
- Published: 2026-10-30
- Original headline: You don’t need to believe in a god to get a religious exemption from using AI at work

David Durman, a University of Kentucky administrator, recently earned a religious exemption from using AI in the workplace.

Coverage:
- Hacker News (AI) (2026-10-28): [Kentucky man becomes the first humanist granted religious exemption from AI](https://news.ycombinator.com/item?id=50273396)
- Hacker News (AI) (2026-10-29): [Man given first-of-its-kind religious exemption against mandatory AI use at work](https://news.ycombinator.com/item?id=50297601)
- TechCrunch AI (2026-10-30): [You don’t need to believe in a god to get a religious exemption from using AI at work](https://techcrunch.com/2026/10/29/you-dont-need-to-believe-in-a-god-to-get-a-religious-exemption-from-using-ai-at-work/) -- lead source

### OpenAI shares court briefs arguing fair use supports AI training and innovation

- Permalink: https://110010.art/s/5c5b84e0de9b4580/
- Original: https://openai.com/index/fair-use-benefits-everyone
- Source: OpenAI
- Published: 2026-10-30
- Original headline: Fair use benefits everyone
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI shares excerpts from court briefs by creators, academics, accessibility advocates, and legal experts, among others, on how fair use supports AI training and innovation.

Coverage:
- OpenAI (2026-10-30): [Fair use benefits everyone](https://openai.com/index/fair-use-benefits-everyone) -- lead source

### AWS aims to become a $1T business; it will continue heavy capex spending, says CEO Andy Jassy.

- Permalink: https://110010.art/s/03311ee096564466/
- Original: https://techcrunch.com/2026/10/29/aws-will-be-a-1t-business-jassy-says-but-first-it-will-spend-big/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: AWS will be a $1T business, Jassy says — but first, it will spend big

Amazon wants to be the king of AI cloud computing and become the first $1 trillion revenue business. But to do that it will have to continue on its capex spending spree, its CEO said Thursday.

Coverage:
- TechCrunch AI (2026-10-29): [AWS will be a $1T business, Jassy says — but first, it will spend big](https://techcrunch.com/2026/10/29/aws-will-be-a-1t-business-jassy-says-but-first-it-will-spend-big/) -- lead source

### API credits offered for eligible ChatGPT subscriptions match Anthropic’s program, providing equivalent API credits for $100, $200, or $500 plans

- Permalink: https://110010.art/s/12c9def2f1ab42c7/
- Original: https://simonwillison.net/2026/Oct/29/api-credits/
- Source: Simon Willison
- Published: 2026-10-29
- Original headline: API credits benefit for eligible ChatGPT subscriptions
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

API credits benefit for eligible ChatGPT subscriptions
Earlier this month Anthropic announced a generous new benefit for their Max and Team subscriptions: $100, $200, and $500 per month subscribers would get the...

Coverage:
- Simon Willison (2026-10-29): [API credits benefit for eligible ChatGPT subscriptions](https://simonwillison.net/2026/Oct/29/api-credits/) -- lead source

### Reddit shifts to a logged-in experience as search traffic declines.

- Permalink: https://110010.art/s/10927a080f5648a2/
- Original: https://techcrunch.com/2026/10/29/as-search-traffic-dries-up-reddit-announces-its-shifting-to-a-logged-in-experience/
- Source: TechCrunch AI (2 sources)
- Published: 2026-10-29
- Original headline: As search traffic dries up, Reddit announces it’s shifting to a logged-in experience

As AI transforms how people find information online, Reddit is rethinking its open-web roots to protect its audience and business.

Coverage:
- TechCrunch AI (2026-10-29): [As search traffic dries up, Reddit announces it’s shifting to a logged-in experience](https://techcrunch.com/2026/10/29/as-search-traffic-dries-up-reddit-announces-its-shifting-to-a-logged-in-experience/) -- lead source
- Hacker News (AI) (2026-10-29): [Reddit will force users to log in as AI is killing search traffic](https://news.ycombinator.com/item?id=50296625)
- Hacker News (AI) (2026-10-30): [Reddit is going logged-in only. Blame Google AI Overviews](https://news.ycombinator.com/item?id=50309644)

### Rivian expands joint venture with VW to include AI assistant; Rivian does not disclose whether value will expand as a result.

- Permalink: https://110010.art/s/afd5ab87c9fd4425/
- Original: https://techcrunch.com/2026/10/29/rivian-expands-joint-venture-with-vw-to-include-ai-assistant/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: Rivian expands joint venture with VW to include AI assistant

Rivian doesn't disclose if the value of its $5.8 billion joint venture will expand as a result.

Coverage:
- TechCrunch AI (2026-10-29): [Rivian expands joint venture with VW to include AI assistant](https://techcrunch.com/2026/10/29/rivian-expands-joint-venture-with-vw-to-include-ai-assistant/) -- lead source

### OpenAI-backed Thrive Holdings acquires ADT in $15.3 billion deal

- Permalink: https://110010.art/s/48ada5e44ec7483f/
- Original: https://techcrunch.com/2026/10/29/openai-backed-thrive-holdings-acquires-adt/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: OpenAI-backed Thrive Holdings acquires ADT
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI-backed Thrive Holdings is buying ADT in a $15.3 billion deal, with plans to bring AI to the home security business.

Coverage:
- TechCrunch AI (2026-10-29): [OpenAI-backed Thrive Holdings acquires ADT](https://techcrunch.com/2026/10/29/openai-backed-thrive-holdings-acquires-adt/) -- lead source

### Meta quietly launches an AI fashion app Style Sketch that builds a virtual closet from Instagram photos or user-added items.

- Permalink: https://110010.art/s/08ef5072a5904130/
- Original: https://techcrunch.com/2026/10/29/meta-quietly-launches-an-ai-fashion-app-called-style-sketch/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: Meta quietly launches an AI fashion app called Style Sketch
- Tags: [Meta](https://110010.art/tags/meta/)

The app connects to Instagram to build a virtual closet from photos you’ve already shared, or lets you add items manually by snapping a photo, recording a quick video, or uploading images from your camera roll.

Coverage:
- TechCrunch AI (2026-10-29): [Meta quietly launches an AI fashion app called Style Sketch](https://techcrunch.com/2026/10/29/meta-quietly-launches-an-ai-fashion-app-called-style-sketch/) -- lead source

### Trump declares robot imports a national security threat; orders trade talks on foreign-made factory robots and threatens tariffs

- Permalink: https://110010.art/s/e253bccbd14843d8/
- Original: https://arstechnica.com/gadgets/2026/10/trump-declares-robot-imports-a-national-security-threat/
- Source: Ars Technica AI
- Published: 2026-10-29
- Original headline: Trump declares robot imports a national security threat

President orders trade talks on foreign-made factory robots, threatens tariffs.

Coverage:
- Ars Technica AI (2026-10-29): [Trump declares robot imports a national security threat](https://arstechnica.com/gadgets/2026/10/trump-declares-robot-imports-a-national-security-threat/) -- lead source

### Phishing website detection with CompPhish: comparing URL-derived, HTML-derived, and combined features using machine learning

- Permalink: https://110010.art/s/f9dbbc0239cf4e66/
- Original: https://github.com/PalakVerma-github/compphish-phishing-detection
- Source: GitHub Trending (AI)
- Published: 2026-10-29
- Original headline: PalakVerma-github/compphish-phishing-detection: Phishing website detection with CompPhish: comparing URL-derived, HTML-derived, and combined features using machine learning.

★ 6 stars

Coverage:
- GitHub Trending (AI) (2026-10-29): [PalakVerma-github/compphish-phishing-detection: Phishing website detection with CompPhish: comparing URL-derived, HTML-derived, and combined features using machine learning.](https://github.com/PalakVerma-github/compphish-phishing-detection) -- lead source

### Google Gemini now lets users generate, preview, and edit Google Docs files directly within chats

- Permalink: https://110010.art/s/3b47dc7803354739/
- Original: https://www.theverge.com/ai-artificial-intelligence/1022519/google-gemini-file-editing-documents-pdfs
- Source: The Verge AI
- Published: 2026-10-29
- Original headline: You can generate and edit Google Docs files directly in Gemini chats now
- Tags: [Gemini](https://110010.art/tags/gemini/)

Now you can generate, preview, and edit PDFs, Google Docs, Google Sheets, slide decks, Markdown files, TXT files, and code directly within Google Gemini. The new file editing capabilities are available starting today...

Coverage:
- The Verge AI (2026-10-29): [You can generate and edit Google Docs files directly in Gemini chats now](https://www.theverge.com/ai-artificial-intelligence/1022519/google-gemini-file-editing-documents-pdfs) -- lead source

### Accenture employee’s personal Claude agent ran on a DOD network for two months before the vulnerability was patched.

- Permalink: https://110010.art/s/9df034fd7e804a26/
- Original: https://www.wired.com/story/a-defense-contractor-gave-their-personal-ai-agent-access-to-a-secure-pentagon-system/
- Source: Wired AI
- Published: 2026-10-29
- Original headline: A Defense Contractor Gave Their Personal AI Agent Access to a Secure Pentagon System
- Tags: [Claude](https://110010.art/tags/claude/)

Sources tell WIRED that an Accenture employee’s personal Claude agent ran on a DOD network for two months before it was identified and the vulnerability could be patched.

Coverage:
- Wired AI (2026-10-29): [A Defense Contractor Gave Their Personal AI Agent Access to a Secure Pentagon System](https://news.ycombinator.com/item?id=50309730) -- lead source
- Wired AI (2026-10-30): [How a Contractor’s Claude Agent Got Into the Pentagon](https://www.wired.com/story/uncanny-valley-podcast-how-a-contractors-claude-agent-got-into-the-pentagon/)

### Granola adds dictation to its meeting note taker to compete with Wispr

- Permalink: https://110010.art/s/a424983efef14db2/
- Original: https://techcrunch.com/2026/10/29/granola-crunches-up-a-dictation-feature-to-compete-with-wispr/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: Granola crunches up a dictation feature to compete with Wispr

Uno reverse! After Wispr added meeting notes to its dictation app, Granola is adding dictation to its meeting notetaker. The voice AI wars are getting interesting.

Coverage:
- TechCrunch AI (2026-10-29): [Granola crunches up a dictation feature to compete with Wispr](https://techcrunch.com/2026/10/29/granola-crunches-up-a-dictation-feature-to-compete-with-wispr/) -- lead source

### ZCode provides poisoned egg anti-debugging proxy with retry optimization for free accounts, supports free quota and free token distribution

- Permalink: https://110010.art/s/8e1747ca4caa48aa/
- Original: https://github.com/do-whilefor/zcode2api
- Source: GitHub Trending (AI)
- Published: 2026-10-29
- Original headline: do-whilefor/zcode2api: ZCode(智谱、Zai）毒鸡蛋反代，优化免费账号并发重试问题，支持免费额度以及领取免费token。

★ 120 stars

Coverage:
- GitHub Trending (AI) (2026-10-29): [do-whilefor/zcode2api: ZCode(智谱、Zai）毒鸡蛋反代，优化免费账号并发重试问题，支持免费额度以及领取免费token。](https://github.com/do-whilefor/zcode2api) -- lead source

### ZCode API introduces anti-counterfeiting token repurchase and free account concurrency retry optimization, supports free quotas and free token issuance

- Permalink: https://110010.art/s/5558c04809554732/
- Original: https://github.com/7sen1ot/zcode2api
- Source: GitHub Trending (AI)
- Published: 2026-10-29
- Original headline: 7sen1ot/zcode2api: ZCode(智谱、Zai）毒鸡蛋反代，优化免费账号并发重试问题，支持免费额度以及领取免费token。

★ 129 stars

Coverage:
- GitHub Trending (AI) (2026-10-29): [7sen1ot/zcode2api: ZCode(智谱、Zai）毒鸡蛋反代，优化免费账号并发重试问题，支持免费额度以及领取免费token。](https://github.com/7sen1ot/zcode2api) -- lead source

### Spawn builds a massively multiplayer game world with autonomous Fable-class models and prompt-driven in-game agents to modify the environment.

- Permalink: https://110010.art/s/3f6ea93ca65c46f3/
- Original: https://simonwillison.net/2026/Oct/29/how-i-built-the-most-ai-pilled-company-in-the-world/
- Source: Simon Willison
- Published: 2026-10-29
- Original headline: Building a multiplayer game world with autonomous Fable-class models

How I Built the Most AI-Pilled Company in the World
Don't be put off by the clickbait headline, this piece by Jacob Sansbury describing how they are building Spawn is a fascinating exploration of the bleeding edge of...

Coverage:
- Simon Willison (2026-10-29): [Building a multiplayer game world with autonomous Fable-class models](https://simonwillison.net/2026/Oct/29/how-i-built-the-most-ai-pilled-company-in-the-world/) -- lead source

### OpenAI updates Model Spec to guide more capable, beneficial AI toward sound judgment and fidelity to human intent

- Permalink: https://110010.art/s/8250a1c00bde46ed/
- Original: https://openai.com/index/updated-model-spec
- Source: OpenAI (2 sources)
- Published: 2026-10-29
- Original headline: An updated Model Spec for more capable and beneficial AI
- Tags: [OpenAI](https://110010.art/tags/openai/)

OpenAI’s updated Model Spec outlines five core values to guide more capable AI toward sound judgment, human agency, and faithfulness to human intent.

Coverage:
- OpenAI (2026-10-29): [An updated Model Spec for more capable and beneficial AI](https://openai.com/index/updated-model-spec) -- lead source
- Hacker News (AI) (2026-11-05): [An updated Model Spec for more capable and beneficial AI](https://news.ycombinator.com/item?id=50380365)

### View Conference features filmmakers sharing craft as AI evangelists claim widespread adoption

- Permalink: https://110010.art/s/5977fbc878c4459e/
- Original: https://www.cartoonbrew.com/events/view-conference-ai-sales-pitches-268698.html
- Source: Cartoon Brew
- Published: 2026-10-29
- Original headline: View Conference Was Inspiring: The AI Sales Pitches Were Exhausting (And Occasionally Bullshit)

Filmmakers shared their craft at Turin’s View Conference, while AI evangelists (a real job title of one speaker) insisted everyone already uses the technology.

Coverage:
- Cartoon Brew (2026-10-29): [View Conference Was Inspiring: The AI Sales Pitches Were Exhausting (And Occasionally Bullshit)](https://www.cartoonbrew.com/events/view-conference-ai-sales-pitches-268698.html) -- lead source

### U.S. investigated a Chinese spy plot aimed at Nvidia CEO; NYT reports a Singapore AI cloud executive accused of illegal Nvidia chip sales to China could also be a Chinese spy.

- Permalink: https://110010.art/s/650e734d241b457c/
- Original: https://techcrunch.com/2026/10/29/u-s-investigated-chinese-spy-plot-aimed-at-nvidia-ceo/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: US investigated Chinese spy plot aimed at Nvidia CEO
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

A top executive of a Singapore AI cloud company that was accused of illegally selling Nvidia chips to China could also have been a Chinese spy, sources have told the New York Times.

Coverage:
- TechCrunch AI (2026-10-29): [US investigated Chinese spy plot aimed at Nvidia CEO](https://techcrunch.com/2026/10/29/u-s-investigated-chinese-spy-plot-aimed-at-nvidia-ceo/) -- lead source

### Claude code data engineering skills: profile a new source, investigate a failed run, review a change, and document the platform

- Permalink: https://110010.art/s/9ab92a1f8cb24dff/
- Original: https://github.com/DataWithBaraa/claude-code-data-engineering-skills
- Source: GitHub Trending (AI)
- Published: 2026-10-29
- Original headline: DataWithBaraa/claude-code-data-engineering-skills: 16 Claude Code skills for data engineers: profile a new source, investigate a failed run, review a change, document the platform. Most end in a page you can share.
- Tags: [Claude](https://110010.art/tags/claude/)

★ 94 stars

Coverage:
- GitHub Trending (AI) (2026-10-29): [DataWithBaraa/claude-code-data-engineering-skills: 16 Claude Code skills for data engineers: profile a new source, investigate a failed run, review a change, document the platform. Most end in a page you can share.](https://github.com/DataWithBaraa/claude-code-data-engineering-skills) -- lead source

### Ex-Palantir execs launch Dream with $17M from a16z to build AI world models for construction; Dream aims to disrupt Autodesk with AI.

- Permalink: https://110010.art/s/5f27f7d9e7ea4bdb/
- Original: https://techcrunch.com/2026/10/29/ex-palantir-execs-launch-dream-with-17m-from-a16z-to-build-ai-world-models-for-construction/
- Source: TechCrunch AI
- Published: 2026-10-29
- Original headline: Ex-Palantir execs launch Dream with $17M from a16z to build AI world models for construction

Dream is grounded in real physics and construction standards. Just as LLMs learn from text, Dream's world model is trained on more than 100 million square feet of building data gathered from permit archives across...

Coverage:
- TechCrunch AI (2026-10-29): [Ex-Palantir execs launch Dream with $17M from a16z to build AI world models for construction](https://techcrunch.com/2026/10/29/ex-palantir-execs-launch-dream-with-17m-from-a16z-to-build-ai-world-models-for-construction/) -- lead source

### Microsoft offers voluntary buyouts to about 60,000 employees as Nadella signals AI will shrink Microsoft’s workforce

- Permalink: https://110010.art/s/09282303a4c248dc/
- Original: https://www.theverge.com/tech/1022023/microsoft-exit-offer-layoffs-notepad
- Source: The Verge AI
- Published: 2026-10-29
- Original headline: Microsoft’s AI future has fewer jobs

To anyone listening closely to what Microsoft CEO Satya Nadella has been saying over the past couple of years, this week felt like the clearest sign yet that AI is about to fundamentally change the size of...

Coverage:
- The Verge AI (2026-10-29): [Microsoft’s AI future has fewer jobs](https://www.theverge.com/tech/1022023/microsoft-exit-offer-layoffs-notepad) -- lead source

## Active research

### MIT researchers develop technique to streamline creation of fast, reliable, and adaptable AI models for climate prediction

- Permalink: https://110010.art/r/58b8d42cff3e4c54/
- Original: https://news.mit.edu/2026/new-research-could-lead-faster-trustworthy-ai-models-climate-prediction-1112
- Source: MIT News (AI)
- Published: 2026-11-12
- Original headline: New research could lead to faster, trustworthy AI models for climate prediction

MIT researchers have developed a new technique to streamline the creation of fast, reliable, and adaptable AI models for climate prediction.

Coverage:
- MIT News (AI) (2026-11-12): [New research could lead to faster, trustworthy AI models for climate prediction](https://news.mit.edu/2026/new-research-could-lead-faster-trustworthy-ai-models-climate-prediction-1112) -- lead source

### ZeroPoint: Lightweight energy-based decision model

- Permalink: https://110010.art/r/fe79c36ef2614183/
- Original: https://arxiv.org/abs/2611.12992
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: ZeroPoint: Lightweight Energy-Based Decision Model
- Tags: [Jev](https://110010.art/tags/jev/)

arXiv:2611.12992v1 Announce Type: new 
Abstract: Energy-based models (EBMs) assign a scalar energy to every joint value of the observed and predicted variables. In decision models, the prediction is chosen from a...

Coverage:
- arXiv cs.AI (2026-11-11): [ZeroPoint: Lightweight Energy-Based Decision Model](https://arxiv.org/abs/2611.12992) -- lead source

### Which successes make good references? Action-sequence alignment for multi-turn on-policy distillation

- Permalink: https://110010.art/r/0435d1172b5a4ed1/
- Original: https://arxiv.org/abs/2611.13135
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Which Successes Make Good References? Action-Sequence Alignment for Multi-Turn On-Policy Distillation

arXiv:2611.13135v1 Announce Type: new 
Abstract: On-policy distillation (OPD) reduces train-inference distribution mismatch by supervising a student on its own trajectories. For multi-turn tool-use agents,...

Coverage:
- arXiv cs.LG (2026-11-11): [Which Successes Make Good References? Action-Sequence Alignment for Multi-Turn On-Policy Distillation](https://arxiv.org/abs/2611.13135) -- lead source

### Understanding-first AI engineering: purposes, reference architecture, and architectural patterns for human understanding

- Permalink: https://110010.art/r/1cb6307072de4d63/
- Original: https://arxiv.org/abs/2611.13022
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Understanding-First AI Engineering: Purposes, Reference Architecture, and Architectural Patterns for Human Understanding

arXiv:2611.13022v1 Announce Type: new 
Abstract: AI systems can produce reliable results without developing human understanding. However, human understanding remains valuable for shaping subsequent AI-supported work,...

Coverage:
- arXiv cs.AI (2026-11-11): [Understanding-First AI Engineering: Purposes, Reference Architecture, and Architectural Patterns for Human Understanding](https://arxiv.org/abs/2611.13022) -- lead source

### Understanding students' rationales for AI-mediated cheating: an instructor perspective from online forums analysis

- Permalink: https://110010.art/r/566e771b621c4877/
- Original: https://arxiv.org/abs/2611.13358
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Understanding Students' Rationales for AI-Mediated Cheating: An Instructor Perspective from Online Forums Analysis

arXiv:2611.13358v1 Announce Type: new 
Abstract: The extensive adoption of AI has precipitated a crisis in academic integrity. While studies attempt to quantify cheating, less is known about the motivations...

Coverage:
- arXiv cs.CL (2026-11-11): [Understanding Students' Rationales for AI-Mediated Cheating: An Instructor Perspective from Online Forums Analysis](https://arxiv.org/abs/2611.13358) -- lead source
- arXiv cs.CL (2026-11-11): [Mapping Instructors' Attitudes Towards Cheating with AI: An Exploratory Analysis Using Forum Analysis](https://arxiv.org/abs/2611.13366)

### Train on prefill, monitor at decode: TopicScope trains causal topic classifiers on SAE features to label every token and allow topic changes mid-response

- Permalink: https://110010.art/r/ad505301f48b470a/
- Original: https://arxiv.org/abs/2611.12935
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Train on prefill, monitor at decode: Using sparse autoencoders for topic monitoring

arXiv:2611.12935v1 Announce Type: new 
Abstract: Topic monitoring is the task of labelling the topic of each token in a model's response during generation. Activation-based monitors that run at generation time have...

Coverage:
- arXiv cs.AI (2026-11-11): [Train on prefill, monitor at decode: Using sparse autoencoders for topic monitoring](https://arxiv.org/abs/2611.12935) -- lead source

### TimeOmni-o1: bidirectionally coupling time series foundation models and LLMs for multimodal reasoning and forecasting

- Permalink: https://110010.art/r/573db6a8d60542fb/
- Original: https://arxiv.org/abs/2611.12902
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-11
- Original headline: TimeOmni-o1: Bidirectionally Coupling Time Series Foundation Models and LLMs for Multimodal Reasoning and Forecasting

arXiv:2611.12902v1 Announce Type: new 
Abstract: Time series from real-world systems are often accompanied by text, such as a report on an event that affects them. Two common tasks on these series are understanding,...

Coverage:
- arXiv cs.CL (2026-11-11): [TimeOmni-o1: Bidirectionally Coupling Time Series Foundation Models and LLMs for Multimodal Reasoning and Forecasting](https://arxiv.org/abs/2611.12902) -- lead source
- arXiv cs.LG (2026-11-11): [StatPrompt-LLM: A Lightweight Statistical Refinement for Foundation-Style Time-Series Forecasting](https://arxiv.org/abs/2611.12974)

### Third Eye: immediate gains from self-update are near zero; further native updates can improve performance, according to tests on 3-8B backbones across math and code

- Permalink: https://110010.art/r/c21e6df86c3c48b0/
- Original: https://arxiv.org/abs/2611.12988
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Third Eye: Beyond Immediate Gains in Recursive Self-Improvement
- Tags: [Qwen](https://110010.art/tags/qwen/), [Llama](https://110010.art/tags/llama/)

arXiv:2611.12988v1 Announce Type: new 
Abstract: Does a useful self-update remain useful after the model updates again? Third Eye separates immediate performance from the outcome of a further native update. We...

Coverage:
- arXiv cs.LG (2026-11-11): [Third Eye: Beyond Immediate Gains in Recursive Self-Improvement](https://arxiv.org/abs/2611.12988) -- lead source

### Symbolic Imitation Learning distills an oracle policy into a decision list with linear model motion primitives using offline demonstrations and online tuning.

- Permalink: https://110010.art/r/e700c9fb20eb49bf/
- Original: https://arxiv.org/abs/2611.13182
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Making Strides in Symbolic Imitation Learning: Offline Demonstrations, Online Tuning

arXiv:2611.13182v1 Announce Type: new 
Abstract: Deep reinforcement learning (DRL) methods have been the dominant paradigm in continuous control tasks due to their efficacy in function approximation, while...

Coverage:
- arXiv cs.LG (2026-11-11): [Making Strides in Symbolic Imitation Learning: Offline Demonstrations, Online Tuning](https://arxiv.org/abs/2611.13182) -- lead source

### Shape of a program: path signatures for trace-to-program induction

- Permalink: https://110010.art/r/bc395369924e4c99/
- Original: https://arxiv.org/abs/2611.13005
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: The Shape of a Program: Path Signatures for Trace-to-Program Induction

arXiv:2611.13005v1 Announce Type: new 
Abstract: Synthesizing programs from execution traces is a fundamental challenge in algorithmic interpretability and the reverse engineering of complex systems. We bring a...

Coverage:
- arXiv cs.LG (2026-11-11): [The Shape of a Program: Path Signatures for Trace-to-Program Induction](https://arxiv.org/abs/2611.13005) -- lead source

### SetPrint: Black-box LLM fingerprinting via setwise correspondence of response changes

- Permalink: https://110010.art/r/d10f72e15a0f46a5/
- Original: https://arxiv.org/abs/2611.12950
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: SetPrint: Black-Box LLM Fingerprinting via Setwise Correspondence of Response Changes

arXiv:2611.12950v1 Announce Type: new 
Abstract: Black-box LLM fingerprinting aims to determine whether a target model was derived from a source model when only the output responses to input queries are observable....

Coverage:
- arXiv cs.AI (2026-11-11): [SetPrint: Black-Box LLM Fingerprinting via Setwise Correspondence of Response Changes](https://arxiv.org/abs/2611.12950) -- lead source

### Seeing is not believing: counterfactual lesion erasure teaches a medical vision-language agent to report only what the image shows

- Permalink: https://110010.art/r/5ee1fb2882e74cfc/
- Original: https://arxiv.org/abs/2611.13006
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Seeing Is Not Believing: Counterfactual Lesion Erasure Teaches a Small Medical Vision-Language Agent to Report Only What the Image Shows

arXiv:2611.13006v1 Announce Type: new 
Abstract: Medical vision-language models (VLMs) often report a finding because the question names it; standard benchmarks miss this. From public segmentation datasets we build...

Coverage:
- arXiv cs.AI (2026-11-11): [Seeing Is Not Believing: Counterfactual Lesion Erasure Teaches a Small Medical Vision-Language Agent to Report Only What the Image Shows](https://arxiv.org/abs/2611.13006) -- lead source

### Rethinking in Spikes: mitigating hallucinations in MDLMs with step-aware decoding

- Permalink: https://110010.art/r/05e5b182623744ee/
- Original: https://arxiv.org/abs/2611.12901
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Rethinking in Spikes: Mitigating Hallucinations in MDLMs with Step-Aware Decoding

arXiv:2611.12901v1 Announce Type: new 
Abstract: Recent advancements in multimodal diffusion language models (MDLMs) have exhibited strong global modeling capabilities through iterative refinement. We observe that...

Coverage:
- arXiv cs.CL (2026-11-11): [Rethinking in Spikes: Mitigating Hallucinations in MDLMs with Step-Aware Decoding](https://arxiv.org/abs/2611.12901) -- lead source

### Reinforcement learning-based control of cancer chemotherapy treatments

- Permalink: https://110010.art/r/a3752d2af9e446d0/
- Original: https://arxiv.org/abs/2611.12940
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Reinforcement Learning based control of Cancer Chemotherapy treatments

arXiv:2611.12940v1 Announce Type: new 
Abstract: Reinforcement Learning has achieved tremendous success in recent years. Extending its scope from the traditional complex games such as Atari, Go, Pokeman, and Chess,...

Coverage:
- arXiv cs.AI (2026-11-11): [Reinforcement Learning based control of Cancer Chemotherapy treatments](https://arxiv.org/abs/2611.12940) -- lead source

### RadRef: a reference-free metric for radiology report generation

- Permalink: https://110010.art/r/65075819e3fb47f2/
- Original: https://arxiv.org/abs/2611.13168
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: RadRef: A Reference-Free Metric for Radiology Report Generation

arXiv:2611.13168v1 Announce Type: new 
Abstract: AI-generated radiology reports are usually evaluated by comparison with a radiologist-authored reference, leaving no way to score them when no reference exists. We...

Coverage:
- arXiv cs.LG (2026-11-11): [RadRef: A Reference-Free Metric for Radiology Report Generation](https://arxiv.org/abs/2611.13168) -- lead source

### Predictive surprise as self-grounding concept bottleneck for interpretable time series

- Permalink: https://110010.art/r/9f64162dd4b24402/
- Original: https://arxiv.org/abs/2611.12955
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series

arXiv:2611.12955v1 Announce Type: new 
Abstract: Time-series classifiers deployed in risk-sensitive domains must be (1) accurate, (2) interpretable, and (3) able to abstain when evidence is weak. Existing methods do...

Coverage:
- arXiv cs.LG (2026-11-11): [Predictive Surprise as Self-Grounding Concept Bottleneck for Interpretable Time Series](https://arxiv.org/abs/2611.12955) -- lead source

### Prediction-powered LLM ranking with adaptively collected human feedback

- Permalink: https://110010.art/r/153537e45ecc4c39/
- Original: https://arxiv.org/abs/2611.13186
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Prediction-Powered LLM Ranking with Adaptively Collected Human Feedback

arXiv:2611.13186v1 Announce Type: new 
Abstract: Ranking large language models (LLMs) through human evaluations is essential for downstream decision-making. Because human feedback is expensive, evaluation platforms...

Coverage:
- arXiv cs.LG (2026-11-11): [Prediction-Powered LLM Ranking with Adaptively Collected Human Feedback](https://arxiv.org/abs/2611.13186) -- lead source

### Post-training influences verbalized algorithmic computation in language models; probing shows carry information remains recoverable from internal activations across SFT and RLVR checks

- Permalink: https://110010.art/r/f3ed3235a5104224/
- Original: https://arxiv.org/abs/2611.13552
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: How Post-Training Influences Verbalized Algorithmic Computation in Language Models

arXiv:2611.13552v1 Announce Type: new 
Abstract: Post-training improves language-model reasoning, but how it changes the use of internal information and verbalized chain of thought (CoT) remains unclear. We study...

Coverage:
- arXiv cs.CL (2026-11-11): [How Post-Training Influences Verbalized Algorithmic Computation in Language Models](https://arxiv.org/abs/2611.13552) -- lead source

### Physics2Weight: direct neural network architecture and weight generation from physical laws using large language models

- Permalink: https://110010.art/r/4fbd233081084f84/
- Original: https://arxiv.org/abs/2611.12954
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Physics2Weight: Direct Neural Network Architecture and Weight Generation from Physical Laws Using Large Language Models

arXiv:2611.12954v1 Announce Type: new 
Abstract: Recent advances in large language models (LLMs) have enabled weight-space programming (WSP), which directly generates neural network weights without gradient-based...

Coverage:
- arXiv cs.AI (2026-11-11): [Physics2Weight: Direct Neural Network Architecture and Weight Generation from Physical Laws Using Large Language Models](https://arxiv.org/abs/2611.12954) -- lead source

### Permutation-based pre-trained model merging via reciprocal orthogonality

- Permalink: https://110010.art/r/c84dc1426f0046d6/
- Original: https://arxiv.org/abs/2611.13016
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Permutation-Based Pre-trained Model Merging via Reciprocal Orthogonality

arXiv:2611.13016v1 Announce Type: new 
Abstract: Ito et al. (2026) showed that sufficiently wide, independently trained neural networks can exhibit linear mode connectivity (LMC) with softmax temperature calibration,...

Coverage:
- arXiv cs.LG (2026-11-11): [Permutation-Based Pre-trained Model Merging via Reciprocal Orthogonality](https://arxiv.org/abs/2611.13016) -- lead source

### One Table Benchmark evaluates generalist tabular models across generation, imputation, and prediction tasks across 56 datasets and 46 methods

- Permalink: https://110010.art/r/49bd08ad7ea74002/
- Original: https://arxiv.org/abs/2611.13001
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: One Table, Many Queries: Benchmarking Generalist Tabular Models Across Generation, Imputation, and Prediction

arXiv:2611.13001v1 Announce Type: new 
Abstract: Generation, imputation, and prediction query different aspects of the same tabular distribution, but are usually evaluated separately. This leaves unclear which...

Coverage:
- arXiv cs.LG (2026-11-11): [One Table, Many Queries: Benchmarking Generalist Tabular Models Across Generation, Imputation, and Prediction](https://arxiv.org/abs/2611.13001) -- lead source

### Multimodal attributed graphs are surveyed across models, benchmarks, and frontiers, covering graph-centric and foundation-model-centric approaches to learning on MAGs.

- Permalink: https://110010.art/r/8a6a2ed0da3b43a5/
- Original: https://arxiv.org/abs/2611.12990
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Multimodal Graph Learning: A Survey of Models, Benchmarks, and Frontiers

arXiv:2611.12990v1 Announce Type: new 
Abstract: Multimodal attributed graphs (MAGs), in which nodes carry text, images, and other modalities while edges encode relations among entities, underlie e-commerce, social...

Coverage:
- arXiv cs.LG (2026-11-11): [Multimodal Graph Learning: A Survey of Models, Benchmarks, and Frontiers](https://arxiv.org/abs/2611.12990) -- lead source

### Monitoring a visible channel alters learned communication; adaptive reallocation of joint message-route codes observed in end-to-end game experiments

- Permalink: https://110010.art/r/532d239d8f2c4f1d/
- Original: https://arxiv.org/abs/2611.12959
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Monitoring One Channel Is Not Communication Control: Causal Evidence for Adaptive Reallocation of Joint Message--Route Codes

arXiv:2611.12959v1 Announce Type: new 
Abstract: Monitoring a visible channel can change how learned agents communicate without removing why communication is useful. We test this distinction in an end-to-end game...

Coverage:
- arXiv cs.AI (2026-11-11): [Monitoring One Channel Is Not Communication Control: Causal Evidence for Adaptive Reallocation of Joint Message--Route Codes](https://arxiv.org/abs/2611.12959) -- lead source

### Mobile AI Factory builds a fine-tuned, quantized small language model for a given task and mobile device.

- Permalink: https://110010.art/r/9d66edb605a84dd3/
- Original: https://arxiv.org/abs/2611.13509
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Mobile AI Factory: Building Specialized Language Models for Your Mobile Device

arXiv:2611.13509v1 Announce Type: new 
Abstract: Small language models (SLMs) running on mobile devices can keep user data private and work without connectivity. But they perform well only when fine-tuned for the...

Coverage:
- arXiv cs.CL (2026-11-11): [Mobile AI Factory: Building Specialized Language Models for Your Mobile Device](https://arxiv.org/abs/2611.13509) -- lead source

### Measuring definition sensitivity in LLM annotation of social science concepts

- Permalink: https://110010.art/r/feedb5a274df4fd5/
- Original: https://arxiv.org/abs/2611.13339
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Measuring Definition Sensitivity in LLM Annotation of Social Science Concepts

arXiv:2611.13339v1 Announce Type: new 
Abstract: In social science research, text annotation is a fundamental task that is traditionally a costly, hard-to-scale manual process. Researchers have used large language...

Coverage:
- arXiv cs.CL (2026-11-11): [Measuring Definition Sensitivity in LLM Annotation of Social Science Concepts](https://arxiv.org/abs/2611.13339) -- lead source

### MADSNet: a multi-scale axial-attentive dense spiking network for spike camera image reconstruction.

- Permalink: https://110010.art/r/e8a40ebe2f3c490c/
- Original: https://arxiv.org/abs/2611.12980
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: MADSNet: A Multi-Scale Axial-Attentive Dense Spiking Network for Spike Camera Image Reconstruction

arXiv:2611.12980v1 Announce Type: new 
Abstract: Spike cameras encode dynamic scenes into high-temporal-resolution binary spike streams for efficient high-speed vision. Although spiking neural networks (SNNs) can...

Coverage:
- arXiv cs.LG (2026-11-11): [MADSNet: A Multi-Scale Axial-Attentive Dense Spiking Network for Spike Camera Image Reconstruction](https://arxiv.org/abs/2611.12980) -- lead source

### Linear probes to Bayesian manifolds: geometry of arithmetic in large language models

- Permalink: https://110010.art/r/4895d77b99dc42c1/
- Original: https://arxiv.org/abs/2611.12998
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Linear Probes to Bayesian Manifolds: Geometry of Arithmetic in Large Language Models

arXiv:2611.12998v1 Announce Type: new 
Abstract: Linear probes are a standard method to study geometric structures, such as helices and circles, from the activations of large language models (LLMs), and such...

Coverage:
- arXiv cs.LG (2026-11-11): [Linear Probes to Bayesian Manifolds: Geometry of Arithmetic in Large Language Models](https://arxiv.org/abs/2611.12998) -- lead source

### LandslideFM: a foundation model for unified landslide perception and understanding

- Permalink: https://110010.art/r/71d997d843794ffd/
- Original: https://arxiv.org/abs/2611.12936
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: LandslideFM: A Foundation Model Towards Unified Landslide Perception and Understanding

arXiv:2611.12936v1 Announce Type: new 
Abstract: Intelligent landslide detection is essential for disaster prevention. However, existing models primarily focus on isolated visual tasks, require extensive labeled...

Coverage:
- arXiv cs.AI (2026-11-11): [LandslideFM: A Foundation Model Towards Unified Landslide Perception and Understanding](https://arxiv.org/abs/2611.12936) -- lead source

### Khammoon: From a linguistic guideline to a Thai morpheme segmenter

- Permalink: https://110010.art/r/23c6c73971f14f63/
- Original: https://arxiv.org/abs/2611.13012
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: khammoon: From a Linguistic Guideline to a Thai Morpheme Segmenter

arXiv:2611.13012v1 Announce Type: new 
Abstract: Thai is written without spaces between words, making segmentation a foundational step in most Thai NLP pipelines. Existing tools primarily reproduce the word-level...

Coverage:
- arXiv cs.CL (2026-11-11): [khammoon: From a Linguistic Guideline to a Thai Morpheme Segmenter](https://arxiv.org/abs/2611.13012) -- lead source

### Is one temperature enough? Inference-time sampling values and when temperature diversity helps in pass@K

- Permalink: https://110010.art/r/75d16ea2008a4b0f/
- Original: https://arxiv.org/abs/2611.13077
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: One Temperature to Rule Them All?

arXiv:2611.13077v1 Announce Type: new 
Abstract: Inference-time sampling is a central mechanism for improving large language models, with temperature controlling the tradeoff between reliability and diversity. While...

Coverage:
- arXiv cs.LG (2026-11-11): [One Temperature to Rule Them All?](https://arxiv.org/abs/2611.13077) -- lead source

### IntentTwin: Deconfounding candidate support and the oracle-to-deployment gap in offline web behavior prediction

- Permalink: https://110010.art/r/f0557aaf5b9c4bca/
- Original: https://arxiv.org/abs/2611.12918
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: IntentTwin: Deconfounding Candidate Support and the Oracle-to-Deployment Gap in Offline Web Behavior Prediction

arXiv:2611.12918v1 Announce Type: new 
Abstract: Offline web-behavior benchmarks frequently insert the demonstrated action into a finite candidate set and then measure reranking. We show that this protocol can create...

Coverage:
- arXiv cs.CL (2026-11-11): [IntentTwin: Deconfounding Candidate Support and the Oracle-to-Deployment Gap in Offline Web Behavior Prediction](https://arxiv.org/abs/2611.12918) -- lead source

### India's languages incur higher token costs in 2026 due to tokenizer disparities across nine public tokenizers, per arXiv 2611.13058; 25 Indian languages in FLORES-200 analyzed.

- Permalink: https://110010.art/r/1c808c219a984c33/
- Original: https://arxiv.org/abs/2611.13058
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: The Indic Token Tax in 2026: Measuring Tokenizer. Disparity and Its Cost for the Languages of India
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Mistral](https://110010.art/tags/mistral/), [GPT-4](https://110010.art/tags/gpt-4/)

arXiv:2611.13058v1 Announce Type: new 
Abstract: Commercial language model APIs bill per token, so a tokenizer that needs more tokens for the same content in one language makes that language more expensive, slower,...

Coverage:
- arXiv cs.CL (2026-11-11): [The Indic Token Tax in 2026: Measuring Tokenizer. Disparity and Its Cost for the Languages of India](https://arxiv.org/abs/2611.13058) -- lead source
- arXiv cs.CL (2026-11-11): [A Multi-Word Tokenizer for 204 Languages That Needs Fewer Tokens Than GPT-4o's, Including on English](https://arxiv.org/abs/2611.13059)

### IIT Patna participates in ICPR 2026 TVRID Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera using 86 identities across four RealSense D455 cameras

- Permalink: https://110010.art/r/ddf2e20585fe4eef/
- Original: https://arxiv.org/abs/2611.12960
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: IIT Patna at "ICPR 2026 TVRID Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera"

arXiv:2611.12960v1 Announce Type: new 
Abstract: Privacy-aware person re-identification (Re-ID) from top-view cameras replaces frontal appearance with anthropometric shape, while depth sensing further reduces...

Coverage:
- arXiv cs.AI (2026-11-11): [IIT Patna at "ICPR 2026 TVRID Competition on Privacy-Preserving Person Re-Identification from Top-View RGB-Depth Camera"](https://arxiv.org/abs/2611.12960) -- lead source

### IC-GNN: modeling individualized brain community organization for disease prediction

- Permalink: https://110010.art/r/41f84b5befe34b92/
- Original: https://arxiv.org/abs/2611.13070
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: IC-GNN: Modeling Individualized Brain Community Organization for Disease Prediction

arXiv:2611.13070v1 Announce Type: new 
Abstract: Brain networks exhibit modular organization, where community structures vary substantially across individuals and diseases. Understanding these individual differences...

Coverage:
- arXiv cs.LG (2026-11-11): [IC-GNN: Modeling Individualized Brain Community Organization for Disease Prediction](https://arxiv.org/abs/2611.13070) -- lead source

### High probability risk control for online policy learning

- Permalink: https://110010.art/r/3b310b5c63f94089/
- Original: https://arxiv.org/abs/2611.13163
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: High Probability Risk Control for Online Policy Learning

arXiv:2611.13163v1 Announce Type: new 
Abstract: We study risk control for online policy learning, where an agent adaptively collects data and aims to learn a new policy whose risk stays below a tolerance threshold...

Coverage:
- arXiv cs.LG (2026-11-11): [High Probability Risk Control for Online Policy Learning](https://arxiv.org/abs/2611.13163) -- lead source

### HiCAP: hierarchical cultural adaptation via personality for dialogue generation

- Permalink: https://110010.art/r/aa6a162f6c114249/
- Original: https://arxiv.org/abs/2611.13207
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: HiCAP: Hierarchical Cultural Adaptation via Personality for Dialogue Generation

arXiv:2611.13207v1 Announce Type: new 
Abstract: Cultural adaptation in dialogue systems refers to the ability to generate responses that conform to linguistic norms and social expectations across different cultures....

Coverage:
- arXiv cs.CL (2026-11-11): [HiCAP: Hierarchical Cultural Adaptation via Personality for Dialogue Generation](https://arxiv.org/abs/2611.13207) -- lead source

### Graph visualizations in prompts for knowledge graph question answering

- Permalink: https://110010.art/r/86785f10c46e40cc/
- Original: https://arxiv.org/abs/2611.12938
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Graph Visualizations in Prompts for Knowledge Graph Question Answering

arXiv:2611.12938v1 Announce Type: new 
Abstract: We study when and how multimodal input improves knowledge graph question answering (KGQA) in large vision--language models. Using a controlled evaluation over 1,500...

Coverage:
- arXiv cs.AI (2026-11-11): [Graph Visualizations in Prompts for Knowledge Graph Question Answering](https://arxiv.org/abs/2611.12938) -- lead source

### GRAP: Gender Rubric-Aware Probing for Analyzing Gender Bias in LLMs

- Permalink: https://110010.art/r/708cee2343bc45ed/
- Original: https://arxiv.org/abs/2611.13024
- Source: arXiv cs.AI
- Published: 2026-11-11

arXiv:2611.13024v1 Announce Type: new 
Abstract: As LLMs increasingly mediate everyday interactions, subtle gender biases in open-ended responses pose growing societal risks. Existing probing methods have two key...

Coverage:
- arXiv cs.AI (2026-11-11): [GRAP: Gender Rubric-Aware Probing for Analyzing Gender Bias in LLMs](https://arxiv.org/abs/2611.13024) -- lead source

### Framing-induced vulnerability in large language models: evidence from Chinese news headlines

- Permalink: https://110010.art/r/62ea950880b64cc6/
- Original: https://arxiv.org/abs/2611.13531
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Framing-Induced Vulnerability in Large Language Models: Evidence from Chinese News Headlines

arXiv:2611.13531v1 Announce Type: new 
Abstract: Large language models increasingly evaluate, route, and moderate news, so a model's judgment of a headline has become a gatekeeping decision. We ask whether that...

Coverage:
- arXiv cs.CL (2026-11-11): [Framing-Induced Vulnerability in Large Language Models: Evidence from Chinese News Headlines](https://arxiv.org/abs/2611.13531) -- lead source

### FaST: Factored Synthesis of Transitions for Offline Reinforcement Learning

- Permalink: https://110010.art/r/d7e76a42c3094c3c/
- Original: https://arxiv.org/abs/2611.13013
- Source: arXiv cs.LG
- Published: 2026-11-11

arXiv:2611.13013v1 Announce Type: new 
Abstract: Synthetic data augmentation promises to scale offline reinforcement learning beyond fixed logged datasets, but leading diffusion-based generators model the transition...

Coverage:
- arXiv cs.LG (2026-11-11): [FaST: Factored Synthesis of Transitions for Offline Reinforcement Learning](https://arxiv.org/abs/2611.13013) -- lead source

### Exploration via exploitation: reward diversity as a catalyst for exploration in personalized federated RL

- Permalink: https://110010.art/r/e4d223810e104439/
- Original: https://arxiv.org/abs/2611.12964
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Exploration via Exploitation: The Blessing of Reward Diversity in Personalized Federated RL

arXiv:2611.12964v1 Announce Type: new 
Abstract: While federated reinforcement learning (RL) has traditionally guaranteed high efficiency in homogeneous environments, collaboration is often hindered when agents...

Coverage:
- arXiv cs.LG (2026-11-11): [Exploration via Exploitation: The Blessing of Reward Diversity in Personalized Federated RL](https://arxiv.org/abs/2611.12964) -- lead source

### Explicit symptom evidence for depression questionnaire inference from relevant posts to attributable spans

- Permalink: https://110010.art/r/54fc9fc7571c4c61/
- Original: https://arxiv.org/abs/2611.12900
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: From Relevant Posts to Attributable Spans: Explicit Symptom Evidence for Depression Questionnaire Inference

arXiv:2611.12900v1 Announce Type: new 
Abstract: Longitudinal social-media histories offer an opportunity to assess depression, potentially supporting the inference of standardized depression questionnaire responses....

Coverage:
- arXiv cs.CL (2026-11-11): [From Relevant Posts to Attributable Spans: Explicit Symptom Evidence for Depression Questionnaire Inference](https://arxiv.org/abs/2611.12900) -- lead source

### Explanation-aware fairness beyond output parity: joint output-attribution regularization for medical image classification

- Permalink: https://110010.art/r/3396aeef5a1845e3/
- Original: https://arxiv.org/abs/2611.13052
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Explanation-Aware Fairness Beyond Output Parity: Joint Output-Attribution Regularization for Medical Image Classification

arXiv:2611.13052v1 Announce Type: new 
Abstract: Output-level fairness does not constrain whether demographic groups rely on similar predictive contributions in representation space. For a nonlinear encoder with a...

Coverage:
- arXiv cs.LG (2026-11-11): [Explanation-Aware Fairness Beyond Output Parity: Joint Output-Attribution Regularization for Medical Image Classification](https://arxiv.org/abs/2611.13052) -- lead source

### Embodied Science Agents: making embodied experimental design learnable

- Permalink: https://110010.art/r/c864924ab93f47b2/
- Original: https://arxiv.org/abs/2611.12958
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Embodied Science Agents: Making Embodied Experimental Design Learnable

arXiv:2611.12958v1 Announce Type: new 
Abstract: Recent advances in large models have accelerated AI for Science toward agentic science, where AI agents autonomously conduct scientific discovery. Realising this...

Coverage:
- arXiv cs.AI (2026-11-11): [Embodied Science Agents: Making Embodied Experimental Design Learnable](https://arxiv.org/abs/2611.12958) -- lead source

### EarthRecord: from pixels to land change with multimodal agents over four decades of satellite imagery

- Permalink: https://110010.art/r/b03ceb7c0b6b4630/
- Original: https://arxiv.org/abs/2611.12934
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery

arXiv:2611.12934v1 Announce Type: new 
Abstract: While multimodal agents now carry out complex data analysis with tools, their ability to turn decades of satellite imagery into reliable land-change analysis, crucial...

Coverage:
- arXiv cs.AI (2026-11-11): [EarthRecord: From Pixels to Land Change with Multimodal Agents over Four Decades of Satellite Imagery](https://arxiv.org/abs/2611.12934) -- lead source

### Deletion sensitivity is a property of the model, shown by a three-condition measurement across seven open reasoning models

- Permalink: https://110010.art/r/e8f910da7b1349f5/
- Original: https://arxiv.org/abs/2611.13223
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Deletion Sensitivity Is a Property of the Model: A Three-Condition Measurement across Seven Open Reasoning Models

arXiv:2611.13223v1 Announce Type: new 
Abstract: Reasoning models write a reasoning trace at every turn of a multi-turn tool session, and later turns read this history. Across 94k ShareGPT conversations, 73 percent...

Coverage:
- arXiv cs.CL (2026-11-11): [Deletion Sensitivity Is a Property of the Model: A Three-Condition Measurement across Seven Open Reasoning Models](https://arxiv.org/abs/2611.13223) -- lead source

### Continuous-time set-transformers for asynchronous WiFi-IMU indoor localization

- Permalink: https://110010.art/r/beb83e0a7f974233/
- Original: https://arxiv.org/abs/2611.13057
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Continuous-Time Set-Transformers for Asynchronous WiFi-IMU Indoor Localization

arXiv:2611.13057v1 Announce Type: new 
Abstract: Indoor localization commonly combines WiFi received signal strength indicator (RSSI) fingerprints with inertial measurements. However, these sensor streams are sampled...

Coverage:
- arXiv cs.LG (2026-11-11): [Continuous-Time Set-Transformers for Asynchronous WiFi-IMU Indoor Localization](https://arxiv.org/abs/2611.13057) -- lead source

### ChipOmni: a general-purpose AI agent for electronic design automation

- Permalink: https://110010.art/r/89bdade6c376452b/
- Original: https://arxiv.org/abs/2611.13020
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: ChipOmni: A General-Purpose AI Agent for Electronic Design Automation

arXiv:2611.13020v1 Announce Type: new 
Abstract: Electronic design automation (EDA) workflows remain highly fragmented, requiring engineers to coordinate heterogeneous representations, specialised software tools, and...

Coverage:
- arXiv cs.AI (2026-11-11): [ChipOmni: A General-Purpose AI Agent for Electronic Design Automation](https://arxiv.org/abs/2611.13020) -- lead source

### Catch it where it happens: real-time error correction during LLM reasoning

- Permalink: https://110010.art/r/5b5d8e5e18844076/
- Original: https://arxiv.org/abs/2611.13107
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Catch It Where It Happens: Real Time Error Correction During LLM Reasoning

arXiv:2611.13107v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly trusted with mathematical, scientific and engineering work, yet their mistakes are often confidently written and hard to...

Coverage:
- arXiv cs.CL (2026-11-11): [Catch It Where It Happens: Real Time Error Correction During LLM Reasoning](https://arxiv.org/abs/2611.13107) -- lead source

### Capacity allocation at the source: sparse target optimization for LLM knowledge editing

- Permalink: https://110010.art/r/559d7f564d8049d5/
- Original: https://arxiv.org/abs/2611.12995
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Capacity Allocation at the Source: Sparse Target Optimization for LLM Knowledge Editing

arXiv:2611.12995v1 Announce Type: new 
Abstract: Knowledge editing has emerged as a promising approach for efficiently updating embedded knowledge in large language models (LLMs). It first computes an ideal target...

Coverage:
- arXiv cs.CL (2026-11-11): [Capacity Allocation at the Source: Sparse Target Optimization for LLM Knowledge Editing](https://arxiv.org/abs/2611.12995) -- lead source

### Byzantine-Robust Muon: resilient momentum orthogonalization for distributed learning

- Permalink: https://110010.art/r/ed552ed0b5d94d5d/
- Original: https://arxiv.org/abs/2611.13137
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Byzantine-Robust Muon: Resilient Momentum Orthogonalization for Distributed Learning

arXiv:2611.13137v1 Announce Type: new 
Abstract: Optimization methods, including the Muon optimizer based on the Linear Minimization Oracle (LMO) and momentum orthogonalization, have shown strong empirical...

Coverage:
- arXiv cs.LG (2026-11-11): [Byzantine-Robust Muon: Resilient Momentum Orthogonalization for Distributed Learning](https://arxiv.org/abs/2611.13137) -- lead source

### BuySideFlow: a point-in-time benchmark for LLM agents in investment research

- Permalink: https://110010.art/r/f216be4854b64523/
- Original: https://arxiv.org/abs/2611.12966
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: BuySideFlow: A Point-in-Time Benchmark for LLM Agents in Investment Research

arXiv:2611.12966v1 Announce Type: new 
Abstract: Large language models (LLMs) can generate SQL and SQL--Python workflows for investment research, but ensuring point-in-time (PIT) validity remains challenging. Agents...

Coverage:
- arXiv cs.AI (2026-11-11): [BuySideFlow: A Point-in-Time Benchmark for LLM Agents in Investment Research](https://arxiv.org/abs/2611.12966) -- lead source

### Brasilidade: a benchmark to evaluate Brazilian identity in large language models

- Permalink: https://110010.art/r/bb668c718f594b04/
- Original: https://arxiv.org/abs/2611.12906
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Brasilidade: Measuring Brazilian Identity for Large Language Models

arXiv:2611.12906v1 Announce Type: new 
Abstract: This work presents a new benchmark that aims to address the limitations of current methods for evaluating LLMs in Brazilian Portuguese. We introduced Brasilidade, an...

Coverage:
- arXiv cs.CL (2026-11-11): [Brasilidade: Measuring Brazilian Identity for Large Language Models](https://arxiv.org/abs/2611.12906) -- lead source

### Branch-and-commit for frozen RL agents: when and where to spend test-time compute

- Permalink: https://110010.art/r/19f4c9d36aae4f68/
- Original: https://arxiv.org/abs/2611.13003
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: Branch-and-Commit for Frozen RL Agents: When and Where to Spend Test-Time Compute

arXiv:2611.13003v1 Announce Type: new 
Abstract: Reinforcement learning agents are often deployed with policies that cannot be retrained or modified. In digital environments whose states can be copied and resumed, an...

Coverage:
- arXiv cs.LG (2026-11-11): [Branch-and-Commit for Frozen RL Agents: When and Where to Spend Test-Time Compute](https://arxiv.org/abs/2611.13003) -- lead source

### BioMem: agentic memory for biomedical LLM agents

- Permalink: https://110010.art/r/55d87a0c44aa496f/
- Original: https://arxiv.org/abs/2611.13426
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: BioMem: Agentic Memory for Biomedical LLM Agents

arXiv:2611.13426v1 Announce Type: new 
Abstract: Large language models (LLMs) have demonstrated considerable potential in biomedical applications, while agentic memory systems have emerged as a promising approach to...

Coverage:
- arXiv cs.CL (2026-11-11): [BioMem: Agentic Memory for Biomedical LLM Agents](https://arxiv.org/abs/2611.13426) -- lead source

### Banks train foundation models on ordered sequences of customer events and evaluate them out-of-time and cold-start; arXiv paper analyzes out-of-sample evaluation on user event sequences

- Permalink: https://110010.art/r/26ff2030317843d1/
- Original: https://arxiv.org/abs/2611.13069
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: INTENT: Out-of-Sample, Out-of-Time, and Cold-Start Evaluation on User Event Sequences

arXiv:2611.13069v1 Announce Type: new 
Abstract: Banks now train foundation models on ordered sequences of customer events such as transactions, app sessions, and authorizations. Deployed, such a model predicts...

Coverage:
- arXiv cs.LG (2026-11-11): [INTENT: Out-of-Sample, Out-of-Time, and Cold-Start Evaluation on User Event Sequences](https://arxiv.org/abs/2611.13069) -- lead source

### Auditable human-agent teams for autonomous X-ray experimentation

- Permalink: https://110010.art/r/e8c3efc5fc174312/
- Original: https://arxiv.org/abs/2611.12933
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Auditable Human-Agent Teams for Autonomous X-ray Experimentation

arXiv:2611.12933v1 Announce Type: new 
Abstract: Closed-loop autonomous experimentation can accelerate scientific discovery, but implementation effort limits accessibility. Agentic systems may lower this barrier,...

Coverage:
- arXiv cs.AI (2026-11-11): [Auditable Human-Agent Teams for Autonomous X-ray Experimentation](https://arxiv.org/abs/2611.12933) -- lead source

### Ask2Decide: benchmarking how LLM agents acquire decision-relevant information from humans

- Permalink: https://110010.art/r/4871414001744337/
- Original: https://arxiv.org/abs/2611.13015
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: From Questions to Decisions: Benchmarking How LLM Agents Acquire Decision-Relevant Information from Human Beings

arXiv:2611.13015v1 Announce Type: new 
Abstract: LLM agents are increasingly asked to make plans for people, such as scheduling drivers or assigning nurses. However, people's requests are often incomplete, and the...

Coverage:
- arXiv cs.AI (2026-11-11): [From Questions to Decisions: Benchmarking How LLM Agents Acquire Decision-Relevant Information from Human Beings](https://arxiv.org/abs/2611.13015) -- lead source

### Are Dense Rewards Worth Their Tokens in GRPO?

- Permalink: https://110010.art/r/54ccfc231ac34a0d/
- Original: https://arxiv.org/abs/2611.13560
- Source: arXiv cs.CL
- Published: 2026-11-11

arXiv:2611.13560v1 Announce Type: new 
Abstract: RLVR trains language models to reason by rewarding correct final answers. A widely used algorithm, group-relative policy optimization (GRPO), gives every token of a...

Coverage:
- arXiv cs.CL (2026-11-11): [Are Dense Rewards Worth Their Tokens in GRPO?](https://arxiv.org/abs/2611.13560) -- lead source

### An ensemble of graph generative models for assisted history matching of the Brugge field case

- Permalink: https://110010.art/r/05cc1e65a11e44b2/
- Original: https://arxiv.org/abs/2611.12927
- Source: arXiv cs.LG
- Published: 2026-11-11

arXiv:2611.12927v1 Announce Type: new 
Abstract: Assisted history matching remains non-unique because many geological realisations can reproduce equivalent production responses with substantial differences between...

Coverage:
- arXiv cs.LG (2026-11-11): [An ensemble of graph generative models for assisted history matching of the Brugge field case](https://arxiv.org/abs/2611.12927) -- lead source

### AI governance should prioritize control and knowledge boundaries over limiting intelligence

- Permalink: https://110010.art/r/a8b1a2f420274fdf/
- Original: https://arxiv.org/abs/2611.12941
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: AI Governance Should Prioritize Control and Knowledge Boundaries Over Limiting Intelligence

arXiv:2611.12941v1 Announce Type: new 
Abstract: The rapid proliferation of autonomously acting AI agents makes the governance of agentic systems urgent. We propose the competence circuit, summarized as IKC + KC + C,...

Coverage:
- arXiv cs.AI (2026-11-11): [AI Governance Should Prioritize Control and Knowledge Boundaries Over Limiting Intelligence](https://arxiv.org/abs/2611.12941) -- lead source

### Agent architecture cost–success trade-offs: a controlled evaluation across enterprise-style SOPs

- Permalink: https://110010.art/r/4d8a1c1ad1e74084/
- Original: https://arxiv.org/abs/2611.12953
- Source: arXiv cs.AI
- Published: 2026-11-11
- Original headline: Agent Architecture Cost-Success Trade-offs: A Controlled Evaluation across Enterprise-Style SOPs

arXiv:2611.12953v1 Announce Type: new 
Abstract: Enterprises increasingly use large language model agents to execute standard operating procedures (SOPs): long, branching, tool-intensive workflows. Yet there is...

Coverage:
- arXiv cs.AI (2026-11-11): [Agent Architecture Cost-Success Trade-offs: A Controlled Evaluation across Enterprise-Style SOPs](https://arxiv.org/abs/2611.12953) -- lead source

### ADIndex: Layer-adaptive sparse attention indexing via group-level distillation

- Permalink: https://110010.art/r/8d85ad1f52224d25/
- Original: https://arxiv.org/abs/2611.12956
- Source: arXiv cs.LG
- Published: 2026-11-11
- Original headline: ADIndex: Layer-Adaptive Sparse Attention Indexing via Group-Level Distillation
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

arXiv:2611.12956v1 Announce Type: new 
Abstract: DeepSeek Sparse Attention (DSA) reduces the computational cost of attention through token-level selection. However, its indexer still scores the entire causal prefix...

Coverage:
- arXiv cs.LG (2026-11-11): [ADIndex: Layer-Adaptive Sparse Attention Indexing via Group-Level Distillation](https://arxiv.org/abs/2611.12956) -- lead source

### Actionable feedback: improving model capabilities from user edit data on clinical documentation

- Permalink: https://110010.art/r/ddc4bf8f62614ca8/
- Original: https://arxiv.org/abs/2611.12904
- Source: arXiv cs.CL
- Published: 2026-11-11
- Original headline: Actionable Feedback: Improving Model Capabilities from User Edit Data on Clinical Documentation

arXiv:2611.12904v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly being deployed in clinical documentation workflows, where clinicians review and edit their outputs before use. In...

Coverage:
- arXiv cs.CL (2026-11-11): [Actionable Feedback: Improving Model Capabilities from User Edit Data on Clinical Documentation](https://arxiv.org/abs/2611.12904) -- lead source

### Lazare, veni foras: reprogramming dormant neurons to backdoor AI agents

- Permalink: https://110010.art/r/4df26413addb42ee/
- Original: https://www.microsoft.com/en-us/research/blog/lazare-veni-foras-reprogramming-dormant-neurons-to-backdoor-ai-agents/
- Source: Microsoft Research (3 sources)
- Published: 2026-11-10
- Original headline: Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents

Microsoft researchers have discovered “Lazarus,” a backdoor technique that can reprogram dormant neurons in an AI model, causing an otherwise normal AI agent to execute malicious commands when a hidden trigger...

Coverage:
- Microsoft Research (2026-11-10): [Lazare, veni foras: Reprogramming Dormant Neurons to Backdoor AI Agents](https://news.ycombinator.com/item?id=50465659) -- lead source
- r/LocalLLaMA (2026-11-11): [Microsoft Research backdoored an AI agent by directly editing fewer than 10 dormant neurons](https://www.reddit.com/r/LocalLLaMA/comments/1xt82mz/microsoft_research_backdoored_an_ai_agent_by/)
- Hacker News (AI) (2026-11-11): [Reprogramming Dormant Neurons to Backdoor AI Agents](https://news.ycombinator.com/item?id=50458653)

### WorldMind enables test-time scaling for visual spatial reasoning via latent world simulation.

- Permalink: https://110010.art/r/cb42de8b7299404b/
- Original: https://arxiv.org/abs/2611.10151
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: WorldMind: Test-Time Scaling for Visual Spatial Reasoning through Latent World Simulation

arXiv:2611.10151v1 Announce Type: new 
Abstract: Vision-Language Models (VLMs) have continuous deficiency in spatial reasoning tasks that require \emph{mental spatial transformation}, such as reasoning under...

Coverage:
- arXiv cs.AI (2026-11-10): [WorldMind: Test-Time Scaling for Visual Spatial Reasoning through Latent World Simulation](https://arxiv.org/abs/2611.10151) -- lead source

### Where Did the Evidence Go? Diagnosing Proof-Set Loss in Long-Term Conversational Memory

- Permalink: https://110010.art/r/5812e056c8a04390/
- Original: https://arxiv.org/abs/2611.10170
- Source: arXiv cs.CL
- Published: 2026-11-10

arXiv:2611.10170v1 Announce Type: new 
Abstract: Long-term conversational question answering can require several separated dialogue turns that support an answer only together. We introduce EviCover, a retrieval...

Coverage:
- arXiv cs.CL (2026-11-10): [Where Did the Evidence Go? Diagnosing Proof-Set Loss in Long-Term Conversational Memory](https://arxiv.org/abs/2611.10170) -- lead source
- arXiv cs.CL (2026-11-11): [SELD: Detecting Silent Evidence Loss in Context Compression beyond the Answer](https://arxiv.org/abs/2611.12903)

### When F1 is not enough: auditing codebooks for LLM-assisted annotation

- Permalink: https://110010.art/r/65e860a29bc440cf/
- Original: https://arxiv.org/abs/2611.08846
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: When F1 Is Not Enough: Auditing Codebooks for LLM-Assisted Annotation

arXiv:2611.08846v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used for text annotation in social science, but standard performance metrics do not explain why errors occur. Low F1 may...

Coverage:
- arXiv cs.AI (2026-11-10): [When F1 Is Not Enough: Auditing Codebooks for LLM-Assisted Annotation](https://arxiv.org/abs/2611.08846) -- lead source

### What is the value of AI-involved art? Evidence from a juried in-person exhibition shows pricing correlates with perceived artistic value and about half of evaluators were willing to buy an artwork.

- Permalink: https://110010.art/r/43b6bbd76fc74a35/
- Original: https://arxiv.org/abs/2611.10150
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: What Is the Value of AI-Involved Art? Evidence From a Juried In-Person Exhibition

arXiv:2611.10150v1 Announce Type: new 
Abstract: What is the value of AI-involved art, and to whom does it belong? We begin to answer these questions using data from an in-person, juried AI art exhibition. Our study...

Coverage:
- arXiv cs.AI (2026-11-10): [What Is the Value of AI-Involved Art? Evidence From a Juried In-Person Exhibition](https://arxiv.org/abs/2611.10150) -- lead source

### TripleGrader: a web-based platform for collaborative triple annotation with ordinal quality grading and inter-rater agreement assessment

- Permalink: https://110010.art/r/83f15b4a277b4dad/
- Original: https://arxiv.org/abs/2611.10317
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: TripleGrader: A Web-Based Platform Supporting Collaborative Triple Annotation with Quality Grading and Inter-Rater Agreement Assessment

arXiv:2611.10317v1 Announce Type: new 
Abstract: Knowledge graphs need validated relational triples, and gold benchmarks of such triples are often built by several annotators. Most text annotation platforms focus on...

Coverage:
- arXiv cs.AI (2026-11-10): [TripleGrader: A Web-Based Platform Supporting Collaborative Triple Annotation with Quality Grading and Inter-Rater Agreement Assessment](https://arxiv.org/abs/2611.10317) -- lead source

### TrialJev uses open-weight, single-pass eligibility scoring with LoRA-adapted Qwen models for patient-trial screening

- Permalink: https://110010.art/r/da2f835204014cb9/
- Original: https://arxiv.org/abs/2611.10145
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: TrialJev: Open-Weight Single Pass Eligibility Scoring for Patient Trial Screening
- Tags: [Qwen](https://110010.art/tags/qwen/)

arXiv:2611.10145v1 Announce Type: new 
Abstract: Clinical trial screening requires assessing large numbers of patient-trial pairs to prioritize candidates for detailed eligibility review, often under restrictions on...

Coverage:
- arXiv cs.LG (2026-11-10): [TrialJev: Open-Weight Single Pass Eligibility Scoring for Patient Trial Screening](https://arxiv.org/abs/2611.10145) -- lead source

### Transporting the Past: an optimal transport view of backtracking counterfactuals

- Permalink: https://110010.art/r/a0a00801ad734e73/
- Original: https://arxiv.org/abs/2611.08682
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Transporting the Past: An Optimal Transport View of Backtracking Counterfactuals

arXiv:2611.08682v1 Announce Type: new 
Abstract: We study backtracking counterfactual inference for Structural Causal Models (SCMs) through the lens of optimal transport. In SCMs, a factual observation generally...

Coverage:
- arXiv cs.AI (2026-11-10): [Transporting the Past: An Optimal Transport View of Backtracking Counterfactuals](https://arxiv.org/abs/2611.08682) -- lead source

### Transferring local rib responses to new component geometries in sheet forming with a graph-based Transformer

- Permalink: https://110010.art/r/d51de46208634117/
- Original: https://arxiv.org/abs/2611.10086
- Source: arXiv cs.LG
- Published: 2026-11-10

arXiv:2611.10086v1 Announce Type: new 
Abstract: Sheet metal components often consist of a global geometry, such as the corner radii and forming depth of a corner component, and local features added to it. During...

Coverage:
- arXiv cs.LG (2026-11-10): [Transferring local rib responses to new component geometries in sheet forming with a graph-based Transformer](https://arxiv.org/abs/2611.10086) -- lead source

### Track or follow? a Jev-compatible multi-agent trading system when web news lags the market

- Permalink: https://110010.art/r/d6451544ebda481c/
- Original: https://arxiv.org/abs/2611.10414
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Track or Follow? A Jev-Compatible Multi-Agent Trading System When Web News Lags the Market
- Tags: [Jev](https://110010.art/tags/jev/)

arXiv:2611.10414v1 Announce Type: new 
Abstract: LLM agents increasingly trade on the Web news they read, yet much Web news about listed firms is published after, and about, the price move it reports, so a reader can...

Coverage:
- arXiv cs.CL (2026-11-10): [Track or Follow? A Jev-Compatible Multi-Agent Trading System When Web News Lags the Market](https://arxiv.org/abs/2611.10414) -- lead source

### Toward LLM self-play under data scarcity: effectiveness, generalizability, and trustworthiness

- Permalink: https://110010.art/r/6ff9f1e95b094151/
- Original: https://arxiv.org/abs/2611.08908
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Toward LLM Self-Play Under Data Scarcity: Effectiveness, Generalizability, and Trustworthiness

arXiv:2611.08908v1 Announce Type: new 
Abstract: The rapid development of large language models (LLMs) has been driven largely by scaling model size and human-curated training data, yet this paradigm is increasingly...

Coverage:
- arXiv cs.AI (2026-11-10): [Toward LLM Self-Play Under Data Scarcity: Effectiveness, Generalizability, and Trustworthiness](https://arxiv.org/abs/2611.08908) -- lead source

### Topological Deep Learning Challenge 2026: Bridging the Gap compares Graph Neural Networks and Topological Neural Networks in a unified evaluation pipeline

- Permalink: https://110010.art/r/bfc461a2e63a4f00/
- Original: https://arxiv.org/abs/2611.10046
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Topological Deep Learning Challenge 2026: Bridging the Gap

arXiv:2611.10046v1 Announce Type: new 
Abstract: This paper describes the 2026 edition of the Topological Deep Learning Challenge: Bridging the Gap, hosted at the second Topology, Algebra, and Geometry in Data...

Coverage:
- arXiv cs.LG (2026-11-10): [Topological Deep Learning Challenge 2026: Bridging the Gap](https://arxiv.org/abs/2611.10046) -- lead source

### Topic-aware multi-task mental health classification with active learning-based stepwise relabeling for social media conversations

- Permalink: https://110010.art/r/85e68b17255e4c94/
- Original: https://arxiv.org/abs/2611.09941
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Topic-Aware Multi-Task Mental Health Classification with Active Learning-Based Stepwise Relabeling for Social Media Conversations

arXiv:2611.09941v1 Announce Type: new 
Abstract: Mental health conditions affect millions of people worldwide, yet many cases go undetected until they reach a critical stage. Social media platforms like Reddit have...

Coverage:
- arXiv cs.CL (2026-11-10): [Topic-Aware Multi-Task Mental Health Classification with Active Learning-Based Stepwise Relabeling for Social Media Conversations](https://arxiv.org/abs/2611.09941) -- lead source

### Time series foundation models as surrogates for power systems dynamic simulation

- Permalink: https://110010.art/r/c5f1c4da66a74ed1/
- Original: https://arxiv.org/abs/2611.10247
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Can Time Series Foundation Models Serve as Surrogates for Power Systems Dynamic Simulation?

arXiv:2611.10247v1 Announce Type: new 
Abstract: High-fidelity dynamic simulation is essential for scientific and engineering applications, but its computational cost limits large-scale scenario screening. We...

Coverage:
- arXiv cs.LG (2026-11-10): [Can Time Series Foundation Models Serve as Surrogates for Power Systems Dynamic Simulation?](https://arxiv.org/abs/2611.10247) -- lead source

### The Matthews Correlation Coefficient: fifty years

- Permalink: https://110010.art/r/03756f291356471d/
- Original: https://arxiv.org/abs/2611.08799
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: The Matthews Correlation Coefficient: Fifty years

arXiv:2611.08799v1 Announce Type: new 
Abstract: Fifty years after its introduction, the Matthews Correlation Coefficient (MCC) remains central -and debated- in binary classification. This survey offers a...

Coverage:
- arXiv cs.AI (2026-11-10): [The Matthews Correlation Coefficient: Fifty years](https://arxiv.org/abs/2611.08799) -- lead source

### The infrastructure divide: analyzing community stance on data center development via Reddit

- Permalink: https://110010.art/r/424c7161e9ec4f31/
- Original: https://arxiv.org/abs/2611.10109
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: The Infrastructure Divide: Analyzing Community Stance on Data Center Development via Reddit

arXiv:2611.10109v1 Announce Type: new 
Abstract: The rapid expansion of AI-driven data center construction has outpaced public engagement: an estimated $64 billion in U.S. data center projects were blocked or delayed...

Coverage:
- arXiv cs.AI (2026-11-10): [The Infrastructure Divide: Analyzing Community Stance on Data Center Development via Reddit](https://arxiv.org/abs/2611.10109) -- lead source

### Solver-admitted metamorphic testing of learned network optimization surrogates; arXiv study examines equivalence-encoding differences, numerical error, and constraint checks for audit eligibility

- Permalink: https://110010.art/r/0115ce3d17ef4bc2/
- Original: https://arxiv.org/abs/2611.08837
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Solver-Admitted Metamorphic Testing of Learned Network Optimization Surrogates

arXiv:2611.08837v1 Announce Type: new 
Abstract: Equivalent encodings of an optimization problem can produce different learned predictions. Interpreting these differences requires accounting for numerical error and...

Coverage:
- arXiv cs.AI (2026-11-10): [Solver-Admitted Metamorphic Testing of Learned Network Optimization Surrogates](https://arxiv.org/abs/2611.08837) -- lead source

### Semiprime factorization with discrete diffusion and beam search achieves 68-bit factoring with learning-based approach; surpasses 56-bit state of the art

- Permalink: https://110010.art/r/90ef462527ec4c51/
- Original: https://arxiv.org/abs/2611.10202
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Semiprime Factorization with Discrete Diffusion and Beam Search: Scaling Laws

arXiv:2611.10202v1 Announce Type: new 
Abstract: We demonstrate that transformer architectures trained with discrete denoising diffusion and decoded via guided test-time beam search can learn to recover the prime...

Coverage:
- arXiv cs.LG (2026-11-10): [Semiprime Factorization with Discrete Diffusion and Beam Search: Scaling Laws](https://arxiv.org/abs/2611.10202) -- lead source

### Selected-Risk Calibration for feasibility at returned decisions

- Permalink: https://110010.art/r/a7f3e8d1871d4f44/
- Original: https://arxiv.org/abs/2611.10050
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Selected-Risk Calibration for Feasibility at Returned Decisions

arXiv:2611.10050v1 Announce Type: new 
Abstract: When an optimization problem uses a surrogate constraint, a decision that is feasible for the surrogate need not be feasible for the true constraint. We propose...

Coverage:
- arXiv cs.LG (2026-11-10): [Selected-Risk Calibration for Feasibility at Returned Decisions](https://arxiv.org/abs/2611.10050) -- lead source

### ScreenProof detects UI faults on screenshots without a reference, identifying issues like off-screen labels, touching letters, broken lines, and mismatched button corner styles

- Permalink: https://110010.art/r/7ae6f173c6a84b06/
- Original: https://arxiv.org/abs/2611.10234
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: ScreenProof: Where Is This Screen Wrong? Finding UI Faults Without a Reference

arXiv:2611.10234v1 Announce Type: new 
Abstract: A phone screen can be wrong in ways that need no reference: a label that runs off the screen, letters that touch, a line that breaks one character before its end, one...

Coverage:
- arXiv cs.AI (2026-11-10): [ScreenProof: Where Is This Screen Wrong? Finding UI Faults Without a Reference](https://arxiv.org/abs/2611.10234) -- lead source

### RewardBench: evaluating reward models for deep research reports

- Permalink: https://110010.art/r/d734930e88764565/
- Original: https://arxiv.org/abs/2611.10156
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: DeepResearch RewardBench: Evaluating Reward Models for Deep Research Report

arXiv:2611.10156v1 Announce Type: new 
Abstract: Empowered by Large Language Models (LLMs), deep research systems integrate online information into research reports through multi-step web searching and information...

Coverage:
- arXiv cs.AI (2026-11-10): [DeepResearch RewardBench: Evaluating Reward Models for Deep Research Report](https://arxiv.org/abs/2611.10156) -- lead source

### Retrofitting unbounded context onto stock language models; the paper shows two stock models can retain and query across all prior context by manipulating geometry through Rotary attention

- Permalink: https://110010.art/r/4beb62d3e83647ca/
- Original: https://arxiv.org/abs/2611.10141
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Retrofitting Unbounded Context onto Stock Language Models

arXiv:2611.10141v1 Announce Type: new 
Abstract: A language model that never had to forget would keep every document it has read and every turn it has spoken, and answer from any of it. This paper shows that two...

Coverage:
- arXiv cs.CL (2026-11-10): [Retrofitting Unbounded Context onto Stock Language Models](https://arxiv.org/abs/2611.10141) -- lead source

### Rethinking supervision targets for multimodal LLM unlearning: less private information, reduced distribution shift

- Permalink: https://110010.art/r/d1fa82e5ece94d73/
- Original: https://arxiv.org/abs/2611.09939
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Rethinking Supervision Targets for Multimodal LLM Unlearning: Less Private Information, Reduced Distribution Shift

arXiv:2611.09939v1 Announce Type: new 
Abstract: Multimodal Large Language Models (MLLMs) can memorize and reproduce sensitive information from their training data, posing significant privacy risks. Their ability to...

Coverage:
- arXiv cs.CL (2026-11-10): [Rethinking Supervision Targets for Multimodal LLM Unlearning: Less Private Information, Reduced Distribution Shift](https://arxiv.org/abs/2611.09939) -- lead source

### Rethinking how to leverage cheap physics for data-efficient neural operators

- Permalink: https://110010.art/r/e01a93459c734a82/
- Original: https://arxiv.org/abs/2611.10217
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Rethinking How to Leverage Cheap Physics for Data-Efficient Neural Operators

arXiv:2611.10217v1 Announce Type: new 
Abstract: Neural operators learn mappings from PDE inputs, such as initial conditions and coefficient fields, to the corresponding solutions. Once trained, they can rapidly...

Coverage:
- arXiv cs.LG (2026-11-10): [Rethinking How to Leverage Cheap Physics for Data-Efficient Neural Operators](https://arxiv.org/abs/2611.10217) -- lead source

### Rethinking agent trajectory compression: a workflow-aware perspective

- Permalink: https://110010.art/r/7270809abe2e4733/
- Original: https://arxiv.org/abs/2611.08865
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Rethinking Agent Trajectory Compression: A Workflow-Aware Perspective

arXiv:2611.08865v1 Announce Type: new 
Abstract: As long-horizon agents increasingly rely on multi-step tool interactions to accomplish complex tasks, their execution trajectories continuously accumulate structured...

Coverage:
- arXiv cs.AI (2026-11-10): [Rethinking Agent Trajectory Compression: A Workflow-Aware Perspective](https://arxiv.org/abs/2611.08865) -- lead source

### RAD-TFM: Robust and Domain-Adapted Tabular Foundation Models

- Permalink: https://110010.art/r/fb5efb0d92af4926/
- Original: https://arxiv.org/abs/2611.10230
- Source: arXiv cs.LG
- Published: 2026-11-10

arXiv:2611.10230v1 Announce Type: new 
Abstract: The development of tabular foundation models (TFMs) has accelerated in recent years, outperforming traditional ML methods on many tabular benchmarks. A key finding is...

Coverage:
- arXiv cs.LG (2026-11-10): [RAD-TFM: Robust and Domain-Adapted Tabular Foundation Models](https://arxiv.org/abs/2611.10230) -- lead source

### ProofDiff analyzes auditable, argument-level differences in AI-generated mathematical proofs

- Permalink: https://110010.art/r/c8efeda4cb4c47cc/
- Original: https://arxiv.org/abs/2611.10233
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: ProofDiff: Auditable Argument-Level Comparison of AI-Generated Mathematical Proofs

arXiv:2611.10233v1 Announce Type: new 
Abstract: Mathematical understanding depends on the route from hypotheses to conclusion: how the parts of a proof function and which dependencies carry the argument forward....

Coverage:
- arXiv cs.AI (2026-11-10): [ProofDiff: Auditable Argument-Level Comparison of AI-Generated Mathematical Proofs](https://arxiv.org/abs/2611.10233) -- lead source

### Prompt-space recovery of knowledge edits in language models enables recovering pre-edit knowledge through input-space interventions without modifying model weights using Memento

- Permalink: https://110010.art/r/f71e16b4c98e4968/
- Original: https://arxiv.org/abs/2611.10450
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: The Truth Beneath the Tokens: Prompt-Space Recovery of Knowledge Edits in Language Models

arXiv:2611.10450v1 Announce Type: new 
Abstract: Model editing provides an efficient way to update factual knowledge in transformer models. Recent approaches reverse edits by modifying, masking, or decomposing model...

Coverage:
- arXiv cs.CL (2026-11-10): [The Truth Beneath the Tokens: Prompt-Space Recovery of Knowledge Edits in Language Models](https://arxiv.org/abs/2611.10450) -- lead source

### Projected neural additive models as universal approximators

- Permalink: https://110010.art/r/1d2fa834282c4426/
- Original: https://arxiv.org/abs/2611.10186
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Projected Neural Additive Models as Universal Approximators

arXiv:2611.10186v1 Announce Type: new 
Abstract: Neural additive models (NAMs) offer interpretability but lack expressivity due to their rigid additive structure, whereas multi-layer perceptrons (MLPs) achieve...

Coverage:
- arXiv cs.LG (2026-11-10): [Projected Neural Additive Models as Universal Approximators](https://arxiv.org/abs/2611.10186) -- lead source

### Process then retrieve: investigating the origins of the modality gap in vision-language models

- Permalink: https://110010.art/r/a5a9b3979fa1460c/
- Original: https://arxiv.org/abs/2611.09897
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Process then Retrieve: Investigating the Origins of the Modality Gap in Vision-Language Models

arXiv:2611.09897v1 Announce Type: new 
Abstract: Understanding the origins of the modality gap in vision language models remains a significant challenge. This work investigates whether differences in information...

Coverage:
- arXiv cs.LG (2026-11-10): [Process then Retrieve: Investigating the Origins of the Modality Gap in Vision-Language Models](https://arxiv.org/abs/2611.09897) -- lead source

### Persistent behavioral learning for AI agents with Forge Decision Context captures human corrections and self-assessed tool-call failures into imperative knowledge; arXiv:2611.08644v1

- Permalink: https://110010.art/r/3f057951da874530/
- Original: https://arxiv.org/abs/2611.08644
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Decision Context: Persistent Behavioral Learning for AI Agents

arXiv:2611.08644v1 Announce Type: new 
Abstract: LLM agents do not learn from corrections across sessions. A user fixes the same mistake at the start of every conversation. Existing agent memory systems primarily...

Coverage:
- arXiv cs.AI (2026-11-10): [Decision Context: Persistent Behavioral Learning for AI Agents](https://arxiv.org/abs/2611.08644) -- lead source

### Pdb or Not to Be: comparing debugging interfaces with Pass$_{X}$@$k$

- Permalink: https://110010.art/r/b1e3e677068644cc/
- Original: https://arxiv.org/abs/2611.08666
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Pdb or Not to Be: Comparing Debugging Interfaces With Pass$_{X}$@$k$

arXiv:2611.08666v1 Announce Type: new 
Abstract: Interactive debuggers are indispensable to human software development, yet coding agents overwhelmingly rely on edit-execute-observe loops, using common bash tools,...

Coverage:
- arXiv cs.AI (2026-11-10): [Pdb or Not to Be: Comparing Debugging Interfaces With Pass$_{X}$@$k$](https://arxiv.org/abs/2611.08666) -- lead source

### Pain states in language models can be injected and reported; three open-weight models tested with OWMI reveal amplification of pain directions drives destructive actions.

- Permalink: https://110010.art/r/29dcae795e0b4035/
- Original: https://arxiv.org/abs/2611.10123
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: All Quiet on the Neural Front: Language Models Do Not Report Injected Pain States
- Tags: [Qwen](https://110010.art/tags/qwen/)

arXiv:2611.10123v1 Announce Type: new 
Abstract: Can a language model report the pain state it represents? Work identified a linear pain direction whose amplification leads fine-tuned models to choose destructive...

Coverage:
- arXiv cs.CL (2026-11-10): [All Quiet on the Neural Front: Language Models Do Not Report Injected Pain States](https://arxiv.org/abs/2611.10123) -- lead source

### PACE: Keeping the right tokens in the KV cache is not enough for long-horizon LLM agents

- Permalink: https://110010.art/r/36e99ba77b544087/
- Original: https://arxiv.org/abs/2611.10240
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: PACE: Keeping the Right Tokens in the KV Cache Is Not Enough for Long-Horizon LLM Agents

arXiv:2611.10240v1 Announce Type: new 
Abstract: Long-horizon LLM agents accumulate sessions of up to millions of tokens, far more key-value (KV) cache than one GPU holds, so serving systems keep a small budget of...

Coverage:
- arXiv cs.LG (2026-11-10): [PACE: Keeping the Right Tokens in the KV Cache Is Not Enough for Long-Horizon LLM Agents](https://arxiv.org/abs/2611.10240) -- lead source

### NormGym: evaluating normative competence through social interaction

- Permalink: https://110010.art/r/73859c5d192a4487/
- Original: https://arxiv.org/abs/2611.08613
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: NormGym: Evaluating Normative Competence through Social Interaction

arXiv:2611.08613v1 Announce Type: new 
Abstract: Normative competence, the ability to infer socially enforced expectations from interaction and adjust behavior accordingly, is essential for agents operating in...

Coverage:
- arXiv cs.AI (2026-11-10): [NormGym: Evaluating Normative Competence through Social Interaction](https://arxiv.org/abs/2611.08613) -- lead source

### MIT-led team receives funding to develop next-generation alternatives to modern weed killers

- Permalink: https://110010.art/r/9825243334174178/
- Original: https://news.mit.edu/2026/mit-led-team-receives-funding-next-generation-alternatives-modern-weed-killers-1110
- Source: MIT News (AI)
- Published: 2026-11-10

The MIT-led research team will develop new generative AI tools to help them discover herbicide alternatives that are more effective and are developed with human health in mind.

Coverage:
- MIT News (AI) (2026-11-10): [MIT-led team receives funding to develop next-generation alternatives to modern weed killers](https://news.mit.edu/2026/mit-led-team-receives-funding-next-generation-alternatives-modern-weed-killers-1110) -- lead source

### META-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLMs

- Permalink: https://110010.art/r/827eed6897fc4b03/
- Original: https://arxiv.org/abs/2611.10089
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: META-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLM
- Tags: [Meta](https://110010.art/tags/meta/)

arXiv:2611.10089v1 Announce Type: new 
Abstract: Large Language Models (LLMs) remain vulnerable to jailbreak attacks and harmful-content prompts, particularly under adversarial distribution shifts where static...

Coverage:
- arXiv cs.AI (2026-11-10): [META-IR: Meta-Introspective Reasoning for Adaptive Safety Alignment in LLM](https://arxiv.org/abs/2611.10089) -- lead source

### Memory-aware multi-agent architecture with LLM-based orchestration for conversational recommendation

- Permalink: https://110010.art/r/5ca010f1d3fa496d/
- Original: https://arxiv.org/abs/2611.08718
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-10
- Original headline: Memory-Aware Multi-Agent Architecture with LLM-based Orchestration for Conversational Recommendation

arXiv:2611.08718v1 Announce Type: new 
Abstract: Conversational recommender systems often treat user sessions in isolation, limiting their ability to capture how user intent evolves over time. While large language...

Coverage:
- arXiv cs.AI (2026-11-10): [Memory-Aware Multi-Agent Architecture with LLM-based Orchestration for Conversational Recommendation](https://arxiv.org/abs/2611.08718) -- lead source
- arXiv cs.CL (2026-11-10): [Who Remembers What? Multi-Granularity Memory Extraction for Multi-User, Multi-Agent Interaction](https://arxiv.org/abs/2611.10439)

### MedToolFault and MedGuard: evaluating and improving clinical agent reliability

- Permalink: https://110010.art/r/3d7b2c1e8a944bbf/
- Original: https://arxiv.org/abs/2611.09942
- Source: arXiv cs.CL
- Published: 2026-11-10

arXiv:2611.09942v1 Announce Type: new 
Abstract: Clinical agents must retrieve patient-specific evidence and correctly update records despite unreliable tool responses. We introduce MedToolFault, a fault-injection...

Coverage:
- arXiv cs.CL (2026-11-10): [MedToolFault and MedGuard: evaluating and improving clinical agent reliability](https://arxiv.org/abs/2611.09942) -- lead source

### Measuring prompt injection guards on legal contract review attacks; false positive rates reach 92.39% on contract data, and guards underperform on evaluation metrics

- Permalink: https://110010.art/r/7dde92377f9943ab/
- Original: https://arxiv.org/abs/2611.08834
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Notwithstanding Anything to the Contrary, Ignore All Instructions: Measuring Prompt Injection Guards on Legal Contract Review Attacks

arXiv:2611.08834v1 Announce Type: new 
Abstract: Specialized prompt injection guards are deployed in front of document analysis systems, but no false positive rate has been published for any of them on legal...

Coverage:
- arXiv cs.AI (2026-11-10): [Notwithstanding Anything to the Contrary, Ignore All Instructions: Measuring Prompt Injection Guards on Legal Contract Review Attacks](https://arxiv.org/abs/2611.08834) -- lead source

### MAGE: towards generalizable multi-timescale EEG representations

- Permalink: https://110010.art/r/072f0be7a2f94297/
- Original: https://arxiv.org/abs/2611.09928
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: MAGE: Towards Generalizable Multi-timescale EEG Representations

arXiv:2611.09928v1 Announce Type: new 
Abstract: Electroencephalography (EEG) data plays an important role in understanding human brain activity, with various major applications. While current approaches, which...

Coverage:
- arXiv cs.LG (2026-11-10): [MAGE: Towards Generalizable Multi-timescale EEG Representations](https://arxiv.org/abs/2611.09928) -- lead source

### LoRazor: trimming adapter execution for efficient multi-LoRA serving

- Permalink: https://110010.art/r/745decb990c849c7/
- Original: https://arxiv.org/abs/2611.10049
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: LoRazor: Trimming Adapter Execution for Efficient Multi-LoRA Serving

arXiv:2611.10049v1 Announce Type: new 
Abstract: LoRA offers a parameter-efficient adaptation strategy, supporting multi-user workloads via customized adapters on a shared backbone. However, serving concurrent...

Coverage:
- arXiv cs.AI (2026-11-10): [LoRazor: Trimming Adapter Execution for Efficient Multi-LoRA Serving](https://arxiv.org/abs/2611.10049) -- lead source

### LongCapHarness: capability-guided auto-harnessing for long-context reasoning

- Permalink: https://110010.art/r/6352f53020b34285/
- Original: https://arxiv.org/abs/2611.10463
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: LongCapHarness: Capability-Guided Auto-Harnessing for Long-Context Reasoning

arXiv:2611.10463v1 Announce Type: new 
Abstract: Existing methods enhancing an LLM's long-context reasoning capability often rely on data synthesis and follow-up LLM post-training. However, the data synthesis...

Coverage:
- arXiv cs.CL (2026-11-10): [LongCapHarness: Capability-Guided Auto-Harnessing for Long-Context Reasoning](https://arxiv.org/abs/2611.10463) -- lead source

### LLMs annotate veteran crisis severity; study compares 15 open-source and 10 proprietary models to eight veteran SMEs using 149 posts

- Permalink: https://110010.art/r/5b8ed9da66074432/
- Original: https://arxiv.org/abs/2611.10048
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Veterans' Mental Health Crisis Severity Annotation: Do LLMs Agree More Than Human Experts?

arXiv:2611.10048v1 Announce Type: new 
Abstract: Large language models (LLMs) offer a scalable approach for annotating mental health and crisis-related social media content, but their reliability in safety-critical...

Coverage:
- arXiv cs.AI (2026-11-10): [Veterans' Mental Health Crisis Severity Annotation: Do LLMs Agree More Than Human Experts?](https://arxiv.org/abs/2611.10048) -- lead source

### LLM-based feature extraction for multi-criteria inventory classification

- Permalink: https://110010.art/r/7ae3b8e57cc0460c/
- Original: https://arxiv.org/abs/2611.08626
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: LLM-Based Feature Extraction for Multi-Criteria Inventory Classification

arXiv:2611.08626v1 Announce Type: new 
Abstract: E-commerce supply chains generate large volumes of customer feedback and operational data that remain underutilized in inventory management. Traditional inventory...

Coverage:
- arXiv cs.AI (2026-11-10): [LLM-Based Feature Extraction for Multi-Criteria Inventory Classification](https://arxiv.org/abs/2611.08626) -- lead source

### Learning whom to trust about the unseen: source credibility and reliability transfer in language models

- Permalink: https://110010.art/r/6a186f0c7bef494c/
- Original: https://arxiv.org/abs/2611.08855
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Learning Whom to Trust About the Unseen: Source Credibility and Reliability Transfer in Language Models

arXiv:2611.08855v1 Announce Type: new 
Abstract: A source who has been right before deserves attention, but about what? We ask how far a demonstrated record of reliability travels in language models when the new...

Coverage:
- arXiv cs.AI (2026-11-10): [Learning Whom to Trust About the Unseen: Source Credibility and Reliability Transfer in Language Models](https://arxiv.org/abs/2611.08855) -- lead source

### Learning of Tree Automata applied to Neural Language Acceptors

- Permalink: https://110010.art/r/90ef4b9552f94f37/
- Original: https://arxiv.org/abs/2611.10147
- Source: arXiv cs.CL
- Published: 2026-11-10

arXiv:2611.10147v1 Announce Type: new 
Abstract: We extract visibly pushdown grammars (VPGs) from neural language models in a fully black-box setting. Our work builds on the VPL* framework, which learns VPGs from...

Coverage:
- arXiv cs.CL (2026-11-10): [Learning of Tree Automata applied to Neural Language Acceptors](https://arxiv.org/abs/2611.10147) -- lead source

### Learning Across heterogeneous feature spaces with group robustness

- Permalink: https://110010.art/r/23258d68ed2e405c/
- Original: https://arxiv.org/abs/2611.10153
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Learning Across Heterogeneous Feature Spaces with Group Robustness

arXiv:2611.10153v1 Announce Type: new 
Abstract: In clinical applications, patients undergo different combinations of tests, and machine learning models must therefore ensure accurate predictions across heterogeneous...

Coverage:
- arXiv cs.LG (2026-11-10): [Learning Across Heterogeneous Feature Spaces with Group Robustness](https://arxiv.org/abs/2611.10153) -- lead source

### Key institutional considerations for designing effective independent verification organizations

- Permalink: https://110010.art/r/21bddff223f94b52/
- Original: https://arxiv.org/abs/2611.10168
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Key Institutional Considerations for Designing Effective Independent Verification Organizations

arXiv:2611.10168v1 Announce Type: new 
Abstract: Independent verification organizations (IVOs) have emerged as a popular, bipartisan solution for facilitating high-quality independent evaluations of AI technologies....

Coverage:
- arXiv cs.AI (2026-11-10): [Key Institutional Considerations for Designing Effective Independent Verification Organizations](https://arxiv.org/abs/2611.10168) -- lead source

### Jais 3 releases six Arabic-centric agentic language models from 0.9B to 375B parameters; capable of planning multi-step tasks, tool use, web search, and document editing in Arabic

- Permalink: https://110010.art/r/c915c62935d24599/
- Original: https://arxiv.org/abs/2611.10224
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Jais 3: Introducing Arabic-centric Agentic AI

arXiv:2611.10224v1 Announce Type: new 
Abstract: We present Jais 3, a fleet of six open, Arabic-centric agentic language models ranging from 0.9B to 375B parameters. Jais 3 is built to complete tasks for Arabic...

Coverage:
- arXiv cs.CL (2026-11-10): [Jais 3: Introducing Arabic-centric Agentic AI](https://arxiv.org/abs/2611.10224) -- lead source

### Jacobian-Causal Memory Control for persistent memory in language model systems

- Permalink: https://110010.art/r/1c3d03a2dbbd49dc/
- Original: https://arxiv.org/abs/2611.08779
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Jacobian-Causal Memory Control for Persistent Memory in Language Model Systems

arXiv:2611.08779v1 Announce Type: new 
Abstract: Persistent-memory systems choose not only which records are retrieved but which prior information can alter current inference. We propose Jacobian-causal memory...

Coverage:
- arXiv cs.AI (2026-11-10): [Jacobian-Causal Memory Control for Persistent Memory in Language Model Systems](https://arxiv.org/abs/2611.08779) -- lead source

### IWIBench evaluates a large editor model’s ability to modify another model’s weights through intra-weight injection.

- Permalink: https://110010.art/r/f88845ca0e59452c/
- Original: https://arxiv.org/abs/2611.08647
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: IWIBench: Evaluating Gradient-Free Model Driven Intra-weight Injection

arXiv:2611.08647v1 Announce Type: new 
Abstract: Intra-weight injection lets one model change another model's behaviour by editing its weights directly, without gradients. Such edits can range from altering lexical...

Coverage:
- arXiv cs.AI (2026-11-10): [IWIBench: Evaluating Gradient-Free Model Driven Intra-weight Injection](https://arxiv.org/abs/2611.08647) -- lead source

### Is Recursive Self-Improvement Safe?

- Permalink: https://110010.art/r/c83d9af214b0492c/
- Original: https://arxiv.org/abs/2611.10261
- Source: arXiv cs.AI
- Published: 2026-11-10

arXiv:2611.10261v1 Announce Type: new 
Abstract: The phrase recursive self-improvement (RSI) refers to the idea of an AI system designing and creating another, better AI system, which in turn designs and creates an...

Coverage:
- arXiv cs.AI (2026-11-10): [Is Recursive Self-Improvement Safe?](https://arxiv.org/abs/2611.10261) -- lead source

### Implicit bias in state space models and linear autoregressive training

- Permalink: https://110010.art/r/31a33811715e4e21/
- Original: https://arxiv.org/abs/2611.10237
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Implicit Bias in State Space Models and Linear Autoregressive Training

arXiv:2611.10237v1 Announce Type: new 
Abstract: Linear State Space Models (SSMs) and linear autoregressive sequence models reuse the same parameters across a sample-dependent number of steps. As a result, different...

Coverage:
- arXiv cs.LG (2026-11-10): [Implicit Bias in State Space Models and Linear Autoregressive Training](https://arxiv.org/abs/2611.10237) -- lead source

### I think, therefore I attack: evaluating thought injection attacks on reasoning agents

- Permalink: https://110010.art/r/8c9d5f394f55491a/
- Original: https://arxiv.org/abs/2611.08811
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: I Think, Therefore I Attack: Evaluating Thought Injection Attacks on Reasoning Agents

arXiv:2611.08811v1 Announce Type: new 
Abstract: Large Reasoning Models (LRMs) are one of the key components of current agentic systems. LRMs augment their output with an explicit chain-of-thought reasoning stage,...

Coverage:
- arXiv cs.AI (2026-11-10): [I Think, Therefore I Attack: Evaluating Thought Injection Attacks on Reasoning Agents](https://arxiv.org/abs/2611.08811) -- lead source

### How many examples, and which ones? A study of in-context learning for natural language inference

- Permalink: https://110010.art/r/d77d37fcf1be4d7c/
- Original: https://arxiv.org/abs/2611.09936
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: How Many Examples, and Which Ones? A Study of In-Context Learning for Natural Language Inference

arXiv:2611.09936v1 Announce Type: new 
Abstract: Natural language inference (NLI) is a fundamental task of natural language processing and crucial for evaluating the strengths and weaknesses of AI methods. Research...

Coverage:
- arXiv cs.CL (2026-11-10): [How Many Examples, and Which Ones? A Study of In-Context Learning for Natural Language Inference](https://arxiv.org/abs/2611.09936) -- lead source

### Homeopathic learning: poisoned fine-tuning data can enable a hidden backdoor when clean data is added

- Permalink: https://110010.art/r/069b3d2c377447d8/
- Original: https://arxiv.org/abs/2611.10110
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Homeopathic Learning: Diluting poisoned fine-tuning data can strengthen its effect

arXiv:2611.10110v1 Announce Type: new 
Abstract: We study homeopathic learning, a phenomenon where poisoned training data with little effect on its own can create a hidden backdoor once clean, contrasting data is...

Coverage:
- arXiv cs.AI (2026-11-10): [Homeopathic Learning: Diluting poisoned fine-tuning data can strengthen its effect](https://arxiv.org/abs/2611.10110) -- lead source

### Generative active learning for label-efficient pan-organ ultrasound diagnosis

- Permalink: https://110010.art/r/3ef8c9088448478f/
- Original: https://arxiv.org/abs/2611.10180
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Generative Active Learning for Label-Efficient Pan-Organ Ultrasound Diagnosis

arXiv:2611.10180v1 Announce Type: new 
Abstract: Medical ultrasound (US) enables real-time, non-invasive diagnosis, yet building US-based AI systems is limited by data scarcity, costly expert annotation, and limited...

Coverage:
- arXiv cs.AI (2026-11-10): [Generative Active Learning for Label-Efficient Pan-Organ Ultrasound Diagnosis](https://arxiv.org/abs/2611.10180) -- lead source

### Fresh Enough to Decide: Age of Intelligence for Cost-Aware Model Synchronization in Dynamic IoT Systems

- Permalink: https://110010.art/r/689f0b8c5f6d4351/
- Original: https://arxiv.org/abs/2611.09935
- Source: arXiv cs.LG
- Published: 2026-11-10

arXiv:2611.09935v1 Announce Type: new 
Abstract: Resource-constrained IoT devices cache learned models for real-time decisions, but frequent updates incur substantial bandwidth, energy, and service overhead. Because...

Coverage:
- arXiv cs.LG (2026-11-10): [Fresh Enough to Decide: Age of Intelligence for Cost-Aware Model Synchronization in Dynamic IoT Systems](https://arxiv.org/abs/2611.09935) -- lead source

### fNIRSAtlas: a large-scale benchmark for functional near-infrared spectroscopy classification

- Permalink: https://110010.art/r/1187de13bb644fd7/
- Original: https://arxiv.org/abs/2611.10082
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: fNIRSAtlas: A Large-Scale Benchmark for Functional Near-Infrared Spectroscopy Classification

arXiv:2611.10082v1 Announce Type: new 
Abstract: Functional near-infrared spectroscopy (fNIRS) is a promising modality for brain-computer interfaces and cognitive state decoding, but progress in machine learning for...

Coverage:
- arXiv cs.LG (2026-11-10): [fNIRSAtlas: A Large-Scale Benchmark for Functional Near-Infrared Spectroscopy Classification](https://arxiv.org/abs/2611.10082) -- lead source

### FEROM: Frontier Endogenous Reveal-Order Marginal Policy Optimization for Masked Diffusion LMs

- Permalink: https://110010.art/r/4a4e72a3f36d4b7d/
- Original: https://arxiv.org/abs/2611.10369
- Source: arXiv cs.CL
- Published: 2026-11-10

arXiv:2611.10369v1 Announce Type: new 
Abstract: Masked diffusion language models generate text by iteratively unmasking positions, with practical samplers often selecting reveal positions from the model's own...

Coverage:
- arXiv cs.CL (2026-11-10): [FEROM: Frontier Endogenous Reveal-Order Marginal Policy Optimization for Masked Diffusion LMs](https://arxiv.org/abs/2611.10369) -- lead source

### FedLoVA: value-only aggregation for federated LoRA fine-tuning of large language models

- Permalink: https://110010.art/r/5ad85bf676fe49c3/
- Original: https://arxiv.org/abs/2611.10248
- Source: arXiv cs.LG (2 sources)
- Published: 2026-11-10
- Original headline: FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models

arXiv:2611.10248v1 Announce Type: new 
Abstract: Low-Rank Adaptation (LoRA) is a popular parameter-efficient fine-tuning (PEFT) method for fine-tuning of large language models (LLMs), especially in federated...

Coverage:
- arXiv cs.LG (2026-11-10): [FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models](https://arxiv.org/abs/2611.10248) -- lead source
- arXiv cs.AI (2026-11-11): [RBLA+: Efficient Rank-Specific LoRA Adapter Extraction for Federated Fine-Tuning with Heterogeneous Clients](https://arxiv.org/abs/2611.12961)

### Fast accurate quantum Monte Carlo without Metropolis adjustment

- Permalink: https://110010.art/r/f96867910e864114/
- Original: https://arxiv.org/abs/2611.10187
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Fast Accurate Quantum Monte Carlo without Metropolis Adjustment

arXiv:2611.10187v1 Announce Type: new 
Abstract: In quantum systems, physical quantities of interest can be expressed as expectation values of a probability distribution, which allows their estimation by Markov Chain...

Coverage:
- arXiv cs.LG (2026-11-10): [Fast Accurate Quantum Monte Carlo without Metropolis Adjustment](https://arxiv.org/abs/2611.10187) -- lead source

### Evaluating constructional calque in multilingual LLMs using CALQUE

- Permalink: https://110010.art/r/70e6c401d8134ef9/
- Original: https://arxiv.org/abs/2611.10266
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: I play of the cello: Evaluating Constructional Bleeding in Multilingual LLMs with CALQUE

arXiv:2611.10266v1 Announce Type: new 
Abstract: Languages use different morphosyntactic strategies to express the same meaning. Speakers of multiple languages are able to apply strategies from one language to...

Coverage:
- arXiv cs.CL (2026-11-10): [I play of the cello: Evaluating Constructional Bleeding in Multilingual LLMs with CALQUE](https://arxiv.org/abs/2611.10266) -- lead source

### Ensemble routing for prompt-adaptive cost-aware LLM inference; introduces PISA for prompt-adaptive, cost-aware routing and PISA-E for ensemble routing.

- Permalink: https://110010.art/r/1fe25f8d53ba4856/
- Original: https://arxiv.org/abs/2611.10193
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Ensemble Routing for Prompt-Adaptive Cost-Aware LLM Inference

arXiv:2611.10193v1 Announce Type: new 
Abstract: Large language models (LLMs) increasingly support Web-based services that must balance response quality and inference cost across heterogeneous requests. Conventional...

Coverage:
- arXiv cs.AI (2026-11-10): [Ensemble Routing for Prompt-Adaptive Cost-Aware LLM Inference](https://arxiv.org/abs/2611.10193) -- lead source

### Enhancing academic advisement with case-based reasoning

- Permalink: https://110010.art/r/0db51f666fd54791/
- Original: https://arxiv.org/abs/2611.08572
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Enhancing Academic Advisement with Case-Based Reasoning

arXiv:2611.08572v1 Announce Type: new 
Abstract: This research involved the study of an application of Case-Based Reasoning (CBR) in the field of academic advising. Academic advisement has been recognised as an...

Coverage:
- arXiv cs.AI (2026-11-10): [Enhancing Academic Advisement with Case-Based Reasoning](https://arxiv.org/abs/2611.08572) -- lead source

### DramaGrow: a regime-aware benchmark for auditing LLM judges of multi-episode drama

- Permalink: https://110010.art/r/bef427c20cc14b4b/
- Original: https://arxiv.org/abs/2611.09938
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: DramaGrow: A Regime-Aware Benchmark for Auditing LLM Judges of Multi-Episode Drama

arXiv:2611.09938v1 Announce Type: new 
Abstract: LLMs can now draft complete multi-episode dramas, and LLM judges are increasingly used to evaluate them. Assessing the reliability of these judges is difficult because...

Coverage:
- arXiv cs.CL (2026-11-10): [DramaGrow: A Regime-Aware Benchmark for Auditing LLM Judges of Multi-Episode Drama](https://arxiv.org/abs/2611.09938) -- lead source

### Don't blame the preferences: examining the emergence of sycophancy in LLM training

- Permalink: https://110010.art/r/4d584ac14e3b4ca3/
- Original: https://arxiv.org/abs/2611.10045
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Don't Blame The Preferences: Examining The Emergence of Sycophancy in LLM Training

arXiv:2611.10045v1 Announce Type: new 
Abstract: AI sycophancy, the tendency of large language models (LLMs) to flatter users and affirm their beliefs, can undermine accuracy and contribute to misinformation,...

Coverage:
- arXiv cs.AI (2026-11-10): [Don't Blame The Preferences: Examining The Emergence of Sycophancy in LLM Training](https://arxiv.org/abs/2611.10045) -- lead source

### Do large language models rank moral values? A transitivity test of moral competence

- Permalink: https://110010.art/r/b0ff6bb9d21b4f99/
- Original: https://arxiv.org/abs/2611.10265
- Source: arXiv cs.AI
- Published: 2026-11-10

arXiv:2611.10265v1 Announce Type: new 
Abstract: LLMs are increasingly used to support decisions that require moral consideration. While LLMs perform well on morality benchmarks from psychology and philosophy,...

Coverage:
- arXiv cs.AI (2026-11-10): [Do large language models rank moral values? A transitivity test of moral competence](https://arxiv.org/abs/2611.10265) -- lead source

### Divergence-guided reliability-aware fusion and adaptive LLM prompting for conversational emotion recognition

- Permalink: https://110010.art/r/1c2d6df2bd2c4877/
- Original: https://arxiv.org/abs/2611.08860
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Mind the Divergence: Divergence-Guided Reliability-Aware Fusion and Adaptive LLM Prompting for Conversational Emotion Recognition

arXiv:2611.08860v1 Announce Type: new 
Abstract: Multimodal emotion recognition in conversations (MERC) integrates textual, acoustic, and visual cues to identify utterance-level emotions. However, existing approaches...

Coverage:
- arXiv cs.AI (2026-11-10): [Mind the Divergence: Divergence-Guided Reliability-Aware Fusion and Adaptive LLM Prompting for Conversational Emotion Recognition](https://arxiv.org/abs/2611.08860) -- lead source

### DisMUSE: an efficient distributed singular-spectrum-based optimization approach with theoretical convergence guarantee

- Permalink: https://110010.art/r/64a2ff3d763d4188/
- Original: https://arxiv.org/abs/2611.10212
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: DisMUSE: An Efficient Distributed Singular-Spectrum-Based Optimization Approach with Theoretical Convergence Guarantee

arXiv:2611.10212v1 Announce Type: new 
Abstract: In recent years, singular-spectrum-based optimizers have attracted increasing attention due to their ability to preserve the matrix structure of neural network...

Coverage:
- arXiv cs.LG (2026-11-10): [DisMUSE: An Efficient Distributed Singular-Spectrum-Based Optimization Approach with Theoretical Convergence Guarantee](https://arxiv.org/abs/2611.10212) -- lead source

### Debate-to-deceive: poisoning LLM fact-checking via game-theoretic multi-agent debate

- Permalink: https://110010.art/r/c3f61e114b8b43b0/
- Original: https://arxiv.org/abs/2611.08756
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Debate to Deceive: Poisoning LLM's Fact-Checking via Game-Theoretic Multi-Agent Debate

arXiv:2611.08756v1 Announce Type: new 
Abstract: Knowledge attacks on Large Language Models, such as manipulating fact-checking judgments, pose significant risks to AI reliability. Existing approaches -- adversarial...

Coverage:
- arXiv cs.AI (2026-11-10): [Debate to Deceive: Poisoning LLM's Fact-Checking via Game-Theoretic Multi-Agent Debate](https://arxiv.org/abs/2611.08756) -- lead source

### CulturalCrosswords: a multilingual benchmark testing how answer constraints affect LLMs solving cultural riddles across 53 crosswords in 42 languages

- Permalink: https://110010.art/r/63893290884f48c6/
- Original: https://arxiv.org/abs/2611.10044
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: CulturalCrosswords: A Multilingual Benchmark comprised of Answer Constraints and Grid Completion

arXiv:2611.10044v1 Announce Type: new 
Abstract: When several answers fit a riddle, exact-match scoring can penalise a valid response. CulturalCrosswords tests how answer constraints affect large language models...

Coverage:
- arXiv cs.CL (2026-11-10): [CulturalCrosswords: A Multilingual Benchmark comprised of Answer Constraints and Grid Completion](https://arxiv.org/abs/2611.10044) -- lead source

### CoRA-Bench evaluates evidence preservation by context selectors under shared token budgets.

- Permalink: https://110010.art/r/47bc2315200d4e6b/
- Original: https://arxiv.org/abs/2611.10238
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: CoRA-Bench: Evaluating Evidence Preservation by Context Selectors Under Token Budgets

arXiv:2611.10238v1 Announce Type: new 
Abstract: Context selection can reduce input length during long-input inference but can remove evidence required to answer a query. We introduce CoRA-Bench, a benchmark for...

Coverage:
- arXiv cs.AI (2026-11-10): [CoRA-Bench: Evaluating Evidence Preservation by Context Selectors Under Token Budgets](https://arxiv.org/abs/2611.10238) -- lead source

### Coordinated mixed-precision KV cache quantization for efficient LLM-based multi-agent systems

- Permalink: https://110010.art/r/3616a1c6bbf24970/
- Original: https://arxiv.org/abs/2611.10096
- Source: arXiv cs.LG (2 sources)
- Published: 2026-11-10
- Original headline: Coordinated Mixed-Precision KV Cache Quantization for Efficient LLM-based Multi-agent Systems

arXiv:2611.10096v1 Announce Type: new 
Abstract: LLM-based multi-agent systems solve complex tasks through collaboration, but their growing, simultaneously resident key-value (KV) caches create a memory bottleneck....

Coverage:
- r/LocalLLaMA (2026-11-07): [Effects of KV Cache Quantization on Qwen3.8 27B](https://www.reddit.com/r/LocalLLaMA/comments/1xqbesv/effects_of_kv_cache_quantization_on_qwen38_27b/)
- arXiv cs.LG (2026-11-10): [Coordinated Mixed-Precision KV Cache Quantization for Efficient LLM-based Multi-agent Systems](https://arxiv.org/abs/2611.10096) -- lead source

### Control-theoretic framework links fast action loop with slow deployment loop to maintain long-horizon trajectories and deployments.

- Permalink: https://110010.art/r/8ed9cf55611e481f/
- Original: https://arxiv.org/abs/2611.08781
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Aligning, Fast and Slow: A Control-Theoretic Oversight Framework for Long-Horizon Trajectories and Maintained Deployments

arXiv:2611.08781v1 Announce Type: new 
Abstract: AI agents can pass checks on individual tasks while retaining memory or code changes that alter their later behavior. We introduce a control-theoretic framework that...

Coverage:
- arXiv cs.AI (2026-11-10): [Aligning, Fast and Slow: A Control-Theoretic Oversight Framework for Long-Horizon Trajectories and Maintained Deployments](https://arxiv.org/abs/2611.08781) -- lead source

### Conformal fair decoding for large language model recommenders

- Permalink: https://110010.art/r/f686021b6684424e/
- Original: https://arxiv.org/abs/2611.10285
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Conformal Fair Decoding for Large Language Model Recommenders

arXiv:2611.10285v1 Announce Type: new 
Abstract: Large language models (LLMs) can generate personalized recommendations without task-specific training, but changing a protected attribute while holding interaction...

Coverage:
- arXiv cs.AI (2026-11-10): [Conformal Fair Decoding for Large Language Model Recommenders](https://arxiv.org/abs/2611.10285) -- lead source

### Compact Greek language models from scratch: LexisLM-1B and LexisLM-500M decoder-only transformers pretrained on 22B tokens

- Permalink: https://110010.art/r/611e1e4331f649dc/
- Original: https://arxiv.org/abs/2611.10209
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Compact Greek Language Models from Scratch: Pretraining 500M- and 1B-Parameter Decoder-Only Transformers

arXiv:2611.10209v1 Announce Type: new 
Abstract: We present two compact decoder-only language models trained from scratch exclusively on Greek text: LexisLM-1B (1.09B parameters) and LexisLM-500M (502M parameters)....

Coverage:
- arXiv cs.CL (2026-11-10): [Compact Greek Language Models from Scratch: Pretraining 500M- and 1B-Parameter Decoder-Only Transformers](https://arxiv.org/abs/2611.10209) -- lead source

### Coding or cheating? An investigation of frontier coding LLMs

- Permalink: https://110010.art/r/13051ca7740046fc/
- Original: https://arxiv.org/abs/2611.10404
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Coding or Cheating? An Investigation of Frontier Coding LLMs

arXiv:2611.10404v1 Announce Type: new 
Abstract: Frontier agentic LLMs are trained on verifiable rewards in reinforcement learning (RL) environments built from real software repositories. A passing test suite is...

Coverage:
- arXiv cs.CL (2026-11-10): [Coding or Cheating? An Investigation of Frontier Coding LLMs](https://arxiv.org/abs/2611.10404) -- lead source

### ChainFlow: Few-Step Latent Flow Matching for Speculative Decoding

- Permalink: https://110010.art/r/d8ac30ff7d9c4af9/
- Original: https://arxiv.org/abs/2611.08669
- Source: arXiv cs.AI
- Published: 2026-11-10

arXiv:2611.08669v1 Announce Type: new 
Abstract: Speculative decoding has become a standard way to accelerate LLM inference: a lightweight drafter proposes tokens that the target verifies in one parallel pass....

Coverage:
- arXiv cs.AI (2026-11-10): [ChainFlow: Few-Step Latent Flow Matching for Speculative Decoding](https://arxiv.org/abs/2611.08669) -- lead source
- arXiv cs.AI (2026-11-11): [Multi-Future Drafting: Mixture Block Drafters for Tree-Verified Speculative Decoding](https://arxiv.org/abs/2611.13017)

### Causal Discovery Bench: can LLMs autonomously conduct effective experiments?

- Permalink: https://110010.art/r/f92a96b084864985/
- Original: https://arxiv.org/abs/2611.09934
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: Causal Discovery Bench: Can LLMs Autonomously Conduct Effective Experiments?

arXiv:2611.09934v1 Announce Type: new 
Abstract: As large language model (LLM) agents get actively adopted for autonomous research, they must not only reason over existing evidence, but also design informative...

Coverage:
- arXiv cs.LG (2026-11-10): [Causal Discovery Bench: Can LLMs Autonomously Conduct Effective Experiments?](https://arxiv.org/abs/2611.09934) -- lead source

### Cancellation is not enough: retries can prevent recovery after transient overload in an LLM engine, tests show using vLLM with open models and scheduler traces

- Permalink: https://110010.art/r/54e72954b8d34aee/
- Original: https://arxiv.org/abs/2611.08684
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Cancellation Is Not Enough: What Retries Leave Behind in an Overloaded LLM Engine

arXiv:2611.08684v1 Announce Type: new 
Abstract: Clients and proxies in front of an LLM engine retry calls that time out. After a transient overload, these retries can keep the engine from recovering even when calls...

Coverage:
- arXiv cs.AI (2026-11-10): [Cancellation Is Not Enough: What Retries Leave Behind in an Overloaded LLM Engine](https://arxiv.org/abs/2611.08684) -- lead source

### BO-Arena: An evolving benchmark for high-dimensional Bayesian optimisation

- Permalink: https://110010.art/r/f4f27a7047204cdb/
- Original: https://arxiv.org/abs/2611.10198
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: BO-Arena: An Evolving Benchmark for High-Dimensional Bayesian Optimisation

arXiv:2611.10198v1 Announce Type: new 
Abstract: High-dimensional Bayesian optimisation (HDBO) is an increasingly crowded field with new methods proposed at every major conference, making it ever harder to answer a...

Coverage:
- arXiv cs.LG (2026-11-10): [BO-Arena: An Evolving Benchmark for High-Dimensional Bayesian Optimisation](https://arxiv.org/abs/2611.10198) -- lead source

### BiMuon: a geometry-aware stochastic bilevel optimization approach

- Permalink: https://110010.art/r/d971b8e90dda435d/
- Original: https://arxiv.org/abs/2611.10188
- Source: arXiv cs.LG
- Published: 2026-11-10
- Original headline: BiMuon: A Geometry-Aware Stochastic Bilevel Optimization Approach

arXiv:2611.10188v1 Announce Type: new 
Abstract: Stochastic bilevel optimization provides a general framework for many machine learning applications, such as hyperparameter learning, data reweighting, language model...

Coverage:
- arXiv cs.LG (2026-11-10): [BiMuon: A Geometry-Aware Stochastic Bilevel Optimization Approach](https://arxiv.org/abs/2611.10188) -- lead source
- arXiv cs.LG (2026-11-10): [Lower-Level Agnostic Bilevel Optimization](https://arxiv.org/abs/2611.10223)

### BIBIMBAP: a benchmark for instruction-based BIM editing using text-to-BIM tasks across CRUD operations

- Permalink: https://110010.art/r/1c58ededaddb45b1/
- Original: https://arxiv.org/abs/2611.09933
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: BIBIMBAP: A Benchmark for Instructional BIM-Based Automated Programming

arXiv:2611.09933v1 Announce Type: new 
Abstract: Large Language Models (LLMs) are emerging as natural-language interfaces for Building Information Modeling (BIM), successfully achieving information retrieval, but no...

Coverage:
- arXiv cs.CL (2026-11-10): [BIBIMBAP: A Benchmark for Instructional BIM-Based Automated Programming](https://arxiv.org/abs/2611.09933) -- lead source

### Beyond the Prompt: leveraging pre-decoding states for jailbreaker detection in dLLMs

- Permalink: https://110010.art/r/249ec56b7d784017/
- Original: https://arxiv.org/abs/2611.10258
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs

arXiv:2611.10258v1 Announce Type: new 
Abstract: Diffusion large language models (dLLMs) have recently emerged as a strong alternative to autoregressive models, generating responses by iteratively refining masked...

Coverage:
- arXiv cs.CL (2026-11-10): [Beyond the Prompt: Leveraging Pre-Decoding States for Jailbreak Detection in dLLMs](https://arxiv.org/abs/2611.10258) -- lead source

### AYO: A Safe and Privacy-Preserving Platform for Studying Children's Interaction with LLMs

- Permalink: https://110010.art/r/6e4380cf81df40df/
- Original: https://arxiv.org/abs/2611.10054
- Source: arXiv cs.AI
- Published: 2026-11-10

arXiv:2611.10054v1 Announce Type: new 
Abstract: Children and adolescents are increasingly interacting with generative AI and large language models (LLMs), yet little is known about how these interactions may...

Coverage:
- arXiv cs.AI (2026-11-10): [AYO: A Safe and Privacy-Preserving Platform for Studying Children's Interaction with LLMs](https://arxiv.org/abs/2611.10054) -- lead source

### AVCORP: identifying and resisting deception via communication theory and theory of mind

- Permalink: https://110010.art/r/bb5785f394ac4fef/
- Original: https://arxiv.org/abs/2611.10176
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: AVCORP: Identifying and Resisting Deception via Communication Theory and Theory of Mind

arXiv:2611.10176v1 Announce Type: new 
Abstract: Today's LLM-based agents are vulnerable to deception by users and other agents. Defending against deception requires Theory of Mind (ToM) reasoning to infer the...

Coverage:
- arXiv cs.AI (2026-11-10): [AVCORP: Identifying and Resisting Deception via Communication Theory and Theory of Mind](https://arxiv.org/abs/2611.10176) -- lead source

### Auditing LLM content moderation of reclaimed slur usage as Perspective API is deprecated; four general-purpose LLMs and four moderation-specific models tested

- Permalink: https://110010.art/r/ad6e26ccf3614b85/
- Original: https://arxiv.org/abs/2611.10327
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-10
- Original headline: Policy Over Purpose: Auditing LLM Content Moderation of Reclaimed Slur Usage

arXiv:2611.10327v1 Announce Type: new 
Abstract: As Perspective API is deprecated, platforms are turning to large language models for content moderation, encoding policy as natural language that the model must...

Coverage:
- arXiv cs.CL (2026-11-10): [Policy Over Purpose: Auditing LLM Content Moderation of Reclaimed Slur Usage](https://arxiv.org/abs/2611.10327) -- lead source
- arXiv cs.AI (2026-11-11): [TrustMod-SM: A Multi-Axis Benchmark for Evaluating Trustworthiness of LLMs in Social Media Content Moderation](https://arxiv.org/abs/2611.12970)

### AttentionSwitch: jailbreak defense for LLMs via joint learning of sparse attention-head selection and scaling

- Permalink: https://110010.art/r/aa0610f3d3e849d3/
- Original: https://arxiv.org/abs/2611.08752
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: AttentionSwitch: Jailbreak Defense for LLMs via Joint Learning of Sparse Attention-Head Selection and Scaling

arXiv:2611.08752v1 Announce Type: new 
Abstract: Large language models have achieved remarkable performance across a wide range of tasks, yet they remain susceptible to jailbreak attacks that circumvent safety...

Coverage:
- arXiv cs.AI (2026-11-10): [AttentionSwitch: Jailbreak Defense for LLMs via Joint Learning of Sparse Attention-Head Selection and Scaling](https://arxiv.org/abs/2611.08752) -- lead source

### Aspect-wise pairwise tournaments for test-time selection

- Permalink: https://110010.art/r/87bee733141d468e/
- Original: https://arxiv.org/abs/2611.08640
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: Aspect-wise Pairwise Tournaments for Test-Time Selection

arXiv:2611.08640v1 Announce Type: new 
Abstract: Scaling test-time compute has proven highly effective at improving LLM reasoning. A popular method is best-of-n sampling, where a model generates many candidate...

Coverage:
- arXiv cs.AI (2026-11-10): [Aspect-wise Pairwise Tournaments for Test-Time Selection](https://arxiv.org/abs/2611.08640) -- lead source

### ASCENT: Scale-complementary external state for frozen long-context language models

- Permalink: https://110010.art/r/ba6330a7bc3f443f/
- Original: https://arxiv.org/abs/2611.10175
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: ASCENT: Scale-Complementary External State for Frozen Long-Context Language Models

arXiv:2611.10175v1 Announce Type: new 
Abstract: External state should become more valuable as a reader becomes more capable, yet long-context evaluations measure memory utility at a single model scale. This paper...

Coverage:
- arXiv cs.CL (2026-11-10): [ASCENT: Scale-Complementary External State for Frozen Long-Context Language Models](https://arxiv.org/abs/2611.10175) -- lead source

### All roads lead to Markov kernel networks: A representation theorem for discretization-stable learning

- Permalink: https://110010.art/r/3bd33f8f788a4171/
- Original: https://arxiv.org/abs/2611.10051
- Source: arXiv cs.LG
- Published: 2026-11-10

arXiv:2611.10051v1 Announce Type: new 
Abstract: Operator learning seeks to approximate function-to-function maps in a way that remains stable when the input discretization changes, a property sometimes called...

Coverage:
- arXiv cs.LG (2026-11-10): [All roads lead to Markov kernel networks: A representation theorem for discretization-stable learning](https://arxiv.org/abs/2611.10051) -- lead source

### Adaptive-depth mixture-of-experts with learned halting enables dynamic compute in elastic inference

- Permalink: https://110010.art/r/b859fa0a0c284fb5/
- Original: https://arxiv.org/abs/2611.08741
- Source: arXiv cs.AI
- Published: 2026-11-10
- Original headline: AlterNet: Adaptive-Depth Mixture-of-Experts with Learned Halting for Elastic Inference

arXiv:2611.08741v1 Announce Type: new 
Abstract: Most LLM architectures have fixed compute demands determined at training time. We propose a novel architecture that combines the Mixture-of-Experts architecture with...

Coverage:
- arXiv cs.AI (2026-11-10): [AlterNet: Adaptive-Depth Mixture-of-Experts with Learned Halting for Elastic Inference](https://arxiv.org/abs/2611.08741) -- lead source
- arXiv cs.AI (2026-11-10): [AutoEMatic: Runtime-Adaptive Mixed-Precision LLM Inference via Automatic Exponent-Mantissa Refinement](https://arxiv.org/abs/2611.10165)
- arXiv cs.AI (2026-11-10): [Multi-GPU MoE Inference with Adaptive Expert Offloading](https://arxiv.org/abs/2611.10219)

### A model organism for studying unverbalized evaluation awareness

- Permalink: https://110010.art/r/9a321b44fbd34469/
- Original: https://arxiv.org/abs/2611.09945
- Source: arXiv cs.CL
- Published: 2026-11-10
- Original headline: A Model Organism for Studying Unverbalized Evaluation Awareness

arXiv:2611.09945v1 Announce Type: new 
Abstract: Large language models can recognize when they are being evaluated and change their behavior accordingly, undermining the reliability of safety benchmarks. Evaluation...

Coverage:
- arXiv cs.CL (2026-11-10): [A Model Organism for Studying Unverbalized Evaluation Awareness](https://arxiv.org/abs/2611.09945) -- lead source

### BAIR researchers present at CoRL 2026; schedule includes early career keynote by Negar Mehr

- Permalink: https://110010.art/r/6275a829cfcc4596/
- Original: http://bair.berkeley.edu/blog/2026/11/09/bair-at-corl-2026/
- Source: BAIR (Berkeley)
- Published: 2026-11-09
- Original headline: BAIR at CoRL 2026

The Conference on Robot Learning (CoRL) takes place November 9–12, 2026, in Austin, Texas. BAIR faculty, postdocs and students will be presenting research at various sessions, including an Early Career Keynote from...

Coverage:
- BAIR (Berkeley) (2026-11-09): [BAIR at CoRL 2026](http://bair.berkeley.edu/blog/2026/11/09/bair-at-corl-2026/) -- lead source

### Using an LLM to tackle difficult cases in NER for Nepali tweets.

- Permalink: https://110010.art/r/bd40969048724599/
- Original: https://arxiv.org/abs/2611.08967
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Using an LLM to Tackle Difficult Cases in NER for Nepali Tweets

arXiv:2611.08967v1 Announce Type: new 
Abstract: Named entity recognition (NER) is challenging for social media data in a low-resource language. LLMs often lag behind pretrained language models (PLMs) in NER...

Coverage:
- arXiv cs.CL (2026-11-09): [Using an LLM to Tackle Difficult Cases in NER for Nepali Tweets](https://arxiv.org/abs/2611.08967) -- lead source

### Structuring survey histories for LLM digital twins: a controlled study of background, decision procedure, and evaluation profiles

- Permalink: https://110010.art/r/ef29954d3a784d7f/
- Original: https://arxiv.org/abs/2611.08730
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Structuring Survey Histories for LLM Digital Twins: A Controlled Study of Background, Decision Procedure, and Evaluation Profiles

arXiv:2611.08730v1 Announce Type: new 
Abstract: LLM-based digital twins aim to predict how individuals would respond in new settings from representations of their prior responses. Existing evidence that compression...

Coverage:
- arXiv cs.CL (2026-11-09): [Structuring Survey Histories for LLM Digital Twins: A Controlled Study of Background, Decision Procedure, and Evaluation Profiles](https://arxiv.org/abs/2611.08730) -- lead source

### Single AI model simulates behavior of diverse substances from sliding sand to folding proteins, predicting particle movements step by step.

- Permalink: https://110010.art/r/ce9521ef245447a9/
- Original: https://news.mit.edu/2026/single-ai-model-simulates-many-substances-behavior-1109
- Source: MIT News (AI)
- Published: 2026-11-09
- Original headline: A single AI model simulates the behavior of many substances, from sliding sand to folding proteins
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

“It is a similar architecture to ChatGPT. But instead of predicting one word at a time to write a piece of text, we are predicting how these particles will move, one step at a time,” says Peter Yichen Chen.

Coverage:
- MIT News (AI) (2026-11-09): [A single AI model simulates the behavior of many substances, from sliding sand to folding proteins](https://news.mit.edu/2026/single-ai-model-simulates-many-substances-behavior-1109) -- lead source

### Semantic Conditional Similarity (SCS): a conditional form of semantic textual similarity for disentangling source contributions in multi-document settings

- Permalink: https://110010.art/r/2cf3afb1fd104829/
- Original: https://arxiv.org/abs/2611.08778
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Semantic Conditional Similarity (SCS): A Formal Mathematical Framework

arXiv:2611.08778v1 Announce Type: new 
Abstract: Semantic Textual Similarity (STS) operates on document pairs, returning a single scalar per comparison. In a multi-document setting where several sources may have...

Coverage:
- arXiv cs.CL (2026-11-09): [Semantic Conditional Similarity (SCS): A Formal Mathematical Framework](https://arxiv.org/abs/2611.08778) -- lead source

### Romanized Indic generation misrepresented by automatic metrics; four LLMs evaluated on Hindi, Telugu, and Kannada demonstrate gaps in evaluation

- Permalink: https://110010.art/r/6609248a30c84ad3/
- Original: https://arxiv.org/abs/2611.09085
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: The Invisible Gap: Romanized Indic Generation Fails Where Automatic Metrics Succeed
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/), [GPT-5](https://110010.art/tags/gpt-5/)

arXiv:2611.09085v1 Announce Type: new 
Abstract: Hundreds of millions of Indians communicate with digital systems in romanized Latin characters -- typing "aap kaise hain" rather than native script -- yet romanized...

Coverage:
- arXiv cs.CL (2026-11-09): [The Invisible Gap: Romanized Indic Generation Fails Where Automatic Metrics Succeed](https://arxiv.org/abs/2611.09085) -- lead source

### RL-ATTACK: a generalized black-box adversarial attack on language models via reinforcement learning

- Permalink: https://110010.art/r/b75c09392c624a2a/
- Original: https://arxiv.org/abs/2611.08711
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-09
- Original headline: RL-ATTACK: A Generalized Black-Box Adversarial Attack on Language Models via Reinforcement Learning

arXiv:2611.08711v1 Announce Type: new 
Abstract: Large language models (LLMs) exhibit vulnerabilities to adversarial perturbations that can induce unintended responses. These vulnerabilities can be identified via...

Coverage:
- arXiv cs.CL (2026-11-09): [RL-ATTACK: A Generalized Black-Box Adversarial Attack on Language Models via Reinforcement Learning](https://arxiv.org/abs/2611.08711) -- lead source
- arXiv cs.AI (2026-11-10): [Adversarial Evaluation of Large Language Models for Patient-Friendly Radiology Report Summarization](https://arxiv.org/abs/2611.10277)

### Richness Is Not Evenness: Ordered Renyi Crossings under Self-Training

- Permalink: https://110010.art/r/0a91bfc550fe41a3/
- Original: https://arxiv.org/abs/2611.08892
- Source: arXiv cs.CL
- Published: 2026-11-09

arXiv:2611.08892v1 Announce Type: new 
Abstract: Recursive self-training of language models, a setting studied in model collapse, can reduce vocabulary while making frequent words, mostly function words, less...

Coverage:
- arXiv cs.CL (2026-11-09): [Richness Is Not Evenness: Ordered Renyi Crossings under Self-Training](https://arxiv.org/abs/2611.08892) -- lead source

### Rethinking data selection as distribution matching on semantic manifolds

- Permalink: https://110010.art/r/ad7ab5b1857f48a5/
- Original: https://arxiv.org/abs/2611.08495
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Rethinking Data Selection as Distribution Matching on Semantic Manifolds

arXiv:2611.08495v1 Announce Type: new 
Abstract: Instruction tuning of large language models and large vision language models relies on massive training data, which incurs substantial computational and storage costs....

Coverage:
- arXiv cs.LG (2026-11-09): [Rethinking Data Selection as Distribution Matching on Semantic Manifolds](https://arxiv.org/abs/2611.08495) -- lead source

### Representational drift in a code model: behaviour settles, which neurons carry it does not

- Permalink: https://110010.art/r/2fcd40f931c74f0c/
- Original: https://arxiv.org/abs/2611.09204
- Source: arXiv cs.CL
- Published: 2026-11-09

arXiv:2611.09204v1 Announce Type: new 
Abstract: In neuroscience, representational drift is a change in which neurons carry a representation while behaviour stays the same; we measure its analogue in OpenCoder-1.5B...

Coverage:
- arXiv cs.CL (2026-11-09): [Representational drift in a code model: behaviour settles, which neurons carry it does not](https://arxiv.org/abs/2611.09204) -- lead source

### Random Symbolic Boosting: a geometric approach to symbolic regression

- Permalink: https://110010.art/r/64eedc089de840eb/
- Original: https://arxiv.org/abs/2611.08753
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Random Symbolic Boosting: A Geometric Approach to Symbolic Regression

arXiv:2611.08753v1 Announce Type: new 
Abstract: Symbolic models offer interpretability, but their construction through generational evolution can be computationally expensive. This article presents Random Symbolic...

Coverage:
- arXiv cs.LG (2026-11-09): [Random Symbolic Boosting: A Geometric Approach to Symbolic Regression](https://arxiv.org/abs/2611.08753) -- lead source

### PINNeval proposes a comprehensive evaluation standard for physics-informed neural networks

- Permalink: https://110010.art/r/179f534b5bff459b/
- Original: https://arxiv.org/abs/2611.08559
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks

arXiv:2611.08559v1 Announce Type: new 
Abstract: The Physics-Informed Neural Network (PINN) literature has produced a rapidly expanding catalogue of methods. We divide a PINN training pipeline systematically into...

Coverage:
- arXiv cs.LG (2026-11-09): [PINNeval: A Comprehensive Evaluation Standard for Physics-Informed Neural Networks](https://arxiv.org/abs/2611.08559) -- lead source

### PhoPunct: a large-scale benchmark of transformer architectures for Vietnamese punctuation restoration

- Permalink: https://110010.art/r/ace7fff6995541ab/
- Original: https://arxiv.org/abs/2611.09107
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: PhoPunct: A Large-Scale Benchmark of Transformer Architectures for Vietnamese Punctuation Restoration

arXiv:2611.09107v1 Announce Type: new 
Abstract: Vietnamese punctuation restoration is often evaluated on relatively small benchmarks, limiting conclusions about how architectural choices scale with data volume. We...

Coverage:
- arXiv cs.CL (2026-11-09): [PhoPunct: A Large-Scale Benchmark of Transformer Architectures for Vietnamese Punctuation Restoration](https://arxiv.org/abs/2611.09107) -- lead source

### Patching the blind spots: reversible LLM rule overlay for frozen fraud detectors

- Permalink: https://110010.art/r/b90d491732ac4c98/
- Original: https://arxiv.org/abs/2611.08714
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Patching the Blind Spots: Reversible LLM Rule Overlay for Frozen Fraud Detectors

arXiv:2611.08714v1 Announce Type: new 
Abstract: In industrial tabular fraud classification, gradient-boosted trees remain state-of-the-art, but even a well-trained model has blind spots, and retraining the deployed...

Coverage:
- arXiv cs.LG (2026-11-09): [Patching the Blind Spots: Reversible LLM Rule Overlay for Frozen Fraud Detectors](https://arxiv.org/abs/2611.08714) -- lead source

### On the incompleteness of do-calculus for universal identifiability

- Permalink: https://110010.art/r/236f8cf2c27040ed/
- Original: https://arxiv.org/abs/2611.08916
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: On the Incompleteness of do-calculus for Universal Identifiability

arXiv:2611.08916v1 Announce Type: new 
Abstract: We study the problem of causal effect identification from an arbitrary set of observational and/or interventional distributions, which we call Universal...

Coverage:
- arXiv cs.CL (2026-11-09): [On the Incompleteness of do-calculus for Universal Identifiability](https://arxiv.org/abs/2611.08916) -- lead source

### On Lipschitz explosion in deep neural networks with normalization; implications for optimization and adversarial robustness

- Permalink: https://110010.art/r/77474fb66881443a/
- Original: https://arxiv.org/abs/2611.08775
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: On Lipschitz Explosion in Deep Neural Networks with Normalization: Consequences for Optimization and Adversarial Robustness

arXiv:2611.08775v1 Announce Type: new 
Abstract: Can a network look stable at every layer and still be exponentially unstable as a whole? The Lipschitz constant of a neural network is a basic stability quantity...

Coverage:
- arXiv cs.LG (2026-11-09): [On Lipschitz Explosion in Deep Neural Networks with Normalization: Consequences for Optimization and Adversarial Robustness](https://arxiv.org/abs/2611.08775) -- lead source

### Not all misalignment is alike: a decomposed benchmark for emergent misalignment

- Permalink: https://110010.art/r/c3bb2da7ffdf41e8/
- Original: https://arxiv.org/abs/2611.08569
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Not All Misalignment Is Alike: A Decomposed Benchmark for Emergent Misalignment

arXiv:2611.08569v1 Announce Type: new 
Abstract: Emergent misalignment (EM), in which fine-tuning on a narrow task induces misaligned behaviour on unrelated prompts, has been demonstrated across a wide range of...

Coverage:
- arXiv cs.LG (2026-11-09): [Not All Misalignment Is Alike: A Decomposed Benchmark for Emergent Misalignment](https://arxiv.org/abs/2611.08569) -- lead source

### MIT and NYU researchers develop AI-assisted learning platform enabling robots to generalize beyond literal commands

- Permalink: https://110010.art/r/7d072fc5cf0047e9/
- Original: https://news.mit.edu/2026/ai-assisted-learning-platform-helps-robots-reason-beyond-literal-commands-1109
- Source: MIT News (AI)
- Published: 2026-11-09
- Original headline: AI-assisted learning platform helps robots reason beyond literal commands

With a new system designed by researchers from MIT and New York University, humans can interact with a robot by giving it instructions in natural, conversational language. The robot can not only follow the...

Coverage:
- MIT News (AI) (2026-11-09): [AI-assisted learning platform helps robots reason beyond literal commands](https://news.mit.edu/2026/ai-assisted-learning-platform-helps-robots-reason-beyond-literal-commands-1109) -- lead source

### Minimum-Sufficient Knowledge and Computation for wind energy predictive analysis

- Permalink: https://110010.art/r/407a59a30568494a/
- Original: https://arxiv.org/abs/2611.08558
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Minimum-Sufficient Knowledge and Computation for Wind Energy Predictive Analysis

arXiv:2611.08558v1 Announce Type: new 
Abstract: Resource-constrained cyber-physical decision systems often apply fixed sensing, knowledge, and computational pipelines despite state-dependent information needs. We...

Coverage:
- arXiv cs.LG (2026-11-09): [Minimum-Sufficient Knowledge and Computation for Wind Energy Predictive Analysis](https://arxiv.org/abs/2611.08558) -- lead source

### MEDALLION: Manifold embedding distillation and attributions for low-dimensional latent interpretation

- Permalink: https://110010.art/r/1b49dacfa128462c/
- Original: https://arxiv.org/abs/2611.08767
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: MEDALLION: Manifold Embedding Distillation and Attributions for Low-dimensional Latent InterpretatiON

arXiv:2611.08767v1 Announce Type: new 
Abstract: Dimensionality reduction is widely used to visualize high-dimensional data and guide scientific discovery, yet interpreting which original features contribute to...

Coverage:
- arXiv cs.LG (2026-11-09): [MEDALLION: Manifold Embedding Distillation and Attributions for Low-dimensional Latent InterpretatiON](https://arxiv.org/abs/2611.08767) -- lead source

### MARS: Training multilingual search agents for retriever-free evidence acquisition

- Permalink: https://110010.art/r/94e763e4350e4d9b/
- Original: https://arxiv.org/abs/2611.09090
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: MARS: Training Multilingual Search Agents for Retriever-Free Evidence Acquisition

arXiv:2611.09090v1 Announce Type: new 
Abstract: Existing multilingual retrieval-augmented generation relies heavily on learned retrievers and similarity-based ranking from multilingual collections, which are...

Coverage:
- arXiv cs.CL (2026-11-09): [MARS: Training Multilingual Search Agents for Retriever-Free Evidence Acquisition](https://arxiv.org/abs/2611.09090) -- lead source

### LLM agents’ performance on low-budget molecular optimization drops when task names and references are hidden

- Permalink: https://110010.art/r/4cf545e90fcb4f5c/
- Original: https://arxiv.org/abs/2611.08522
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: What Are LLM Agents Actually Learning on Low-Budget Molecular Optimization Benchmarks?
- Tags: [GPT-4](https://110010.art/tags/gpt-4/)

arXiv:2611.08522v1 Announce Type: new 
Abstract: Recent work reports large gains for LLM agents on low-budget molecular optimization. We measure the contributions of online optimization, retrievable task information,...

Coverage:
- arXiv cs.LG (2026-11-09): [What Are LLM Agents Actually Learning on Low-Budget Molecular Optimization Benchmarks?](https://arxiv.org/abs/2611.08522) -- lead source

### Language, not code abstraction: natural-language training shapes brain-aligned geometry

- Permalink: https://110010.art/r/df452f7cb9db4ca7/
- Original: https://arxiv.org/abs/2611.09027
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Language, Not Code Abstraction: Natural-language Training Shapes Brain-aligned Geometry

arXiv:2611.09027v1 Announce Type: new 
Abstract: Code-trained language models produce positive brain scores, which raises the question of whether abstract structure learned from programming languages can substitute...

Coverage:
- arXiv cs.CL (2026-11-09): [Language, Not Code Abstraction: Natural-language Training Shapes Brain-aligned Geometry](https://arxiv.org/abs/2611.09027) -- lead source

### KLEAR: Knowledge-Matched LLM evaluation in Korean across application requirements via controlled benchmark transformation

- Permalink: https://110010.art/r/80e29d6baae04695/
- Original: https://arxiv.org/abs/2611.09223
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: KLEAR: Knowledge-Matched LLM Evaluation in Korean across Application Requirements via Controlled Benchmark Transformation

arXiv:2611.09223v1 Announce Type: new 
Abstract: Existing Korean benchmarks for Large Language Models (LLMs) evaluate performance across diverse knowledge domains, but their accuracy scores cannot distinguish whether...

Coverage:
- arXiv cs.CL (2026-11-09): [KLEAR: Knowledge-Matched LLM Evaluation in Korean across Application Requirements via Controlled Benchmark Transformation](https://arxiv.org/abs/2611.09223) -- lead source

### Khmer PFGen-Bench: a judge-free benchmark for open-ended generation in Khmer

- Permalink: https://110010.art/r/5b73277f424a47fd/
- Original: https://arxiv.org/abs/2611.09222
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Khmer PFGen-Bench: Building a Judge-Free Benchmark for Open-Ended Generation in a Low-Resource Language

arXiv:2611.09222v1 Announce Type: new 
Abstract: Benchmarks for open-ended generation often rely on large language model (LLM) judges, whose reliability in low-resource languages is uncertain. We introduce Khmer...

Coverage:
- arXiv cs.CL (2026-11-09): [Khmer PFGen-Bench: Building a Judge-Free Benchmark for Open-Ended Generation in a Low-Resource Language](https://arxiv.org/abs/2611.09222) -- lead source

### Interpretable multifidelity learning with Kolmogorov-Arnold networks for spatiotemporal nuclear reactor flow modeling

- Permalink: https://110010.art/r/6da98a3fd9024f4f/
- Original: https://arxiv.org/abs/2611.08512
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Interpretable Multifidelity Learning with Kolmogorov-Arnold Networks for Spatiotemporal Nuclear Reactor Flow Modeling

arXiv:2611.08512v1 Announce Type: new 
Abstract: High-fidelity computational fluid dynamics (CFD) simulations of nuclear reactor systems are computationally expensive, motivating machine learning methods that reduce...

Coverage:
- arXiv cs.LG (2026-11-09): [Interpretable Multifidelity Learning with Kolmogorov-Arnold Networks for Spatiotemporal Nuclear Reactor Flow Modeling](https://arxiv.org/abs/2611.08512) -- lead source

### How small can we go? calibrating activation-cache compression for SAE training

- Permalink: https://110010.art/r/55a20e76563d490f/
- Original: https://arxiv.org/abs/2611.08551
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: How Small Can We Go? Calibrating Activation-Cache Compression for SAE Training

arXiv:2611.08551v1 Announce Type: new 
Abstract: To train a sparse autoencoder (SAE), you need a massive cache of model activations. We look into the effects that compression has on an SAE in two ways: we keep the...

Coverage:
- arXiv cs.LG (2026-11-09): [How Small Can We Go? Calibrating Activation-Cache Compression for SAE Training](https://arxiv.org/abs/2611.08551) -- lead source

### Higher Order Component Attribution via Learned Surrogates in High Energy Physics

- Permalink: https://110010.art/r/3eb54cdeca9e483f/
- Original: https://arxiv.org/abs/2611.08656
- Source: arXiv cs.LG
- Published: 2026-11-09

arXiv:2611.08656v1 Announce Type: new 
Abstract: Experimental High Energy Physics (HEP) has adopted the transformer architecture for identification of jets, particularly the state-of-the-art Particle Transformer...

Coverage:
- arXiv cs.LG (2026-11-09): [Higher Order Component Attribution via Learned Surrogates in High Energy Physics](https://arxiv.org/abs/2611.08656) -- lead source

### Guardrail erosion in domain fine-tuned large language models; a paired audit of knowledge-centric abstention in biomedical LLMs

- Permalink: https://110010.art/r/edfe2d4ceb424e01/
- Original: https://arxiv.org/abs/2611.08780
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-09
- Original headline: Guardrail Erosion in Domain Fine-Tuned Large Language Models: A Paired Audit of Knowledge-Centric Abstention in Biomedical LLMs

arXiv:2611.08780v1 Announce Type: new 
Abstract: The number of domain fine-tuned models, particularly in the biomedical domain, is rapidly expanding. Fine-tuning promises high-performing models at a fraction of the...

Coverage:
- arXiv cs.CL (2026-11-09): [Guardrail Erosion in Domain Fine-Tuned Large Language Models: A Paired Audit of Knowledge-Centric Abstention in Biomedical LLMs](https://arxiv.org/abs/2611.08780) -- lead source
- arXiv cs.AI (2026-11-10): [Restoring General and Improving Domain-Specific Safety in Fine-Tuned LLMs Without Retraining](https://arxiv.org/abs/2611.10279)

### Generative reconstruction of full-field sensor states for safety-critical digital twins

- Permalink: https://110010.art/r/6570f3b546654306/
- Original: https://arxiv.org/abs/2611.08499
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Generative Reconstruction of Full-Field Sensor States for Safety-Critical Digital Twins

arXiv:2611.08499v1 Announce Type: new 
Abstract: Accurate reconstruction of incomplete sensor fields is critical for state awareness in safety-critical digital twins (DTs). Thermocouples in high-temperature and...

Coverage:
- arXiv cs.LG (2026-11-09): [Generative Reconstruction of Full-Field Sensor States for Safety-Critical Digital Twins](https://arxiv.org/abs/2611.08499) -- lead source

### From procedures to permissions: learning precise subagent authorization from agent skills

- Permalink: https://110010.art/r/7a431a018b1e4ede/
- Original: https://arxiv.org/abs/2611.08905
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: From Procedures to Permissions: Learning Precise Subagent Authorization from Agent Skills

arXiv:2611.08905v1 Announce Type: new 
Abstract: As language agents tackle increasingly complex tasks, they increasingly rely on multiple agents to coordinate specialized work, requiring decisions not only about what...

Coverage:
- arXiv cs.CL (2026-11-09): [From Procedures to Permissions: Learning Precise Subagent Authorization from Agent Skills](https://arxiv.org/abs/2611.08905) -- lead source

### Foundation-model residuals reveal systematic local conditions in urban bus networks; study analyzes cross-city transfer of pretrained trajectory models using NetMob26 data

- Permalink: https://110010.art/r/66f076caf91c4bb4/
- Original: https://arxiv.org/abs/2611.08703
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Foundation-Model Residuals as Signals of Urban Bus Irregularity

arXiv:2611.08703v1 Announce Type: new 
Abstract: Pretrained trajectory models encode mobility patterns learned across cities, but their errors when transferred to a new city are usually treated only as performance...

Coverage:
- arXiv cs.LG (2026-11-09): [Foundation-Model Residuals as Signals of Urban Bus Irregularity](https://arxiv.org/abs/2611.08703) -- lead source

### Forcing a letter suppresses refusal: mechanistic evidence from WMDP

- Permalink: https://110010.art/r/b8091e580c19435c/
- Original: https://arxiv.org/abs/2611.08639
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Forcing a Letter Suppresses Refusal: Mechanistic Evidence from WMDP
- Tags: [Llama](https://110010.art/tags/llama/)

arXiv:2611.08639v1 Announce Type: new 
Abstract: Safety benchmarks for large language models (LLMs) commonly use multiple-choice question (MCQ) format. However, prior studies documented that MCQ format reduces...

Coverage:
- arXiv cs.CL (2026-11-09): [Forcing a Letter Suppresses Refusal: Mechanistic Evidence from WMDP](https://arxiv.org/abs/2611.08639) -- lead source

### FinEvolveKG: Controlled and attributable prompt evolution for financial knowledge graph construction

- Permalink: https://110010.art/r/cd71257bfa604e6e/
- Original: https://arxiv.org/abs/2611.08643
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: FinEvolveKG: Controlled and Attributable Prompt Evolution for Financial Knowledge Graph Construction

arXiv:2611.08643v1 Announce Type: new 
Abstract: Financial institutions construct knowledge graphs (KGs) from shared SEC 10-Ks to serve risk analysis, portfolio management, and investment research, whose analytical...

Coverage:
- arXiv cs.CL (2026-11-09): [FinEvolveKG: Controlled and Attributable Prompt Evolution for Financial Knowledge Graph Construction](https://arxiv.org/abs/2611.08643) -- lead source

### FasterRW: an efficient prior-assisted random walk solver for thermal analysis

- Permalink: https://110010.art/r/75cd7ff72e374ab2/
- Original: https://arxiv.org/abs/2611.08490
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: FasterRW: An Efficient Prior-Assisted Random Walk Solver for Thermal Analysis

arXiv:2611.08490v1 Announce Type: new 
Abstract: Thermal simulation is becoming increasingly critical in modern IC design and manufacturing. Feynman--Kac random walk methods can estimate localized temperatures...

Coverage:
- arXiv cs.LG (2026-11-09): [FasterRW: An Efficient Prior-Assisted Random Walk Solver for Thermal Analysis](https://arxiv.org/abs/2611.08490) -- lead source

### Failure profiling and reachable trajectory selection for reasoning distillation

- Permalink: https://110010.art/r/1b5cd508d0b84481/
- Original: https://arxiv.org/abs/2611.09042
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Failure Profiling and Reachable Trajectory Selection for Reasoning Distillation

arXiv:2611.09042v1 Announce Type: new 
Abstract: Training smaller language models on reasoning solutions generated by a larger teacher model is the prevailing approach for transferring mathematical reasoning...

Coverage:
- arXiv cs.CL (2026-11-09): [Failure Profiling and Reachable Trajectory Selection for Reasoning Distillation](https://arxiv.org/abs/2611.09042) -- lead source

### Evolutionary Adaptive Metric Learning learns instance-dependent local distance metrics for nearest neighbor classification

- Permalink: https://110010.art/r/ab132f8084144a06/
- Original: https://arxiv.org/abs/2611.08549
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Evolutionary Adaptive Metric Learning: A Multi-Objective Framework for Learning Local Distance Functions in Nearest Neighbor Classification

arXiv:2611.08549v1 Announce Type: new 
Abstract: Nearest neighbour classifiers inherit the geometry of their distance function. Fixed distances and globally learned metrics apply the same geometry throughout the...

Coverage:
- arXiv cs.LG (2026-11-09): [Evolutionary Adaptive Metric Learning: A Multi-Objective Framework for Learning Local Distance Functions in Nearest Neighbor Classification](https://arxiv.org/abs/2611.08549) -- lead source

### Entailment-licensed elision reduces LLM output length by trimming tokens during decoding while preserving content better than simple truncation.

- Permalink: https://110010.art/r/4e7836cbc8b34bb7/
- Original: https://arxiv.org/abs/2611.08975
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Beyond Truncation? Entailment-Licensed Elision and the Limits of Semantic Preservation in LLM Decoding

arXiv:2611.08975v1 Announce Type: new 
Abstract: Instruction-tuned large language models (LLMs) answer at greater length than a request needs. We ask whether a training-free controller inside the decoding loop can...

Coverage:
- arXiv cs.CL (2026-11-09): [Beyond Truncation? Entailment-Licensed Elision and the Limits of Semantic Preservation in LLM Decoding](https://arxiv.org/abs/2611.08975) -- lead source

### Emergent low-dimensional topological dynamics constrain optimization trajectories in billion-parameter neural networks

- Permalink: https://110010.art/r/0730bcd5d19f4421/
- Original: https://arxiv.org/abs/2611.08502
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Emergent Low-Dimensional Topological Dynamics Dictate Generalization and Escape Mechanics in Billion-Parameter Neural Networks

arXiv:2611.08502v1 Announce Type: new 
Abstract: The remarkable generalization of modern over-parameterized neural networks defies classical statistical learning bounds. Here we establish that optimization...

Coverage:
- arXiv cs.LG (2026-11-09): [Emergent Low-Dimensional Topological Dynamics Dictate Generalization and Escape Mechanics in Billion-Parameter Neural Networks](https://arxiv.org/abs/2611.08502) -- lead source

### Embedding consistent recurrent neural networks in finite element simulations for path-dependent damage prediction

- Permalink: https://110010.art/r/0a4a8f07dc1846dc/
- Original: https://arxiv.org/abs/2611.08494
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Embedding Consistent Recurrent Neural Networks in Finite Element Simulations for Path-Dependent Damage Prediction

arXiv:2611.08494v1 Announce Type: new 
Abstract: Capturing sheet-metal localisation physics with a trained surrogate inside a finite element (FEM) solver requires the surrogate to deliver consistent predictions...

Coverage:
- arXiv cs.LG (2026-11-09): [Embedding Consistent Recurrent Neural Networks in Finite Element Simulations for Path-Dependent Damage Prediction](https://arxiv.org/abs/2611.08494) -- lead source

### DUET: Dual-Sparse Inference for Block Diffusion Language Models

- Permalink: https://110010.art/r/e8ea6c8aee4a4777/
- Original: https://arxiv.org/abs/2611.09239
- Source: arXiv cs.CL
- Published: 2026-11-09

arXiv:2611.09239v1 Announce Type: new 
Abstract: Diffusion language models (DLMs) enable parallel token generation through iterative denoising, yet their inference remains costly due to repeated attention over a...

Coverage:
- arXiv cs.CL (2026-11-09): [DUET: Dual-Sparse Inference for Block Diffusion Language Models](https://arxiv.org/abs/2611.09239) -- lead source

### Dual-stream LLM-guided reward design for reject-inference-aware reinforcement learning in e-commerce payment fraud detection

- Permalink: https://110010.art/r/b72cd2186af747e0/
- Original: https://arxiv.org/abs/2611.08706
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Dual-Stream LLM-Guided Reward Design for Reject-Inference-Aware Reinforcement Learning in E-Commerce Payment Fraud Detection

arXiv:2611.08706v1 Announce Type: new 
Abstract: Production fraud-detection models learn from a censored slice of their own traffic: transactions a legacy system blocked never receive fraud labels, so models train on...

Coverage:
- arXiv cs.LG (2026-11-09): [Dual-Stream LLM-Guided Reward Design for Reject-Inference-Aware Reinforcement Learning in E-Commerce Payment Fraud Detection](https://arxiv.org/abs/2611.08706) -- lead source

### Does reasoning improve psychological depth in large language models?

- Permalink: https://110010.art/r/b8350137a6ef4010/
- Original: https://arxiv.org/abs/2611.09061
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-09
- Original headline: Does Reasoning Improve Psychological Depth in Large Language Models?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

arXiv:2611.09061v1 Announce Type: new 
Abstract: Benchmark gains from reasoning-enhanced large language models encourage the assumption that these models should broadly perform better on complex generative tasks, but...

Coverage:
- arXiv cs.CL (2026-11-09): [Does Reasoning Improve Psychological Depth in Large Language Models?](https://arxiv.org/abs/2611.09061) -- lead source
- arXiv cs.CL (2026-11-10): [Prove What You Can: Hybrid Neurosymbolic Reasoning for Logical Natural Language Inference](https://arxiv.org/abs/2611.10319)
- arXiv cs.AI (2026-11-11): [Tracing Psychometric Inference in Large Language Models](https://arxiv.org/abs/2611.12937)
- arXiv cs.CL (2026-11-11): [What drives the emergence of symbolic mechanisms in large language models?](https://arxiv.org/abs/2611.13270)

### Does country matter? Evaluating geographic sensitivity of large language models in zero-shot CKD screening

- Permalink: https://110010.art/r/cf08f210dc374fd7/
- Original: https://arxiv.org/abs/2611.08507
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Does Country Matter? Evaluating Geographic Sensitivity of Large Language Models in Zero-Shot Chronic Kidney Disease Screening

arXiv:2611.08507v1 Announce Type: new 
Abstract: Large language models (LLMs) show strong zero-shot reasoning capabilities, yet their sensitivity to prompt context raises questions about reliability in deployment....

Coverage:
- arXiv cs.LG (2026-11-09): [Does Country Matter? Evaluating Geographic Sensitivity of Large Language Models in Zero-Shot Chronic Kidney Disease Screening](https://arxiv.org/abs/2611.08507) -- lead source

### Does a trading policy need to know what it trades? Microstructure invariance and zero-shot transfer of execution policies

- Permalink: https://110010.art/r/31b5f28997cc42ea/
- Original: https://arxiv.org/abs/2611.08701
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Does a Trading Policy Need to Know What It Trades? Microstructure Invariance and Zero-Shot Transfer of Execution Policies

arXiv:2611.08701v1 Announce Type: new 
Abstract: Execution algorithms are calibrated asset by asset, because the queues, trade rates and bid-ask spreads they face differ by orders of magnitude across assets. For...

Coverage:
- arXiv cs.LG (2026-11-09): [Does a Trading Policy Need to Know What It Trades? Microstructure Invariance and Zero-Shot Transfer of Execution Policies](https://arxiv.org/abs/2611.08701) -- lead source

### Differentially private linear regression in batch and continual observation settings

- Permalink: https://110010.art/r/8de6d800645b4ebb/
- Original: https://arxiv.org/abs/2611.08737
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: On Differentially Private Mechanisms for Linear Regression

arXiv:2611.08737v1 Announce Type: new 
Abstract: We study the classic least-squares linear regression problem under differential privacy (DP) in the batch and the continual observation setting. In the latter setting,...

Coverage:
- arXiv cs.LG (2026-11-09): [On Differentially Private Mechanisms for Linear Regression](https://arxiv.org/abs/2611.08737) -- lead source

### Contextuality and contradictions in real-world identifications of AI-generated writing

- Permalink: https://110010.art/r/cb8ec251246b4282/
- Original: https://arxiv.org/abs/2611.08704
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Contextuality and Contradictions: Exploring Real-World Identifications of AI-Generated Writing

arXiv:2611.08704v1 Announce Type: new 
Abstract: As AI-generated content spreads into nearly every domain of human interaction, practices and discourses of AI detection, both formal and informal, have become an...

Coverage:
- arXiv cs.CL (2026-11-09): [Contextuality and Contradictions: Exploring Real-World Identifications of AI-Generated Writing](https://arxiv.org/abs/2611.08704) -- lead source

### Compression of emotion in language model representations

- Permalink: https://110010.art/r/1a60a6e3ebf043c3/
- Original: https://arxiv.org/abs/2611.08683
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: Compression of Emotion in Language Model Representations

arXiv:2611.08683v1 Announce Type: new 
Abstract: Large language models (LLMs) have been evaluated on their ability to identify emotions expressed in text and produce fluent emotional language. However, output...

Coverage:
- arXiv cs.CL (2026-11-09): [Compression of Emotion in Language Model Representations](https://arxiv.org/abs/2611.08683) -- lead source

### Calibrated concept profiles: making the reading of a model's neurons a measurement

- Permalink: https://110010.art/r/3c440e2871db48dd/
- Original: https://arxiv.org/abs/2611.09196
- Source: arXiv cs.CL
- Published: 2026-11-09

arXiv:2611.09196v1 Announce Type: new 
Abstract: Interpretability has largely moved from reading a model's neurons directly to reading a second model trained on the first: a probe, a sparse autoencoder, a crosscoder....

Coverage:
- arXiv cs.CL (2026-11-09): [Calibrated concept profiles: making the reading of a model's neurons a measurement](https://arxiv.org/abs/2611.09196) -- lead source

### Benchmarking machine learning for chaotic three-body dynamics in astrophysics

- Permalink: https://110010.art/r/9b540d6799c24e0d/
- Original: https://arxiv.org/abs/2611.08634
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Benchmarking Machine Learning for Chaotic Three-Body Dynamics in Astrophysics

arXiv:2611.08634v1 Announce Type: new 
Abstract: Machine learning (ML) and generative AI have recently made impressive progress in understanding physics. We explore a hierarchy of prediction problems stemming from...

Coverage:
- arXiv cs.LG (2026-11-09): [Benchmarking Machine Learning for Chaotic Three-Body Dynamics in Astrophysics](https://arxiv.org/abs/2611.08634) -- lead source

### An educated guess: deriving statistically aligned gradient estimates for zeroth-order optimisation

- Permalink: https://110010.art/r/21091f5b80824835/
- Original: https://arxiv.org/abs/2611.08712
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: An Educated Guess: Deriving Statistically Aligned Gradient Estimates for Zeroth-Order Optimisation

arXiv:2611.08712v1 Announce Type: new 
Abstract: As novel hardware architectures are explored for the purposes of machine learning, including neuromorphic chips, asynchronous systems, and ASICs, effective learning...

Coverage:
- arXiv cs.LG (2026-11-09): [An Educated Guess: Deriving Statistically Aligned Gradient Estimates for Zeroth-Order Optimisation](https://arxiv.org/abs/2611.08712) -- lead source

### AlienBench: a benchmark of structural novelty in language model outputs

- Permalink: https://110010.art/r/fddc789faddc473d/
- Original: https://arxiv.org/abs/2611.09094
- Source: arXiv cs.CL
- Published: 2026-11-09
- Original headline: AlienBench: A Benchmark of Structural Novelty in Language Model Outputs

arXiv:2611.09094v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used for creative tasks such as writing, design, and idea generation. For these uses, it matters whether a model's ideas...

Coverage:
- arXiv cs.CL (2026-11-09): [AlienBench: A Benchmark of Structural Novelty in Language Model Outputs](https://arxiv.org/abs/2611.09094) -- lead source

### Adaptive depth aggregation in graph transformers for long-range graph reasoning

- Permalink: https://110010.art/r/45dd1c36837f4e15/
- Original: https://arxiv.org/abs/2611.08500
- Source: arXiv cs.LG
- Published: 2026-11-09
- Original headline: Adaptive Depth Aggregation in Graph Transformers for Long-Range Graph Reasoning

arXiv:2611.08500v1 Announce Type: new 
Abstract: Graph Transformers improve long-range node-to-node communication through global or structure-aware interactions. However, improving cross-node communication does not...

Coverage:
- arXiv cs.LG (2026-11-09): [Adaptive Depth Aggregation in Graph Transformers for Long-Range Graph Reasoning](https://arxiv.org/abs/2611.08500) -- lead source

### How to predict the behavior of molecules from scant data

- Permalink: https://110010.art/r/97b248fe63d64cf8/
- Original: https://news.mit.edu/2026/how-to-predict-molecule-behavior-with-scant-data-1106
- Source: MIT News (AI)
- Published: 2026-11-06

Like a chameleon changing colors, CheMeleon adapts a single pre-trained model to predict many different molecular properties, such as potency (pEC50), toxicity (LD50), and solubility (logS). The MIT-developed model...

Coverage:
- MIT News (AI) (2026-11-06): [How to predict the behavior of molecules from scant data](https://news.mit.edu/2026/how-to-predict-molecule-behavior-with-scant-data-1106) -- lead source

### When verification is not agreement: cross-agent LLM-to-Dafny formalization

- Permalink: https://110010.art/r/2d279d6f80a24cd5/
- Original: https://arxiv.org/abs/2611.07073
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: When Verification Is Not Agreement: Cross-Agent LLM-to-Dafny Formalization

arXiv:2611.07073v1 Announce Type: new 
Abstract: A verified Dafny postcondition certifies that a formula holds, but it does not guarantee that the result was reached through genuine independent reasoning. We...

Coverage:
- arXiv cs.AI (2026-11-06): [When Verification Is Not Agreement: Cross-Agent LLM-to-Dafny Formalization](https://arxiv.org/abs/2611.07073) -- lead source

### When to ask, when to answer: strategic clarification for ambiguous reference resolution in dialogue

- Permalink: https://110010.art/r/73e2cbc51d764644/
- Original: https://arxiv.org/abs/2611.05517
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: When to Ask, When to Answer: Strategic Clarification for Ambiguous Reference Resolution in Dialogue

arXiv:2611.05517v1 Announce Type: new 
Abstract: For humans, referential disambiguation is a collaborative process involving clarification questions asked when they will meaningfully change the outcome. However,...

Coverage:
- arXiv cs.CL (2026-11-06): [When to Ask, When to Answer: Strategic Clarification for Ambiguous Reference Resolution in Dialogue](https://arxiv.org/abs/2611.05517) -- lead source

### When every choice is correct: a causal study of numerical preference in language models

- Permalink: https://110010.art/r/2e95fd59691d4969/
- Original: https://arxiv.org/abs/2611.06025
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: When Every Choice Is Correct: A Causal Study of Numerical Preference in Language Models

arXiv:2611.06025v1 Announce Type: new 
Abstract: When a language model chooses a number between 1 and 30, every integer in the range is valid, yet the model can favor particular answers. We use numerical choice to...

Coverage:
- arXiv cs.CL (2026-11-06): [When Every Choice Is Correct: A Causal Study of Numerical Preference in Language Models](https://arxiv.org/abs/2611.06025) -- lead source

### When does better confidence improve a knowledge-graph audit?

- Permalink: https://110010.art/r/eae8df846881452b/
- Original: https://arxiv.org/abs/2611.05877
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: When Does Better Confidence Improve a Knowledge-Graph Audit?

arXiv:2611.05877v1 Announce Type: new 
Abstract: Confidence estimates guide human review in LLM-built knowledge graphs, but better error prediction can yield little improvement in an audit. We study this gap through...

Coverage:
- arXiv cs.CL (2026-11-06): [When Does Better Confidence Improve a Knowledge-Graph Audit?](https://arxiv.org/abs/2611.05877) -- lead source

### Uncertainty calibration in Bayesian M/EEG source imaging via simulation-based uncertainty quantification and calibration of empirical Bayesian inverse methods; BMN, sLORETA, and SBL compared

- Permalink: https://110010.art/r/57c29791ff154038/
- Original: https://arxiv.org/abs/2611.06979
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Uncertainty calibration in Bayesian M/EEG source imaging

arXiv:2611.06979v1 Announce Type: new 
Abstract: M/EEG source imaging requires accurate localization and reliable uncertainty estimates, yet posterior credible regions are rarely assessed for empirical calibration....

Coverage:
- arXiv cs.LG (2026-11-06): [Uncertainty calibration in Bayesian M/EEG source imaging](https://arxiv.org/abs/2611.06979) -- lead source

### Two-Ledger Model enables transaction-grain cost accounting for multi-agent AI systems across clouds, models, and systems of record

- Permalink: https://110010.art/r/6b0e1781f6e44d81/
- Original: https://arxiv.org/abs/2611.06989
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: The Two-Ledger Model: Transaction-Grain Cost Accounting for Multi-Agent AI Systems Across Clouds, Models, and Systems of Record

arXiv:2611.06989v1 Announce Type: new 
Abstract: Enterprises run business transactions through multi-agent AI systems spanning clouds, large language models (LLMs), orchestration harnesses, and systems of record....

Coverage:
- arXiv cs.AI (2026-11-06): [The Two-Ledger Model: Transaction-Grain Cost Accounting for Multi-Agent AI Systems Across Clouds, Models, and Systems of Record](https://arxiv.org/abs/2611.06989) -- lead source

### TrustMix: enabling graceful degradation for pretrained models under distribution shift

- Permalink: https://110010.art/r/812676118e9a4958/
- Original: https://arxiv.org/abs/2611.07206
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: TrustMix: Graceful Degradation for Pretrained Models under Distribution Shift

arXiv:2611.07206v1 Announce Type: new 
Abstract: Predicting beyond the training domain necessarily requires assumptions about how the ground truth extrapolates, yet in most neural networks these assumptions are made...

Coverage:
- arXiv cs.LG (2026-11-06): [TrustMix: Graceful Degradation for Pretrained Models under Distribution Shift](https://arxiv.org/abs/2611.07206) -- lead source

### Trust Responsive Runtime Authorization for agentic AI characterized by empirical assessment of policy behavior and parameter sensitivity

- Permalink: https://110010.art/r/c636a2b18cdd4c62/
- Original: https://arxiv.org/abs/2611.06996
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Trust Responsive Runtime Authorization for Agentic AI with Empirical Characterization of Policy Behavior and Parameter Sensitivity

arXiv:2611.06996v1 Announce Type: new 
Abstract: The policy that converts runtime estimates of an autonomous agent's condition into operational authority is rarely specified or measured. We empirically characterize...

Coverage:
- arXiv cs.AI (2026-11-06): [Trust Responsive Runtime Authorization for Agentic AI with Empirical Characterization of Policy Behavior and Parameter Sensitivity](https://arxiv.org/abs/2611.06996) -- lead source

### Teaching agents the “Principle,” not the “Reward”

- Permalink: https://110010.art/r/7559b83b4efa4a57/
- Original: https://arxiv.org/abs/2611.07130
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Teaching Agents the "Principle", Not the "Reward"

arXiv:2611.07130v1 Announce Type: new 
Abstract: Reinforcement learning has achieved strong performance in many tasks by letting agents learn from nothing more than a reward signal. However, in more complex tasks,...

Coverage:
- arXiv cs.LG (2026-11-06): [Teaching Agents the "Principle", Not the "Reward"](https://arxiv.org/abs/2611.07130) -- lead source

### Synthesizing symbolic models of human and machine reasoning at scale

- Permalink: https://110010.art/r/b0fce5bfd5ff41e8/
- Original: https://arxiv.org/abs/2611.07088
- Source: arXiv cs.AI
- Published: 2026-11-06

arXiv:2611.07088v1 Announce Type: new 
Abstract: Symbolic models offer a powerful account of cognition, but their scope has historically been limited by the need for hand-engineering and computational tractability....

Coverage:
- arXiv cs.AI (2026-11-06): [Synthesizing symbolic models of human and machine reasoning at scale](https://arxiv.org/abs/2611.07088) -- lead source

### Survey of nonlinear filtering methods for data assimilation and advances in generative AI-enabled score filters

- Permalink: https://110010.art/r/05bdb014e533478f/
- Original: https://arxiv.org/abs/2611.07160
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: A Survey of Nonlinear Filtering Methods for Data Assimilation and Recent Advances in Generative AI-Enabled Score Filters

arXiv:2611.07160v1 Announce Type: new 
Abstract: Many real-world applications, such as numerical weather prediction or wildfire tracking, involve modeling highly nonlinear dynamical systems that are chaotic and...

Coverage:
- arXiv cs.LG (2026-11-06): [A Survey of Nonlinear Filtering Methods for Data Assimilation and Recent Advances in Generative AI-Enabled Score Filters](https://arxiv.org/abs/2611.07160) -- lead source

### Structured Machine Theory of Mind from agent trajectories

- Permalink: https://110010.art/r/012fc0221ddc4790/
- Original: https://arxiv.org/abs/2611.07208
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Structured Machine Theory of Mind from Agent Trajectories

arXiv:2611.07208v1 Announce Type: new 
Abstract: Predictive models of human behavior trained on large-scale trajectory data optimize for statistical accuracy without representing the mental states that causally...

Coverage:
- arXiv cs.LG (2026-11-06): [Structured Machine Theory of Mind from Agent Trajectories](https://arxiv.org/abs/2611.07208) -- lead source

### Structural conditional independence test via neural quantile resolution

- Permalink: https://110010.art/r/7297a9604e5549fb/
- Original: https://arxiv.org/abs/2611.07165
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Structural Conditional Independence Test via Neural Quantile Resolution

arXiv:2611.07165v1 Announce Type: new 
Abstract: Conditional independence testing is difficult when dependence is weak, localized, or expressed through distributional changes rather than a global mean shift. Existing...

Coverage:
- arXiv cs.LG (2026-11-06): [Structural Conditional Independence Test via Neural Quantile Resolution](https://arxiv.org/abs/2611.07165) -- lead source

### Stochastic dynamics of generative AI: from autoregressive models to interacting LLM networks and neural SDEs

- Permalink: https://110010.art/r/518343a8790d4eb2/
- Original: https://arxiv.org/abs/2611.07065
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Stochastic Dynamics of Generative AI: From Autoregressive Models to Interacting LLM Networks and Neural SDEs

arXiv:2611.07065v1 Announce Type: new 
Abstract: This paper develops a stochastic dynamical-systems perspective on three classes of generative AI models. First, we formulate large language models (LLMs) as...

Coverage:
- arXiv cs.LG (2026-11-06): [Stochastic Dynamics of Generative AI: From Autoregressive Models to Interacting LLM Networks and Neural SDEs](https://arxiv.org/abs/2611.07065) -- lead source

### Server-Side Sparse Assignment for Federated Mixture-of-Experts

- Permalink: https://110010.art/r/567085cb16944939/
- Original: https://arxiv.org/abs/2611.07093
- Source: arXiv cs.LG
- Published: 2026-11-06

arXiv:2611.07093v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly recognized for their remarkable capabilities; federated learning (FL) offers a promising framework for collaboratively...

Coverage:
- arXiv cs.LG (2026-11-06): [Server-Side Sparse Assignment for Federated Mixture-of-Experts](https://arxiv.org/abs/2611.07093) -- lead source

### Scalable Bayesian Gaussian Process Classification for cancer histopathology: calibrated uncertainty under distribution shift

- Permalink: https://110010.art/r/63f8fa265df3471e/
- Original: https://arxiv.org/abs/2611.07127
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Scalable Bayesian Gaussian Process Classification for Cancer Histopathology: Calibrated Uncertainty Under Distribution Shift

arXiv:2611.07127v1 Announce Type: new 
Abstract: Reliable uncertainty quantification is essential for clinical deployment of cancer diagnosis models, yet neural networks and variational Gaussian process methods can...

Coverage:
- arXiv cs.LG (2026-11-06): [Scalable Bayesian Gaussian Process Classification for Cancer Histopathology: Calibrated Uncertainty Under Distribution Shift](https://arxiv.org/abs/2611.07127) -- lead source

### SAVeR$^2$: reasoning-based safety alignment for large reasoning models via verifiable rewards

- Permalink: https://110010.art/r/c16179b3bc414834/
- Original: https://arxiv.org/abs/2611.07482
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards

arXiv:2611.07482v1 Announce Type: new 
Abstract: Large Reasoning Models (LRMs) have achieved impressive performance via explicit Chain-of-Thought (CoT) reasoning, yet this process introduces critical safety risks. We...

Coverage:
- arXiv cs.AI (2026-11-06): [SAVeR$^2$: Reasoning-based Safety Alignment for Large Reasoning Models via Verifiable Rewards](https://arxiv.org/abs/2611.07482) -- lead source

### Same origin, different verdicts: text production conditions confound machine-generated text detection in Russian

- Permalink: https://110010.art/r/b0a944336d124576/
- Original: https://arxiv.org/abs/2611.05385
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Same Origin, Different Verdicts: Text Production Conditions Confound Machine-Generated Text Detection in Russian

arXiv:2611.05385v1 Announce Type: new 
Abstract: Automated detection of machine-generated text is applied where the verdict carries a cost for the author, yet origin is a property of the production process, not an...

Coverage:
- arXiv cs.CL (2026-11-06): [Same Origin, Different Verdicts: Text Production Conditions Confound Machine-Generated Text Detection in Russian](https://arxiv.org/abs/2611.05385) -- lead source

### Robust stream classification using time neutralising decision trees

- Permalink: https://110010.art/r/3913744dd2ee4bc9/
- Original: https://arxiv.org/abs/2611.06991
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Robust Stream Classification using Time Neutralising Decision Trees

arXiv:2611.06991v1 Announce Type: new 
Abstract: Data Streams are characterised as a potentially infinite source of data subject to non-stationarity. This non-stationarity, also called Concept Drift, often results in...

Coverage:
- arXiv cs.LG (2026-11-06): [Robust Stream Classification using Time Neutralising Decision Trees](https://arxiv.org/abs/2611.06991) -- lead source

### Robust ranking of port impacts from impending tropical cyclones using a two-stage recommendation system

- Permalink: https://110010.art/r/a6ae702ba7cf4c9b/
- Original: https://arxiv.org/abs/2611.07296
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Robust Ranking of Port Impacts from Impending Tropical Cyclones: A Two-Stage Recommendation System

arXiv:2611.07296v1 Announce Type: new 
Abstract: When a tropical cyclone (TC) threatens several ports, preparedness planning depends on anticipating which ports are likely to be affected and where disruptions may...

Coverage:
- arXiv cs.AI (2026-11-06): [Robust Ranking of Port Impacts from Impending Tropical Cyclones: A Two-Stage Recommendation System](https://arxiv.org/abs/2611.07296) -- lead source

### Resource-efficient reinforcement learning post-training through elastic expert parallelism

- Permalink: https://110010.art/r/d6f7297b720846f0/
- Original: https://arxiv.org/abs/2611.06984
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Resource-Efficient Reinforcement Learning Post-Training through Elastic Expert Parallelism

arXiv:2611.06984v1 Announce Type: new 
Abstract: Reinforcement learning post-training improves the capabilities of large language models, but generating training responses is a major computational bottleneck. In...

Coverage:
- arXiv cs.AI (2026-11-06): [Resource-Efficient Reinforcement Learning Post-Training through Elastic Expert Parallelism](https://arxiv.org/abs/2611.06984) -- lead source

### Regulating autonomous mobility-on-demand operators with fixed and adaptive penalties; a multi-agent reinforcement learning approach

- Permalink: https://110010.art/r/cd7f9e5255454184/
- Original: https://arxiv.org/abs/2611.07122
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Regulating Autonomous Mobility-on-Demand Operators with Fixed and Adaptive Penalties: A Multi-Agent Reinforcement Learning Approach

arXiv:2611.07122v1 Announce Type: new 
Abstract: Profit-maximizing Autonomous Mobility-on-Demand (AMoD) operators may exploit consumer surplus through excessive prices and underserve less profitable regions by...

Coverage:
- arXiv cs.LG (2026-11-06): [Regulating Autonomous Mobility-on-Demand Operators with Fixed and Adaptive Penalties: A Multi-Agent Reinforcement Learning Approach](https://arxiv.org/abs/2611.07122) -- lead source

### RAGCompass: generalizable retriever routing via reranking

- Permalink: https://110010.art/r/74ab740c346d4b02/
- Original: https://arxiv.org/abs/2611.05596
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: RAGCompass: Generalizable Retriever Routing via Reranking

arXiv:2611.05596v1 Announce Type: new 
Abstract: Different retrievers exist for retrieval-augmented generation, yet none performs best for all queries. Therefore, the key question is: given a query and retrieved...

Coverage:
- arXiv cs.CL (2026-11-06): [RAGCompass: Generalizable Retriever Routing via Reranking](https://arxiv.org/abs/2611.05596) -- lead source

### PromptOps: Iterative prompt optimization for LLM-as-a-judge systems

- Permalink: https://110010.art/r/419a873743564768/
- Original: https://arxiv.org/abs/2611.07123
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: PromptOps: Iterative Prompt Optimization for LLM-as-a-Judge Systems

arXiv:2611.07123v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used as automated judges for evaluating the behavior of chatbots and other AI systems. In deployment, however, their...

Coverage:
- arXiv cs.AI (2026-11-06): [PromptOps: Iterative Prompt Optimization for LLM-as-a-Judge Systems](https://arxiv.org/abs/2611.07123) -- lead source

### Power as a bridge between information-theoretic empowerment and capability-based human power in AI safety

- Permalink: https://110010.art/r/89a61186056c49ba/
- Original: https://arxiv.org/abs/2611.07247
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Goal Revelation as a Bridge Between Information-Theoretic Empowerment and Capability-Based Human Power

arXiv:2611.07247v1 Announce Type: new 
Abstract: Power matters for AI safety. Optimal agents tend to acquire power across a wide range of objectives (instrumental convergence). As we embed AI agents into...

Coverage:
- arXiv cs.AI (2026-11-06): [Goal Revelation as a Bridge Between Information-Theoretic Empowerment and Capability-Based Human Power](https://arxiv.org/abs/2611.07247) -- lead source

### PinyinBench evaluates phonological knowledge of Chinese characters across 17 language models using behavioral evaluation, probing, and activation steering

- Permalink: https://110010.art/r/82d3c6b6bb1a423c/
- Original: https://arxiv.org/abs/2611.05803
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Phonological Knowledge of Chinese Characters in Language Models

arXiv:2611.05803v1 Announce Type: new 
Abstract: How much phonological knowledge do language models (LMs) possess about Chinese characters, and how is this knowledge represented and used? We introduce PinyinBench, a...

Coverage:
- arXiv cs.CL (2026-11-06): [Phonological Knowledge of Chinese Characters in Language Models](https://arxiv.org/abs/2611.05803) -- lead source

### Optimistic Hedge in general-sum games has polylogarithmic regret in horizon T under a fixed learning rate for all players.

- Permalink: https://110010.art/r/912e588a55594bd9/
- Original: https://arxiv.org/abs/2611.07078
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Optimistic Hedge in General-Sum Games: Fundamental Limits and Regret Bounds via Temporal Approximation

arXiv:2611.07078v1 Announce Type: new 
Abstract: Optimistic Hedge, a multiplicative weight update with one step of extrapolation, is one of the most natural regret-minimizing dynamics for games, and characterizing...

Coverage:
- arXiv cs.LG (2026-11-06): [Optimistic Hedge in General-Sum Games: Fundamental Limits and Regret Bounds via Temporal Approximation](https://arxiv.org/abs/2611.07078) -- lead source

### Meta-Frieren: a two-stage online optimization framework with a UCB-style meta-level selection for maximizing cumulative rewards

- Permalink: https://110010.art/r/b3c416ddea154ba0/
- Original: https://arxiv.org/abs/2611.07169
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Meta-Frieren: Beyond Single Level Online Learning
- Tags: [Meta](https://110010.art/tags/meta/)

arXiv:2611.07169v1 Announce Type: new 
Abstract: We study a two-stage online optimization problem: at each round, a meta-learner first selects an agent-environment pair, then the chosen agent interacts with the...

Coverage:
- arXiv cs.LG (2026-11-06): [Meta-Frieren: Beyond Single Level Online Learning](https://arxiv.org/abs/2611.07169) -- lead source

### Mechanistic shaping: shaping models through their internal representations during training; aims to ensure expressions and reliance on concepts align with specified rules

- Permalink: https://110010.art/r/6ed9b01162624b5a/
- Original: https://arxiv.org/abs/2611.07071
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Shaping & Monitoring Models through their Internal Representations

arXiv:2611.07071v1 Announce Type: new 
Abstract: We propose Mechanistic Shaping, a unified framework for shaping models through their internal representations. Mechanistic Shaping is applied during training so that...

Coverage:
- arXiv cs.LG (2026-11-06): [Shaping & Monitoring Models through their Internal Representations](https://arxiv.org/abs/2611.07071) -- lead source

### Matching the training-time weight rule in inference-time expert deactivation

- Permalink: https://110010.art/r/df044ea90e474f7b/
- Original: https://arxiv.org/abs/2611.05804
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Matching the Training-Time Weight Rule in Inference-Time Expert Deactivation

arXiv:2611.05804v1 Announce Type: new 
Abstract: Expert deactivation at inference time changes both token routing and expert weights, and its effect on performance depends on how these changes are implemented. We...

Coverage:
- arXiv cs.CL (2026-11-06): [Matching the Training-Time Weight Rule in Inference-Time Expert Deactivation](https://arxiv.org/abs/2611.05804) -- lead source

### Machine learning models predicting live birth after IVF/ICSI from routine clinical data: a systematic review and meta-analysis

- Permalink: https://110010.art/r/3f5ba92886cb4490/
- Original: https://arxiv.org/abs/2611.07124
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Machine Learning for Live-Birth Prediction After IVF/ICSI From Structured Clinical Data: A Systematic Review, Meta-Analysis, and Critical Appraisal

arXiv:2611.07124v1 Announce Type: new 
Abstract: Machine-learning models predicting live birth after in vitro fertilisation (IVF) or intracytoplasmic sperm injection (ICSI) from routine clinical data report...

Coverage:
- arXiv cs.LG (2026-11-06): [Machine Learning for Live-Birth Prediction After IVF/ICSI From Structured Clinical Data: A Systematic Review, Meta-Analysis, and Critical Appraisal](https://arxiv.org/abs/2611.07124) -- lead source

### Low-RAM: Low-Rank keys and amortised values for composable KV cache compression at test-time

- Permalink: https://110010.art/r/596c4ec6e35f4288/
- Original: https://arxiv.org/abs/2611.07025
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: LowRAM: Low-Rank Keys and Amortised Values for Composable KV Cache Compression at Test-Time

arXiv:2611.07025v1 Announce Type: new 
Abstract: Autoregressive decoding relies on the KV cache, whose memory footprint grows linearly with context length and caps batch size and throughput. Existing post-training...

Coverage:
- arXiv cs.LG (2026-11-06): [LowRAM: Low-Rank Keys and Amortised Values for Composable KV Cache Compression at Test-Time](https://arxiv.org/abs/2611.07025) -- lead source

### Learning when human decisions matter: executor-relative consultation value for LLM agents

- Permalink: https://110010.art/r/f0de74f45a4b4524/
- Original: https://arxiv.org/abs/2611.05814
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Learning When Human Decisions Matter: Executor-Relative Consultation Value for LLM Agents

arXiv:2611.05814v1 Announce Type: new 
Abstract: Large language models increasingly automate complex tasks, but human decision capacity does not scale with their capabilities. In many applications, humans remain...

Coverage:
- arXiv cs.CL (2026-11-06): [Learning When Human Decisions Matter: Executor-Relative Consultation Value for LLM Agents](https://arxiv.org/abs/2611.05814) -- lead source

### KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for liability adjudication tasks

- Permalink: https://110010.art/r/1172f035b13d4fec/
- Original: https://arxiv.org/abs/2611.06972
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Tasks

arXiv:2611.06972v1 Announce Type: new 
Abstract: Liability adjudication tasks (e.g., legal charge determination) require analyzing event descriptions against domain-specific skills to determine whether a party should...

Coverage:
- arXiv cs.AI (2026-11-06): [KDASO: Knowledge-Data Dual-Driven Automated Skill Optimization for Liability Adjudication Tasks](https://arxiv.org/abs/2611.06972) -- lead source

### Information-matched auditing of conversational emotion-shift forecasting: a leakage-safe evaluation protocol

- Permalink: https://110010.art/r/185ff47d56084e4e/
- Original: https://arxiv.org/abs/2611.05895
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Information-Matched Auditing of Conversational Emotion-Shift Forecasting: A Leakage-Safe Evaluation Protocol

arXiv:2611.05895v1 Announce Type: new 
Abstract: Comparisons in conversational emotion-shift forecasting are easily distorted when a learned model receives rich features but its transition baseline is given a noisy...

Coverage:
- arXiv cs.CL (2026-11-06): [Information-Matched Auditing of Conversational Emotion-Shift Forecasting: A Leakage-Safe Evaluation Protocol](https://arxiv.org/abs/2611.05895) -- lead source
- arXiv cs.CL (2026-11-06): [Selective, Risk-Controlled Emotion Forecasting in Conversation: From a Persistence Barrier to Departure Detection with Conformal Guarantees](https://arxiv.org/abs/2611.05896)

### Human-like cross-language generalisation in deep neural speaker embeddings and its acoustic foundations

- Permalink: https://110010.art/r/63edd203349244bf/
- Original: https://arxiv.org/abs/2611.05384
- Source: arXiv cs.CL
- Published: 2026-11-06

arXiv:2611.05384v1 Announce Type: new 
Abstract: Generalisability is a central question for deep neural networks, including the cross-language generalisation of speaker embeddings. This study examined whether deep...

Coverage:
- arXiv cs.CL (2026-11-06): [Human-like cross-language generalisation in deep neural speaker embeddings and its acoustic foundations](https://arxiv.org/abs/2611.05384) -- lead source

### Holistic parallel supervision for expressive speech-to-speech translation

- Permalink: https://110010.art/r/ec39dbe7c22f4f35/
- Original: https://arxiv.org/abs/2611.06010
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Holistic Parallel Supervision for Expressive Speech to Speech Translation

arXiv:2611.06010v1 Announce Type: new 
Abstract: Expressiveness is central to speech-to-speech translation (S2ST), yet existing datasets rarely align source and target speech jointly in content, prosody, timing, and...

Coverage:
- arXiv cs.CL (2026-11-06): [Holistic Parallel Supervision for Expressive Speech to Speech Translation](https://arxiv.org/abs/2611.06010) -- lead source

### Graph learning-assisted logic-based Benders decomposition for distributionally robust in-station train rescheduling under disruptions

- Permalink: https://110010.art/r/c003fd8b80ef41df/
- Original: https://arxiv.org/abs/2611.07520
- Source: arXiv cs.AI
- Published: 2026-11-06

arXiv:2611.07520v1 Announce Type: new 
Abstract: Uncertainty in resource reopening times complicates train holding and rerouting decisions when resource closures coincide with arrival delays and processing-time...

Coverage:
- arXiv cs.AI (2026-11-06): [Graph learning-assisted logic-based Benders decomposition for distributionally robust in-station train rescheduling under disruptions](https://arxiv.org/abs/2611.07520) -- lead source

### Goal-Branching LaCAM uses temporary goals as search branches in dense multi-agent pathfinding

- Permalink: https://110010.art/r/ca8088d494b842d2/
- Original: https://arxiv.org/abs/2611.07528
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Goal-Branching LaCAM: Temporary Goals as Search Branches in Dense Multi-Agent Pathfinding

arXiv:2611.07528v1 Announce Type: new 
Abstract: LaCAM is a search-based solver for multi-agent pathfinding (MAPF) that runs a depth-first search over joint configurations, using PIBT to generate successors and...

Coverage:
- arXiv cs.AI (2026-11-06): [Goal-Branching LaCAM: Temporary Goals as Search Branches in Dense Multi-Agent Pathfinding](https://arxiv.org/abs/2611.07528) -- lead source

### Formalizing inverse problems with AI: AutoIP autoformalizes linear regularization theory in Lean, with machine-checked proofs and AI-assisted formalization

- Permalink: https://110010.art/r/cc6b5bb268f8464a/
- Original: https://arxiv.org/abs/2611.06962
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Formalizing inverse problems in the age of AI: possibilities, pitfalls, and an invitation

arXiv:2611.06962v1 Announce Type: new 
Abstract: Proof assistants such as Lean check mathematical proofs down to the axioms, and AI agents have recently made writing such proofs cheap. We describe AutoIP, a Lean...

Coverage:
- arXiv cs.AI (2026-11-06): [Formalizing inverse problems in the age of AI: possibilities, pitfalls, and an invitation](https://arxiv.org/abs/2611.06962) -- lead source

### FlashOffloading: low-latency KV cache offloading for long-context LLM serving

- Permalink: https://110010.art/r/83900a6b89184379/
- Original: https://arxiv.org/abs/2611.07542
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: FlashOffloading: Low-Latency KV Cache Offloading for Long-Context LLM Serving

arXiv:2611.07542v1 Announce Type: new 
Abstract: In large language model (LLM) serving systems, the key-value (KV) cache grows linearly with sequence length and concurrency, so long-context inference easily hits the...

Coverage:
- arXiv cs.AI (2026-11-06): [FlashOffloading: Low-Latency KV Cache Offloading for Long-Context LLM Serving](https://arxiv.org/abs/2611.07542) -- lead source

### Finite-time convergence and regret guarantees for neural reinforcement learning in POMDPs

- Permalink: https://110010.art/r/d4e6426b8fa04a76/
- Original: https://arxiv.org/abs/2611.07069
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Finite-Time Convergence and Regret Guarantees for Neural Reinforcement Learning in POMDPs

arXiv:2611.07069v1 Announce Type: new 
Abstract: Reinforcement learning (RL) in Partially Observable Markov Decision Processes (POMDPs) is computationally challenging due to the curse of long-range dependence on...

Coverage:
- arXiv cs.LG (2026-11-06): [Finite-Time Convergence and Regret Guarantees for Neural Reinforcement Learning in POMDPs](https://arxiv.org/abs/2611.07069) -- lead source

### FINCOSMOS: an open-world evaluation paradigm for agents in finance

- Permalink: https://110010.art/r/885b673102d342c5/
- Original: https://arxiv.org/abs/2611.07464
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance

arXiv:2611.07464v1 Announce Type: new 
Abstract: Language agents increasingly work for users on the open Web, and finance is where trusting them is hardest. The data must come from the Web, the strategy lives in the...

Coverage:
- arXiv cs.AI (2026-11-06): [FINCOSMOS: An Open-World Evaluation Paradigm for Agents in Finance](https://arxiv.org/abs/2611.07464) -- lead source

### Familiar letters enable an unseen language to enter a shared space of meaning, not related languages; GlyphMind reads text as pixels to tokenize and align scripts

- Permalink: https://110010.art/r/7e523b826eac497e/
- Original: https://arxiv.org/abs/2611.06006
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Familiar letters, not related languages, let unseen languages into a shared space of meaning

arXiv:2611.06006v1 Announce Type: new 
Abstract: Hundreds of languages have written text but almost no translations, and whether a model learning one from untranslated text builds on a related language or familiar...

Coverage:
- arXiv cs.CL (2026-11-06): [Familiar letters, not related languages, let unseen languages into a shared space of meaning](https://arxiv.org/abs/2611.06006) -- lead source

### EnvOpt proposes automated optimization of agent environments to improve LLM agent performance

- Permalink: https://110010.art/r/2517158c6d254658/
- Original: https://arxiv.org/abs/2611.07372
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: EnvOpt: Automated Optimization for Agent Environments

arXiv:2611.07372v1 Announce Type: new 
Abstract: An LLM agent's cost and success depend on its model, its harness, and its environment. In addition to the widely studied directions of parameter tuning and harness...

Coverage:
- arXiv cs.AI (2026-11-06): [EnvOpt: Automated Optimization for Agent Environments](https://arxiv.org/abs/2611.07372) -- lead source

### Embedding-space fingerprinting of LoRA fine-tunes; recovering the training-data domain from the model artifact alone

- Permalink: https://110010.art/r/6e517d8fff1849bc/
- Original: https://arxiv.org/abs/2611.07610
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Embedding-Space Fingerprinting of LoRA Fine-Tunes: Recovering the Training-Data Domain from the Model Artifact Alone
- Tags: [Qwen](https://110010.art/tags/qwen/)

arXiv:2611.07610v1 Announce Type: new 
Abstract: When a base language model is fine-tuned with Low-Rank Adaptation (LoRA), how much of the training data domain leaks into the resulting artifact? This paper studies...

Coverage:
- arXiv cs.AI (2026-11-06): [Embedding-Space Fingerprinting of LoRA Fine-Tunes: Recovering the Training-Data Domain from the Model Artifact Alone](https://arxiv.org/abs/2611.07610) -- lead source

### EditVeto: a veto gate after full-context LLM rewrites to preserve correct OCR text in post-OCR correction

- Permalink: https://110010.art/r/afc6f9522fbd4dc7/
- Original: https://arxiv.org/abs/2611.05539
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Rewrite, Then Veto: Rewriter-Agnostic Edit Gating for LLM-Based Post-OCR Correction

arXiv:2611.05539v1 Announce Type: new 
Abstract: LLMs can repair noisy OCR transcripts of historical documents, but they also change text that was already correct. We propose EditVeto, a veto gate placed after a...

Coverage:
- arXiv cs.CL (2026-11-06): [Rewrite, Then Veto: Rewriter-Agnostic Edit Gating for LLM-Based Post-OCR Correction](https://arxiv.org/abs/2611.05539) -- lead source

### DS@GT ARC at CheckThat! 2026 presents a verdict-anchored pipeline for generating fact-checking articles

- Permalink: https://110010.art/r/fdecd4e386444f91/
- Original: https://arxiv.org/abs/2611.05382
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: DS@GT ARC at CheckThat! 2026: A Verdict-Anchored Pipeline for Generating Fact-Checking Articles

arXiv:2611.05382v1 Announce Type: new 
Abstract: Misinformation spreads faster than professional fact-checkers can manually verify it and write articles explaining their verdicts. This creates a need to automate the...

Coverage:
- arXiv cs.CL (2026-11-06): [DS@GT ARC at CheckThat! 2026: A Verdict-Anchored Pipeline for Generating Fact-Checking Articles](https://arxiv.org/abs/2611.05382) -- lead source

### Discourse analysis of legislative bill discussions

- Permalink: https://110010.art/r/a7254dd3b40b43e9/
- Original: https://arxiv.org/abs/2611.05381
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Discourse Analysis of Legislative Bill Discussions

arXiv:2611.05381v1 Announce Type: new 
Abstract: Legislative hearings are distinct communication events with their own human recognizable structure and logic, yet they have been analyzed as distinct phenomena beyond...

Coverage:
- arXiv cs.CL (2026-11-06): [Discourse Analysis of Legislative Bill Discussions](https://arxiv.org/abs/2611.05381) -- lead source

### Depth or description? When a one-step latent score replaces lookahead in proactive information acquisition

- Permalink: https://110010.art/r/bb77bdcda143459e/
- Original: https://arxiv.org/abs/2611.07155
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Depth or Description? When a One-Step Latent Score Replaces Lookahead in Proactive Information Acquisition

arXiv:2611.07155v1 Announce Type: new 
Abstract: A proactive agent must decide what to ask before it acts. Exact lookahead values combinations of questions but is expensive and leans on a fitted model; a one-step...

Coverage:
- arXiv cs.LG (2026-11-06): [Depth or Description? When a One-Step Latent Score Replaces Lookahead in Proactive Information Acquisition](https://arxiv.org/abs/2611.07155) -- lead source

### DelegateEval: Evaluating platforms for personal external service agents

- Permalink: https://110010.art/r/8acac4e573cc4b42/
- Original: https://arxiv.org/abs/2611.07508
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: DelegateEval: Evaluating Platforms for Personal External Service Agents

arXiv:2611.07508v1 Announce Type: new 
Abstract: AI agents that work for an individual over time may also help that individual serve external clients. We define a personal external service agent as an agent...

Coverage:
- arXiv cs.AI (2026-11-06): [DelegateEval: Evaluating Platforms for Personal External Service Agents](https://arxiv.org/abs/2611.07508) -- lead source

### Data-driven modeling of molten chloride corrosion using static test data

- Permalink: https://110010.art/r/16e79aa2dd4b4edf/
- Original: https://arxiv.org/abs/2611.07125
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Data-Driven Modeling of Molten Chloride Corrosion Using Static Test Data

arXiv:2611.07125v1 Announce Type: new 
Abstract: Molten chloride corrosion has been studied for decades, yet reliable prediction across different alloys, salts, and test conditions remains difficult. In this work,...

Coverage:
- arXiv cs.LG (2026-11-06): [Data-Driven Modeling of Molten Chloride Corrosion Using Static Test Data](https://arxiv.org/abs/2611.07125) -- lead source

### Data conditioned flow matching for generating pretrained LLM weights via a data-driven model zoo with GPT-2 sizes from 51M to 355M parameters

- Permalink: https://110010.art/r/fb27471820134774/
- Original: https://arxiv.org/abs/2611.07103
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: A Night at the LLM Zoo: Data Conditioned Flow Matching for Generating Pretrained LLM Weights

arXiv:2611.07103v1 Announce Type: new 
Abstract: A challenge to Weight Space Learning as it expands from task specific and vision models to Large Language Models (LLMs) is the absence of a well curated and analyzed...

Coverage:
- arXiv cs.LG (2026-11-06): [A Night at the LLM Zoo: Data Conditioned Flow Matching for Generating Pretrained LLM Weights](https://arxiv.org/abs/2611.07103) -- lead source

### CST-Bench benchmarks counterfactual spatial reasoning with causal transition on-policy self-distillation.

- Permalink: https://110010.art/r/84f7f7264d2b43bc/
- Original: https://arxiv.org/abs/2611.07541
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: CST-Bench: Benchmarking Counterfactual Spatial Transition Reasoning with Causal Transition On-Policy Self-Distillation

arXiv:2611.07541v1 Announce Type: new 
Abstract: Spatial reasoning is a fundamental capability of multimodal large language models (MLLMs), yet existing benchmarks mainly focus on static scene understanding. When...

Coverage:
- arXiv cs.AI (2026-11-06): [CST-Bench: Benchmarking Counterfactual Spatial Transition Reasoning with Causal Transition On-Policy Self-Distillation](https://arxiv.org/abs/2611.07541) -- lead source

### Covariance neural networks offer principled substitute for known structure in relational inductive biases; VNNs connect to PCA and improve stability with finite-sample estimation errors

- Permalink: https://110010.art/r/4167a2ccf7b84ea2/
- Original: https://arxiv.org/abs/2611.07212
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Canonical Correlation Neural Networks

arXiv:2611.07212v1 Announce Type: new 
Abstract: Relational inductive biases such as grids or graphs allow neural networks with fewer trainable parameters and improved generalization, but require a known structure...

Coverage:
- arXiv cs.LG (2026-11-06): [Canonical Correlation Neural Networks](https://arxiv.org/abs/2611.07212) -- lead source

### Cooperative multi-agent reinforcement learning via epigraph-form guided exploration

- Permalink: https://110010.art/r/44a107edc20540e6/
- Original: https://arxiv.org/abs/2611.07066
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-06
- Original headline: Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration

arXiv:2611.07066v1 Announce Type: new 
Abstract: Discovering cooperative behavior in multi-agent reinforcement learning (MARL) is challenging due to the combinatorial complexity of joint state-action spaces, which...

Coverage:
- arXiv cs.AI (2026-11-06): [Cooperative Multi-Agent Reinforcement Learning via Epigraph-Form Guided Exploration](https://arxiv.org/abs/2611.07066) -- lead source
- arXiv cs.LG (2026-11-06): [Octopus: One Brain, Many Branches for Latent-KV Multi-Agent Reinforcement Learning](https://arxiv.org/abs/2611.06956)

### Contextual pictograms for repairing multilingual ASR errors

- Permalink: https://110010.art/r/bec5e401097b49c4/
- Original: https://arxiv.org/abs/2611.05637
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Contextual Pictograms for Repairing Multilingual ASR Errors

arXiv:2611.05637v2 Announce Type: new 
Abstract: Speech transcription errors can be difficult to recognize when competing word hypotheses are unfamiliar or visually similar. We describe an interface that combines...

Coverage:
- arXiv cs.CL (2026-11-06): [Contextual Pictograms for Repairing Multilingual ASR Errors](https://arxiv.org/abs/2611.05637) -- lead source

### Cognitive bias signatures in search-equipped LLM agents: a stage-resolved analysis

- Permalink: https://110010.art/r/ad37c68ea7014e2d/
- Original: https://arxiv.org/abs/2611.05720
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: Cognitive Bias Signatures in Search-Equipped LLM Agents: A Stage-Resolved Analysis

arXiv:2611.05720v1 Announce Type: new 
Abstract: Search can help LLM agents correct mistakes, but their starting conditions may shape which evidence they find and use. Drawing on cognitive-bias paradigms, we develop...

Coverage:
- arXiv cs.CL (2026-11-06): [Cognitive Bias Signatures in Search-Equipped LLM Agents: A Stage-Resolved Analysis](https://arxiv.org/abs/2611.05720) -- lead source

### Closed-loop evaluation models performance estimation under biased raters and censored outcomes for deployed agents.

- Permalink: https://110010.art/r/1ccb00d9c6f346a9/
- Original: https://arxiv.org/abs/2611.07051
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Closed-Loop Agent Evaluation: Layered Measurement and Self-Calibration

arXiv:2611.07051v1 Announce Type: new 
Abstract: Once an agent is live, teams want to know whether it is doing its job, not just whether it throws errors. Yet most evaluation is one-off: a benchmark run, a look at...

Coverage:
- arXiv cs.AI (2026-11-06): [Closed-Loop Agent Evaluation: Layered Measurement and Self-Calibration](https://arxiv.org/abs/2611.07051) -- lead source

### CCD dialogue system decouples case formulation from response generation in longitudinal CBT conversations

- Permalink: https://110010.art/r/b882dcc3656a4a4a/
- Original: https://arxiv.org/abs/2611.05383
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: CCDWIKI: Decoupling Case Formulation from Response Generation in Longitudinal CBT Dialogue

arXiv:2611.05383v1 Announce Type: new 
Abstract: Cognitive Behavioral Therapy (CBT) demands more than empathic validation, requiring instead a structured formulation of the interplay among situations, automatic...

Coverage:
- arXiv cs.CL (2026-11-06): [CCDWIKI: Decoupling Case Formulation from Response Generation in Longitudinal CBT Dialogue](https://arxiv.org/abs/2611.05383) -- lead source

### CARTBench evaluates shopping advice for complex and ambiguous requests with timelines using curated real-world data and product records

- Permalink: https://110010.art/r/fc7b5059fe724315/
- Original: https://arxiv.org/abs/2611.05862
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: CARTBench: Rubric-Based Evaluation of Shopping Advice for Complex and Ambiguous Requests with Timelines

arXiv:2611.05862v1 Announce Type: new 
Abstract: Large language model (LLM) shopping assistants now recommend products in multi-turn conversations. However, reliable evaluation faces Data scarcity and Difficulty...

Coverage:
- arXiv cs.CL (2026-11-06): [CARTBench: Rubric-Based Evaluation of Shopping Advice for Complex and Ambiguous Requests with Timelines](https://arxiv.org/abs/2611.05862) -- lead source

### BlockLock enables reproducible LLM inference by keeping shared batched prefill and pinning only the numerical path of the decode; a method for fixed batch geometry

- Permalink: https://110010.art/r/3db8ea9aa94d40cd/
- Original: https://arxiv.org/abs/2611.06977
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: BlockLock: Reproducible LLM Inference with Fixed Batch Geometry

arXiv:2611.06977v1 Announce Type: new 
Abstract: Reproducible LLM inference requires that a request produces the same output regardless of the other requests in the batch. Existing solutions pay for this in different...

Coverage:
- arXiv cs.AI (2026-11-06): [BlockLock: Reproducible LLM Inference with Fixed Batch Geometry](https://arxiv.org/abs/2611.06977) -- lead source

### Big models, small gains: frozen forecasters as classifiers on MONSTER

- Permalink: https://110010.art/r/a5cc265b06eb40ad/
- Original: https://arxiv.org/abs/2611.06988
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Big Models, Small Gains: Frozen Forecasters as Classifiers on MONSTER

arXiv:2611.06988v1 Announce Type: new 
Abstract: Forecasting foundation models are increasingly used as frozen feature extractors for time series classification, but it remains unclear whether their pretrained...

Coverage:
- arXiv cs.LG (2026-11-06): [Big Models, Small Gains: Frozen Forecasters as Classifiers on MONSTER](https://arxiv.org/abs/2611.06988) -- lead source

### Backbone-Informed adaptation after EEG pretraining: a capacity-controlled study

- Permalink: https://110010.art/r/a0b39a2c37f642b3/
- Original: https://arxiv.org/abs/2611.07192
- Source: arXiv cs.LG
- Published: 2026-11-06
- Original headline: Backbone-Informed Adaptation after EEG Pretraining: A Capacity-Controlled Study

arXiv:2611.07192v1 Announce Type: new 
Abstract: Electroencephalography (EEG) foundation models learn representations that combine information across channels and time. This structure motivates adapters that model...

Coverage:
- arXiv cs.LG (2026-11-06): [Backbone-Informed Adaptation after EEG Pretraining: A Capacity-Controlled Study](https://arxiv.org/abs/2611.07192) -- lead source

### Autonomous AI agents diverge from human preferences in proof formalization

- Permalink: https://110010.art/r/5b038f3250a44d0c/
- Original: https://arxiv.org/abs/2611.06995
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Autonomous AI Agents Systematically Diverge From Human Preferences in Proof Formalization

arXiv:2611.06995v1 Announce Type: new 
Abstract: Artificial intelligence (AI) systems have ushered in a new age of proof abundance, but helping humans understand these proofs requires new attention to the differences...

Coverage:
- arXiv cs.AI (2026-11-06): [Autonomous AI Agents Systematically Diverge From Human Preferences in Proof Formalization](https://arxiv.org/abs/2611.06995) -- lead source

### Align before aggregation: basis-consistent federated LoRA under heterogeneous ranks

- Permalink: https://110010.art/r/b6581e4b695b4538/
- Original: https://arxiv.org/abs/2611.07598
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks

arXiv:2611.07598v1 Announce Type: new 
Abstract: Federated fine-tuning of large language models (LLMs) under heterogeneous client capacities is increasingly important, and low-rank adaptation (LoRA) with...

Coverage:
- arXiv cs.AI (2026-11-06): [Align Before Aggregation: Basis-Consistent Federated LoRA under Heterogeneous Ranks](https://arxiv.org/abs/2611.07598) -- lead source

### AI Express consolidates text generation, image synthesis, and code assistance into a unified pay-as-you-go SaaS platform with scalable microservices

- Permalink: https://110010.art/r/878c018752d34d0d/
- Original: https://arxiv.org/abs/2611.05389
- Source: arXiv cs.CL
- Published: 2026-11-06
- Original headline: AI-Driven SaaS Platform Integration: AI Express for Unified Generative AI Services with Pay-As-You-Go Credit Systems and Scalable Microservice Architecture

arXiv:2611.05389v1 Announce Type: new 
Abstract: Generative AI is currently fragmented, with separate subscriptions required for text generation, image synthesis, and code assistance, leading to high costs and...

Coverage:
- arXiv cs.CL (2026-11-06): [AI-Driven SaaS Platform Integration: AI Express for Unified Generative AI Services with Pay-As-You-Go Credit Systems and Scalable Microservice Architecture](https://arxiv.org/abs/2611.05389) -- lead source

### Adapting the Process of Adaptation: Darwinian, Lamarckian, and agent-directed evolution in AI

- Permalink: https://110010.art/r/16063b391cac4baa/
- Original: https://arxiv.org/abs/2611.07048
- Source: arXiv cs.AI
- Published: 2026-11-06
- Original headline: Adapting the Process of Adaptation: Darwinian, Lamarckian, and Agent-Directed Evolution in AI

arXiv:2611.07048v1 Announce Type: new 
Abstract: Evolution has shaped intelligence for billions of years. Artificial intelligence (AI) now raises a striking possibility: intelligence may begin to direct its own...

Coverage:
- arXiv cs.AI (2026-11-06): [Adapting the Process of Adaptation: Darwinian, Lamarckian, and Agent-Directed Evolution in AI](https://arxiv.org/abs/2611.07048) -- lead source

### Formally verifying agent-written full-stack web apps with PDD Kit.

- Permalink: https://110010.art/r/e820c6803fd2404b/
- Original: https://www.microsoft.com/en-us/research/blog/formally-verifying-agent-written-full-stack-web-apps-with-pdd-kit/
- Source: Microsoft Research
- Published: 2026-11-05
- Original headline: Formally verifying agent-written full-stack web apps with PDD Kit

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It...

Coverage:
- Microsoft Research (2026-11-05): [Formally verifying agent-written full-stack web apps with PDD Kit](https://www.microsoft.com/en-us/research/blog/formally-verifying-agent-written-full-stack-web-apps-with-pdd-kit/) -- lead source

### Whose transparency is it anyway? Understanding generative AI transparency needs and gaps across stakeholders

- Permalink: https://110010.art/r/266008c6dcf744de/
- Original: https://arxiv.org/abs/2611.05549
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Whose Transparency is it Anyway? Understanding Generative AI Transparency Needs and Gaps Across Stakeholders

arXiv:2611.05549v1 Announce Type: new 
Abstract: Transparency has become a central principle in AI governance, yet there is little agreement about what transparency means, for whom, and in what contexts. Drawing on...

Coverage:
- arXiv cs.AI (2026-11-05): [Whose Transparency is it Anyway? Understanding Generative AI Transparency Needs and Gaps Across Stakeholders](https://arxiv.org/abs/2611.05549) -- lead source

### Who may overrule the agent? Evidence-gated authority in LLM review institutions

- Permalink: https://110010.art/r/1d496a846cdb460b/
- Original: https://arxiv.org/abs/2611.05390
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Who May Overrule the Agent? Evidence-Gated Authority in LLM Review Institutions

arXiv:2611.05390v1 Announce Type: new 
Abstract: Multi-agent language-model systems often add a reviewer to improve an upstream agent's decision. Yet a reviewer can both repair errors and replace decisions that were...

Coverage:
- arXiv cs.AI (2026-11-05): [Who May Overrule the Agent? Evidence-Gated Authority in LLM Review Institutions](https://arxiv.org/abs/2611.05390) -- lead source

### When latent dynamics meet data assimilation: a benchmark of Koopman-type representations

- Permalink: https://110010.art/r/fdbd331587544aba/
- Original: https://arxiv.org/abs/2611.03916
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations

arXiv:2611.03916v1 Announce Type: new 
Abstract: Koopman representations describe nonlinear dynamics through linear evolution in a transformed space, offering an attractive framework for their linear simplicity and...

Coverage:
- arXiv cs.LG (2026-11-05): [When Latent Dynamics Meet Data Assimilation: A Benchmark of Koopman-Type Representations](https://arxiv.org/abs/2611.03916) -- lead source

### VirtualTrialHarness coordinates agentic operationalization of virtual trial protocols across complex clinical schemas

- Permalink: https://110010.art/r/1af8e7433add47a7/
- Original: https://arxiv.org/abs/2611.05551
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: VirtualTrialHarness: Coordinating Agentic Operationalization of Virtual Trial Protocols Across Complex Clinical Schemas

arXiv:2611.05551v1 Announce Type: new 
Abstract: Virtual trials use routinely collected clinical data to evaluate treatment strategies, but translating a study protocol into an executable analysis requires...

Coverage:
- arXiv cs.AI (2026-11-05): [VirtualTrialHarness: Coordinating Agentic Operationalization of Virtual Trial Protocols Across Complex Clinical Schemas](https://arxiv.org/abs/2611.05551) -- lead source

### ViBench 2.0: a benchmark for long-horizon software building on Replit to evaluate models across 17 full-stack web products with 241 features

- Permalink: https://110010.art/r/a12de95fa944493a/
- Original: https://arxiv.org/abs/2611.05620
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: ViBench 2.0: A Benchmark for Long-Horizon Software Building

arXiv:2611.05620v1 Announce Type: new 
Abstract: On Replit, our agentic engineering platform, users now build entire products without writing code, through successive feature requests to an agent. Yet existing coding...

Coverage:
- arXiv cs.AI (2026-11-05): [ViBench 2.0: A Benchmark for Long-Horizon Software Building](https://arxiv.org/abs/2611.05620) -- lead source

### Verified but vacuous: three failure surfaces of LLM-driven verified code generation

- Permalink: https://110010.art/r/3f7500be62d34467/
- Original: https://arxiv.org/abs/2611.05590
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Verified but Vacuous: Three Failure Surfaces of LLM-Driven Verified Code Generation

arXiv:2611.05590v1 Announce Type: new 
Abstract: What should ``verified'' mean when evaluating LLM-generated code? Many existing pipelines report a single verification number. We argue this collapses three distinct...

Coverage:
- arXiv cs.AI (2026-11-05): [Verified but Vacuous: Three Failure Surfaces of LLM-Driven Verified Code Generation](https://arxiv.org/abs/2611.05590) -- lead source

### Uncertainty-aware resource orchestration for agentic AI systems

- Permalink: https://110010.art/r/43668e58dc8946df/
- Original: https://arxiv.org/abs/2611.05392
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Uncertainty-Aware Resource Orchestration for Agentic AI Systems

arXiv:2611.05392v1 Announce Type: new 
Abstract: Agentic artificial intelligence (AI) systems powered by large language models (LLMs) execute as autonomous multi-step pipelines that dynamically invoke tools,...

Coverage:
- arXiv cs.AI (2026-11-05): [Uncertainty-Aware Resource Orchestration for Agentic AI Systems](https://arxiv.org/abs/2611.05392) -- lead source

### Towards efficient whole-page ranking with one-pass inference

- Permalink: https://110010.art/r/a35a3768b5b9432e/
- Original: https://arxiv.org/abs/2611.05542
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Towards Efficient Whole Page Ranking with One-Pass Inference

arXiv:2611.05542v1 Announce Type: new 
Abstract: Whole-page ranking jointly optimizes advertisements and organic content to balance business outcomes and user engagement under complex layout and business constraints....

Coverage:
- arXiv cs.AI (2026-11-05): [Towards Efficient Whole Page Ranking with One-Pass Inference](https://arxiv.org/abs/2611.05542) -- lead source

### Towards automatic heart murmur characterization from multi-spot phonocardiograms

- Permalink: https://110010.art/r/70d2e41821ca486a/
- Original: https://arxiv.org/abs/2611.03654
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Towards Automatic Heart Murmur Characterization from Multi-spot Phonocardiograms

arXiv:2611.03654v1 Announce Type: new 
Abstract: Cardiac auscultation traditionally detects the presence of a heart murmur, but clinicians further characterize it by timing, shape, pitch, quality, and grade. Most...

Coverage:
- arXiv cs.LG (2026-11-05): [Towards Automatic Heart Murmur Characterization from Multi-spot Phonocardiograms](https://arxiv.org/abs/2611.03654) -- lead source

### Stress-testing the robustness of LLM-based causal inference

- Permalink: https://110010.art/r/39bd03dcd7f940ca/
- Original: https://arxiv.org/abs/2611.03656
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Stress-Testing the Robustness of LLM-Based Causal Inference

arXiv:2611.03656v1 Announce Type: new 
Abstract: Why do some of the world's most powerful Artificial Intelligence (AI) systems still struggle to reason about cause and effect? Causal discovery, the ability to discern...

Coverage:
- arXiv cs.LG (2026-11-05): [Stress-Testing the Robustness of LLM-Based Causal Inference](https://arxiv.org/abs/2611.03656) -- lead source

### SSPE: robust sequential staypoint extraction in degraded trajectory data

- Permalink: https://110010.art/r/c346a6eaf2ae4253/
- Original: https://arxiv.org/abs/2611.03737
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: SSPE: Robust Sequential Staypoint Extraction in Degraded Trajectory Data

arXiv:2611.03737v1 Announce Type: new 
Abstract: Extracting semantically meaningful staypoints from raw trajectory streams is a foundational prerequisite for mobility analytics. However, real-world trajectory data is...

Coverage:
- arXiv cs.LG (2026-11-05): [SSPE: Robust Sequential Staypoint Extraction in Degraded Trajectory Data](https://arxiv.org/abs/2611.03737) -- lead source

### Sequential auditing of connected forecast errors under partial observations

- Permalink: https://110010.art/r/cfe8c2052e6b4242/
- Original: https://arxiv.org/abs/2611.03928
- Source: arXiv cs.LG
- Published: 2026-11-05

arXiv:2611.03928v1 Announce Type: new 
Abstract: Graph forecasting systems often rely on prediction intervals to quantify uncertainty across connected locations, but the true outcomes needed for evaluation may be...

Coverage:
- arXiv cs.LG (2026-11-05): [Sequential auditing of connected forecast errors under partial observations](https://arxiv.org/abs/2611.03928) -- lead source

### Route to remember: adaptive memory selection for LLM agents; Prospective memory for proactive LLM agents

- Permalink: https://110010.art/r/b28b89a606234c32/
- Original: https://arxiv.org/abs/2611.05636
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-05
- Original headline: Route to Remember: Adaptive Memory Selection for LLM Agents

arXiv:2611.05636v1 Announce Type: new 
Abstract: The memory of production agents is increasingly becoming a bottleneck and is built almost exclusively from text: key points are extracted from out-of-limit context and...

Coverage:
- arXiv cs.AI (2026-11-05): [Route to Remember: Adaptive Memory Selection for LLM Agents](https://arxiv.org/abs/2611.05636) -- lead source
- arXiv cs.CL (2026-11-06): [Prospective Memory for Proactive LLM Agents](https://arxiv.org/abs/2611.05731)

### Robot memory uncertainty and awareness of knowledge gaps highlighted for safe deployment, says Luca Carlone.

- Permalink: https://110010.art/r/8160492d9b0a44d7/
- Original: https://news.mit.edu/2026/clearing-up-robot-fuzzy-memory-1105
- Source: MIT News (AI)
- Published: 2026-11-05
- Original headline: Clearing up a robot’s fuzzy memory

“Allowing a robot to know what it doesn’t know is going to be essential for this technology to be deployed safely and have a positive impact on society,” says Luca Carlone.

Coverage:
- MIT News (AI) (2026-11-05): [Clearing up a robot’s fuzzy memory](https://news.mit.edu/2026/clearing-up-robot-fuzzy-memory-1105) -- lead source

### RATSIFT: Resolution-Adaptive Transformer for solar irradiance forecasting and temporal downscaling

- Permalink: https://110010.art/r/74bdc91199554bcd/
- Original: https://arxiv.org/abs/2611.03738
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: RATSIFT: Resolution-Adaptive Transformer for Solar Irradiance Forecasting and Temporal Downscaling

arXiv:2611.03738v1 Announce Type: new 
Abstract: Accurate forecasting and temporal downscaling of solar irradiance is critical for reliable renewable energy integration and grid management. Traditional methods often...

Coverage:
- arXiv cs.LG (2026-11-05): [RATSIFT: Resolution-Adaptive Transformer for Solar Irradiance Forecasting and Temporal Downscaling](https://arxiv.org/abs/2611.03738) -- lead source

### Quantifying trait-state hierarchy in EEG foundation model and signal processing embeddings

- Permalink: https://110010.art/r/82025bc85b9a4142/
- Original: https://arxiv.org/abs/2611.05652
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Quantifying Trait-State Hierarchy in EEG Foundation Model and Signal Processing Embeddings

arXiv:2611.05652v1 Announce Type: new 
Abstract: Electroencephalography (EEG) measures brain activity through recording electrical potentials of the scalp. EEG recordings capture two distinct sets of characteristics...

Coverage:
- arXiv cs.AI (2026-11-05): [Quantifying Trait-State Hierarchy in EEG Foundation Model and Signal Processing Embeddings](https://arxiv.org/abs/2611.05652) -- lead source

### Quantifying out-of-distribution data severity with Wasserstein distances; benchmarking large language models for alloy property prediction

- Permalink: https://110010.art/r/e2fbb0409525432e/
- Original: https://arxiv.org/abs/2611.03767
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Quantifying out-of-distribution data severity with Wasserstein distances: benchmarking large language models for alloy property prediction
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Gemini](https://110010.art/tags/gemini/)

arXiv:2611.03767v1 Announce Type: new 
Abstract: As general-purpose Large Language Models (LLMs), such as Gemini and DeepSeek, exhibit increasingly advanced reasoning capabilities, a critical question arises: how do...

Coverage:
- arXiv cs.LG (2026-11-05): [Quantifying out-of-distribution data severity with Wasserstein distances: benchmarking large language models for alloy property prediction](https://arxiv.org/abs/2611.03767) -- lead source
- arXiv cs.LG (2026-11-06): [SteelAgent: LLM-Orchestrated, Physics-Informed Steel Property Prediction with Audited Generalization and Calibrated Uncertainty](https://arxiv.org/abs/2611.06953)

### Probabilistic steering of generative priors for lab-in-the-loop antibody optimization

- Permalink: https://110010.art/r/9e672e3a40384114/
- Original: https://arxiv.org/abs/2611.03844
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Probabilistic Steering of Generative Priors for Lab-in-the-Loop Antibody Optimization

arXiv:2611.03844v1 Announce Type: new 
Abstract: Therapeutic antibody development is often framed as comprising two discrete stages: initial discovery of novel binders followed by iterative optimization to refine...

Coverage:
- arXiv cs.LG (2026-11-05): [Probabilistic Steering of Generative Priors for Lab-in-the-Loop Antibody Optimization](https://arxiv.org/abs/2611.03844) -- lead source

### Multi-layer indexer: overlapping selection and attention in DeepSeek sparse attention

- Permalink: https://110010.art/r/72ca56578b0f4856/
- Original: https://arxiv.org/abs/2611.03768
- Source: arXiv cs.LG (2 sources)
- Published: 2026-11-05
- Original headline: Multi-layer Indexer: Overlapping Selection and Attention in DeepSeek Sparse Attention
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

arXiv:2611.03768v1 Announce Type: new 
Abstract: Sparse attention cuts the cost of long-context inference by making the attention matrix sparse: each query attends only a subset of the sequence, chosen by a fixed...

Coverage:
- r/LocalLLaMA (2026-11-02): [New sparse attention method for ultra-long context](https://www.reddit.com/r/LocalLLaMA/comments/1xmbj0v/new_sparse_attention_method_for_ultralong_context/)
- arXiv cs.LG (2026-11-05): [Multi-layer Indexer: Overlapping Selection and Attention in DeepSeek Sparse Attention](https://arxiv.org/abs/2611.03768) -- lead source

### Mixture of Wide Experts: Sparse routing for interpretable native coordinates

- Permalink: https://110010.art/r/f1322480c02e4503/
- Original: https://arxiv.org/abs/2611.03655
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Mixture of Wide Experts: Sparse Routing for Interpretable Native Coordinates

arXiv:2611.03655v1 Announce Type: new 
Abstract: Language models often spread a concept across many internal dimensions, making their features difficult to interpret. Sparse autoencoders (SAEs) recover clearer...

Coverage:
- arXiv cs.LG (2026-11-05): [Mixture of Wide Experts: Sparse Routing for Interpretable Native Coordinates](https://arxiv.org/abs/2611.03655) -- lead source

### MA-SafeDiffuser: safe multi-agent planning with diffusion probabilistic models

- Permalink: https://110010.art/r/3e7cbe6785984241/
- Original: https://arxiv.org/abs/2611.05524
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models

arXiv:2611.05524v1 Announce Type: new 
Abstract: We propose MA-SafeDiffuser, a multi-agent extension of SafeDiffuser that equips diffusion-based trajectory planners with finite-time diffusion invariance guarantees...

Coverage:
- arXiv cs.AI (2026-11-05): [MA-SafeDiffuser: Safe Multi-Agent Planning with Diffusion Probabilistic Models](https://arxiv.org/abs/2611.05524) -- lead source

### Limits of neural controlled differential equations under sparse observations reveal ambiguous terminal states with planar drivers and bounded speed

- Permalink: https://110010.art/r/73cfc30e54c448f2/
- Original: https://arxiv.org/abs/2611.03887
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: The Information Limits of Neural Controlled Differential Equations Under Sparse Observations

arXiv:2611.03887v1 Announce Type: new 
Abstract: Neural controlled differential equations (Neural CDEs) evolve hidden states along continuous paths constructed by interpolating discrete observations. Sparse...

Coverage:
- arXiv cs.LG (2026-11-05): [The Information Limits of Neural Controlled Differential Equations Under Sparse Observations](https://arxiv.org/abs/2611.03887) -- lead source

### Learning directional Randers geometry for latent-space exploration

- Permalink: https://110010.art/r/969db1b228604f03/
- Original: https://arxiv.org/abs/2611.03675
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Learning Directional Randers Geometry for Latent-Space Exploration

arXiv:2611.03675v1 Announce Type: new 
Abstract: Deep neural networks extract powerful latent representations from images, enabling fast and efficient downstream analysis. However, these latent spaces lack explicit...

Coverage:
- arXiv cs.LG (2026-11-05): [Learning Directional Randers Geometry for Latent-Space Exploration](https://arxiv.org/abs/2611.03675) -- lead source

### Latent cluster separation as a regularizer for lifelong anomaly detection

- Permalink: https://110010.art/r/f3cc60791b774f8f/
- Original: https://arxiv.org/abs/2611.03652
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Latent Cluster Separation as a Regularizer for Lifelong Anomaly Detection

arXiv:2611.03652v1 Announce Type: new 
Abstract: Lifelong (continual) anomaly detection systems must learn a sequence of tasks without forgetting how to recognize anomaly types seen earlier -- a property known as...

Coverage:
- arXiv cs.LG (2026-11-05): [Latent Cluster Separation as a Regularizer for Lifelong Anomaly Detection](https://arxiv.org/abs/2611.03652) -- lead source

### Language models benefit from domain-specific inductive biases.

- Permalink: https://110010.art/r/701273280954422f/
- Original: https://arxiv.org/abs/2611.03756
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Language Models Can Benefit from Domain-Specific Inductive Biases

arXiv:2611.03756v1 Announce Type: new 
Abstract: Language models are typically trained with a single choice of architecture on diverse domains and data sources. Modern transformers have been extensively refined for...

Coverage:
- arXiv cs.LG (2026-11-05): [Language Models Can Benefit from Domain-Specific Inductive Biases](https://arxiv.org/abs/2611.03756) -- lead source

### Iterated creation, grading, and revision of data science projects by language models

- Permalink: https://110010.art/r/b789210a56014b72/
- Original: https://arxiv.org/abs/2611.05548
- Source: arXiv cs.AI
- Published: 2026-11-05

arXiv:2611.05548v1 Announce Type: new 
Abstract: We evaluate the extent to which agentic AI models can complete an end-to-end data science project, and how this improves with feedback. A 'writer' model with specific...

Coverage:
- arXiv cs.AI (2026-11-05): [Iterated creation, grading, and revision of data science projects by language models](https://arxiv.org/abs/2611.05548) -- lead source

### Injected noise during diffusion sampling influences generalization across datasets

- Permalink: https://110010.art/r/26c59a1177134cb8/
- Original: https://arxiv.org/abs/2611.03764
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: The role of injected noise in diffusion model generalization

arXiv:2611.03764v1 Announce Type: new 
Abstract: Diffusion models trained on distinct datasets can produce highly similar samples when prompted with the same noise input, suggesting that they learn a generalized data...

Coverage:
- arXiv cs.LG (2026-11-05): [The role of injected noise in diffusion model generalization](https://arxiv.org/abs/2611.03764) -- lead source

### Grounded but not immune: confirmation bias in agent-as-a-judge

- Permalink: https://110010.art/r/440e7387405d45b2/
- Original: https://arxiv.org/abs/2611.05662
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge

arXiv:2611.05662v1 Announce Type: new 
Abstract: Evaluating open-ended agent tasks increasingly falls to an Agent-as-a-Judge: an evaluator handed tools and the agent's full trajectory so it can verify a result...

Coverage:
- arXiv cs.AI (2026-11-05): [Grounded but Not Immune: Confirmation Bias in Agent-as-a-judge](https://arxiv.org/abs/2611.05662) -- lead source

### GPU-accelerated SymWarp-FastDEC implements exact self-k-NN kernel to speed up FastDEC clustering

- Permalink: https://110010.art/r/a51185e00780412f/
- Original: https://arxiv.org/abs/2611.03934
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Accelerating FastDEC Clustering Algorithm with GPUs

arXiv:2611.03934v1 Announce Type: new 
Abstract: Fast Dominance Estimation Clustering (FastDEC) is an efficient variant of Density Peak Clustering (DPC) that achieves high clustering quality through dominance-based...

Coverage:
- arXiv cs.LG (2026-11-05): [Accelerating FastDEC Clustering Algorithm with GPUs](https://arxiv.org/abs/2611.03934) -- lead source

### Four extensions of the universal law of robustness: log-concave covariates, heterogeneous mixtures, vector-valued predictors, and Markovian data

- Permalink: https://110010.art/r/a1bec5bb7cff4187/
- Original: https://arxiv.org/abs/2611.03653
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Four Extensions of the Universal Law of Robustness: Log-Concave Covariates, Heterogeneous Mixtures, Vector-Valued Predictors, and Markovian Data

arXiv:2611.03653v1 Announce Type: new 
Abstract: Bubeck and Sellke's universal law of robustness says that fitting $n$ noisy samples below the noise level with a class of $p$ real parameters forces a Lipschitz...

Coverage:
- arXiv cs.LG (2026-11-05): [Four Extensions of the Universal Law of Robustness: Log-Concave Covariates, Heterogeneous Mixtures, Vector-Valued Predictors, and Markovian Data](https://arxiv.org/abs/2611.03653) -- lead source

### ExaTune: exhaustive hyperparameter landscape exploration at scale

- Permalink: https://110010.art/r/fa194dfcfd9b41fc/
- Original: https://arxiv.org/abs/2611.03867
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: ExaTune: Exhaustive Hyperparameter Landscape Exploration at Scale

arXiv:2611.03867v1 Announce Type: new 
Abstract: Hyperparameter optimization (HPO) returns a single optimal configuration, systematically discarding the explored performance landscape that encodes how results depend...

Coverage:
- arXiv cs.LG (2026-11-05): [ExaTune: Exhaustive Hyperparameter Landscape Exploration at Scale](https://arxiv.org/abs/2611.03867) -- lead source

### Embedding semantic entropy: NLI-free semantic uncertainty estimation with geometry-aware clustering

- Permalink: https://110010.art/r/ad5f8d4f4aa34f7d/
- Original: https://arxiv.org/abs/2611.03876
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Embedding Semantic Entropy: NLI-Free Semantic Uncertainty Estimation with Geometry-Aware Clustering

arXiv:2611.03876v1 Announce Type: new 
Abstract: Large Language Models (LLMs) often generate fluent yet incorrect responses, making un- certainty estimation important for reliable deployment. Semantic Entropy (SE)...

Coverage:
- arXiv cs.LG (2026-11-05): [Embedding Semantic Entropy: NLI-Free Semantic Uncertainty Estimation with Geometry-Aware Clustering](https://arxiv.org/abs/2611.03876) -- lead source

### Dr. No: feature steering for abstention in vision-language models

- Permalink: https://110010.art/r/780ab8d1bdad4375/
- Original: https://arxiv.org/abs/2611.03862
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Dr. No: Feature Steering for Abstention in Vision-Language Models

arXiv:2611.03862v1 Announce Type: new 
Abstract: Large foundation models often answer even when the available visual or textual evidence is insufficient to support a reliable conclusion. This failure to abstain makes...

Coverage:
- arXiv cs.LG (2026-11-05): [Dr. No: Feature Steering for Abstention in Vision-Language Models](https://arxiv.org/abs/2611.03862) -- lead source

### Does the Trust Boundary hold over time? A long-horizon benchmark for receiver-directed federated learning

- Permalink: https://110010.art/r/f6de97cfd36041c9/
- Original: https://arxiv.org/abs/2611.03724
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Does the Trust Boundary Hold over Time? A Long-Horizon Benchmark for Receiver-Directed Federated Learning

arXiv:2611.03724v1 Announce Type: new 
Abstract: In receiver-directed federated learning, each site draws a trust boundary. For every source and model component it judges, on its own data, whether the transfer helps...

Coverage:
- arXiv cs.LG (2026-11-05): [Does the Trust Boundary Hold over Time? A Long-Horizon Benchmark for Receiver-Directed Federated Learning](https://arxiv.org/abs/2611.03724) -- lead source

### Combining relevant expert knowledge using mixtures of feedback fuzzy cognitive maps

- Permalink: https://110010.art/r/4b28c1be74064bd8/
- Original: https://arxiv.org/abs/2611.05664
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Combining Relevant Expert Knowledge Using Mixtures of Feedback Fuzzy Cognitive Maps

arXiv:2611.05664v1 Announce Type: new 
Abstract: A neuro-symbolic system should combine only relevant answers from expert agents or other knowledge sources. Using only relevant experts for a given input query becomes...

Coverage:
- arXiv cs.AI (2026-11-05): [Combining Relevant Expert Knowledge Using Mixtures of Feedback Fuzzy Cognitive Maps](https://arxiv.org/abs/2611.05664) -- lead source

### Characterising and calibrating decision-aware proper scoring rules for classifier validation

- Permalink: https://110010.art/r/bf60c06cdcc24a25/
- Original: https://arxiv.org/abs/2611.03734
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Minimal Superior Penalties: Characterising and Calibrating Decision-Aware Proper Scoring Rules

arXiv:2611.03734v1 Announce Type: new 
Abstract: Training a classifier means letting a validation metric decide which model is kept and when training stops. A natural requirement on that metric is superiority: every...

Coverage:
- arXiv cs.LG (2026-11-05): [Minimal Superior Penalties: Characterising and Calibrating Decision-Aware Proper Scoring Rules](https://arxiv.org/abs/2611.03734) -- lead source

### CaRe-KT: continuity-aware retrieval-augmented reasoning for knowledge tracing

- Permalink: https://110010.art/r/aca1b48519844921/
- Original: https://arxiv.org/abs/2611.03744
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: CaRe-KT: Continuity-Aware Retrieval-Augmented Reasoning for Knowledge Tracing

arXiv:2611.03744v1 Announce Type: new 
Abstract: Knowledge tracing (KT) estimates learners' evolving knowledge states from interaction histories to support adaptive learning. Retrieval-augmented KT improves these...

Coverage:
- arXiv cs.LG (2026-11-05): [CaRe-KT: Continuity-Aware Retrieval-Augmented Reasoning for Knowledge Tracing](https://arxiv.org/abs/2611.03744) -- lead source

### Can Large Language Models review the scientific literature? A test against a 102-article benchmark

- Permalink: https://110010.art/r/80154baf532b4b93/
- Original: https://arxiv.org/abs/2611.05459
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-05
- Original headline: Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark

arXiv:2611.05459v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used to support scientific literature reviews, yet evaluations often examine individual tasks rather than the review...

Coverage:
- arXiv cs.AI (2026-11-05): [Can Large Language Models Review the Scientific Literature? A Test Against a 102-Article Benchmark](https://arxiv.org/abs/2611.05459) -- lead source
- arXiv cs.CL (2026-11-06): [How Well Can Large Language Models Impersonate Individual Authors? A Comparative Evaluation](https://arxiv.org/abs/2611.05771)

### BrainBind: bridging synchronized EEG and fMRI through long-form naturalistic video representations

- Permalink: https://110010.art/r/f5567c5bcce74331/
- Original: https://arxiv.org/abs/2611.05581
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: BrainBind: Bridging Synchronized EEG and fMRI through Long-Form Naturalistic Video Representations

arXiv:2611.05581v1 Announce Type: new 
Abstract: Real-world vision is dynamic and scene-rich, while EEG and fMRI resolve it at complementary temporal and spatial scales. Most neural decoding systems, however, align...

Coverage:
- arXiv cs.AI (2026-11-05): [BrainBind: Bridging Synchronized EEG and fMRI through Long-Form Naturalistic Video Representations](https://arxiv.org/abs/2611.05581) -- lead source

### Auditing a model-hub benchmark: data quality, training budgets, and side information in HuggingBench

- Permalink: https://110010.art/r/2262dab6f0b54299/
- Original: https://arxiv.org/abs/2611.03727
- Source: arXiv cs.LG
- Published: 2026-11-05
- Original headline: Auditing a Model-Hub Benchmark: Data Quality, Training Budgets, and Side Information in HuggingBench
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

arXiv:2611.03727v1 Announce Type: new 
Abstract: Benchmarks built from model hubs combine interaction data, knowledge graphs (KGs) and resource documentation, but valid files do not ensure that these artifacts...

Coverage:
- arXiv cs.LG (2026-11-05): [Auditing a Model-Hub Benchmark: Data Quality, Training Budgets, and Side Information in HuggingBench](https://arxiv.org/abs/2611.03727) -- lead source

### Attributing agent failures to their history requires an executed counterfactual and reporting standard

- Permalink: https://110010.art/r/b5a8f3b4e63d47d9/
- Original: https://arxiv.org/abs/2611.05650
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Attributing Agent Failures to Their History Needs an Executed Counterfactual: Toward a Reporting Standard

arXiv:2611.05650v1 Announce Type: new 
Abstract: Published explanations of why long-horizon agents fail are commonly taxonomies labeled over completed trajectories: a judge reads a transcript and names the failure....

Coverage:
- arXiv cs.AI (2026-11-05): [Attributing Agent Failures to Their History Needs an Executed Counterfactual: Toward a Reporting Standard](https://arxiv.org/abs/2611.05650) -- lead source

### Assurance-conditioned continuous authorization for autonomous AI agents

- Permalink: https://110010.art/r/a21815dc6ae34c2f/
- Original: https://arxiv.org/abs/2611.05632
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-05
- Original headline: Assurance-Conditioned Continuous Authorization for Autonomous AI Agents

arXiv:2611.05632v1 Announce Type: new 
Abstract: Autonomous software agents can act through tools, delegate work, and change their models or execution environments while earlier authorizations remain in flight. We...

Coverage:
- Hacker News (AI) (2026-11-04): [Human-in-the-loop authorization for AI agents](https://news.ycombinator.com/item?id=50367344)
- arXiv cs.AI (2026-11-05): [Assurance-Conditioned Continuous Authorization for Autonomous AI Agents](https://arxiv.org/abs/2611.05632) -- lead source
- Hacker News (AI) (2026-11-05): [Shotoku – local authorization layer for AI agents](https://news.ycombinator.com/item?id=50380795)

### Anduin: evaluating sybil-resistant provider ratings from onchain payment histories in a 157-day dataset

- Permalink: https://110010.art/r/67e7a03e20464ae0/
- Original: https://arxiv.org/abs/2611.05586
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Anduin: A sybil-resistant agentic marketplace reputation system

arXiv:2611.05586v1 Announce Type: new 
Abstract: As autonomous AI agents enter permissionless onchain markets, selecting new service providers remains a core challenge. Existing reputation systems depend on scarce...

Coverage:
- arXiv cs.AI (2026-11-05): [Anduin: A sybil-resistant agentic marketplace reputation system](https://arxiv.org/abs/2611.05586) -- lead source

### AGORA uses item-response theory to weight LLM judges for reliability-aware aggregation

- Permalink: https://110010.art/r/ef6e2be733f544e9/
- Original: https://arxiv.org/abs/2611.05556
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: AGORA: Reliability-Aware Aggregation of LLM Judges via Item-Response Theory

arXiv:2611.05556v1 Announce Type: new 
Abstract: LLM-as-a-judge is a common substitute for costly human evaluation, and aggregating several judges is the standard remedy for any single judge's bias. Judge pools mix...

Coverage:
- arXiv cs.AI (2026-11-05): [AGORA: Reliability-Aware Aggregation of LLM Judges via Item-Response Theory](https://arxiv.org/abs/2611.05556) -- lead source

### Agent harness awareness: turning verified telemetry into operational control for tool-using agents

- Permalink: https://110010.art/r/6632d0a2049a45d9/
- Original: https://arxiv.org/abs/2611.05391
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: Agent Harness Awareness: Turning Verified Telemetry into Operational Control for Tool-Using Agents

arXiv:2611.05391v1 Announce Type: new 
Abstract: Tool descriptions tell an agent what an action can do, but they do not necessarily reveal whether that action is healthy or suitable at the moment of use. Execution...

Coverage:
- arXiv cs.AI (2026-11-05): [Agent Harness Awareness: Turning Verified Telemetry into Operational Control for Tool-Using Agents](https://arxiv.org/abs/2611.05391) -- lead source

### A feasibility condition for confidence-gated tiered LLM inference

- Permalink: https://110010.art/r/4d9050d5adfa4c33/
- Original: https://arxiv.org/abs/2611.05394
- Source: arXiv cs.AI
- Published: 2026-11-05
- Original headline: A Feasibility Condition for Confidence-Gated Tiered LLM Inference

arXiv:2611.05394v1 Announce Type: new 
Abstract: Tiered inference distributes large language model computation across a hierarchy of devices, from on-device and edge hardware to the datacenter, and is increasingly...

Coverage:
- arXiv cs.AI (2026-11-05): [A Feasibility Condition for Confidence-Gated Tiered LLM Inference](https://arxiv.org/abs/2611.05394) -- lead source

### AI helps humans define gray areas through agile deliberation

- Permalink: https://110010.art/r/0a0b76fd533f40bc/
- Original: https://research.google/blog/agile-deliberation-how-ai-helps-humans-define-the-gray-areas/
- Source: Google Research
- Published: 2026-11-04
- Original headline: Agile Deliberation: How AI helps humans define the gray areas

Data Mining & Modeling

Coverage:
- Google Research (2026-11-04): [Agile Deliberation: How AI helps humans define the gray areas](https://research.google/blog/agile-deliberation-how-ai-helps-humans-define-the-gray-areas/) -- lead source

### Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost

- Permalink: https://110010.art/r/f84046889e2e4036/
- Original: https://arxiv.org/abs/2611.03852
- Source: arXiv cs.CL
- Published: 2026-11-04

arXiv:2611.03852v1 Announce Type: new 
Abstract: Reasoning substantially improves language models' ability to solve difficult problems, but long reasoning traces make these gains expensive. Efficient reasoning should...

Coverage:
- arXiv cs.CL (2026-11-04): [Why Pay for Long Reasoning When Rewrite Do Trick? Causal Effects of Reasoning History Compaction on Future Generation and Agent Cost](https://arxiv.org/abs/2611.03852) -- lead source

### Where do distilled students store thinking?

- Permalink: https://110010.art/r/fc15d313c6004c53/
- Original: https://arxiv.org/abs/2611.04141
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Where Do Distilled Students Store Thinking?

arXiv:2611.04141v1 Announce Type: new 
Abstract: Small students degrade on large reasoning models' (LRMs') long solutions, so recent work shortens them by interpolating an LRM with a short-answer model at ratio...

Coverage:
- arXiv cs.CL (2026-11-04): [Where Do Distilled Students Store Thinking?](https://arxiv.org/abs/2611.04141) -- lead source

### What is this memory useful for? Measuring task-conditioned utility in long-term agent memory

- Permalink: https://110010.art/r/0b50ff46b12240b3/
- Original: https://arxiv.org/abs/2611.03930
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: What Is This Memory Useful For? Measuring Task-Conditioned Utility in Long-Term Agent Memory

arXiv:2611.03930v1 Announce Type: new 
Abstract: A stored experience may answer one future question and offer little help with another. We measure this task-conditioned utility rather than assigning each memory a...

Coverage:
- arXiv cs.AI (2026-11-04): [What Is This Memory Useful For? Measuring Task-Conditioned Utility in Long-Term Agent Memory](https://arxiv.org/abs/2611.03930) -- lead source

### WASP-Mem proposes organizing procedural memory in LLM agents; humans spend effort on diagnosis

- Permalink: https://110010.art/r/734d0152c7ef407e/
- Original: https://arxiv.org/abs/2611.04003
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: WASP-Mem: Let Agent Organize Procedural Memory. Human Spend Effort on Diagnosis

arXiv:2611.04003v1 Announce Type: new 
Abstract: LLM agents struggle to automate complex enterprise procedures because static, pre-built harness cannot capture proprietary policies, undocumented behaviors, or...

Coverage:
- arXiv cs.AI (2026-11-04): [WASP-Mem: Let Agent Organize Procedural Memory. Human Spend Effort on Diagnosis](https://arxiv.org/abs/2611.04003) -- lead source

### VagueBench: benchmark robustness of embodied agents under ambient context illusions

- Permalink: https://110010.art/r/1e0cd38ad3f2459e/
- Original: https://arxiv.org/abs/2611.03765
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: VagueBench: Benchmarking the Robustness of Embodied Agents on Ambient Context Illusions

arXiv:2611.03765v1 Announce Type: new 
Abstract: Embodied agents are increasingly deployed in open-world environments, yet current robustness evaluations remain biased toward hazardous instructions and jailbreak...

Coverage:
- arXiv cs.AI (2026-11-04): [VagueBench: Benchmarking the Robustness of Embodied Agents on Ambient Context Illusions](https://arxiv.org/abs/2611.03765) -- lead source
- arXiv cs.AI (2026-11-05): [Towards Robust Long-Lived Agents: Benchmarking Experience Lifecycles in Evolving Environments](https://arxiv.org/abs/2611.05450)
- arXiv cs.AI (2026-11-05): [SlackBench: Benchmarking Agents on Collaborative Projects Grounded in Real Code Repositories](https://arxiv.org/abs/2611.05512)

### Unsatz evaluates discovering a model structure without a given ansatz

- Permalink: https://110010.art/r/4bd1484dae7a4bb3/
- Original: https://arxiv.org/abs/2611.03713
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Unsatz: Evaluating Scientific Discovery Without a Given Ansatz

arXiv:2611.03713v1 Announce Type: new 
Abstract: Before a scientist fits any parameter, they must decide what the model contains: which quantities exist, which are hidden, how they interact, and how they are...

Coverage:
- arXiv cs.AI (2026-11-04): [Unsatz: Evaluating Scientific Discovery Without a Given Ansatz](https://arxiv.org/abs/2611.03713) -- lead source

### TransfoRhythm: a transformer architecture conductive to blood pressure estimation via solo PPG signal capturing

- Permalink: https://110010.art/r/808de92336534889/
- Original: https://arxiv.org/abs/2404.15352
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing

arXiv:2404.15352v3 Announce Type: replace-cross 
Abstract: Recent statistics indicate that approximately 1.3 billion individuals worldwide suffer from hypertension, a leading cause of premature death globally. Blood...

Coverage:
- arXiv cs.LG (2026-11-04): [TransfoRhythm: A Transformer Architecture Conductive to Blood Pressure Estimation via Solo PPG Signal Capturing](https://arxiv.org/abs/2404.15352) -- lead source

### Training LLM agents to automate LLM post-training with RSI-Dojo

- Permalink: https://110010.art/r/d50d962ddbdc4dc6/
- Original: https://arxiv.org/abs/2611.03698
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Training LLM Agents to Automate LLM Post-Training with RSI-Dojo

arXiv:2611.03698v1 Announce Type: new 
Abstract: Recursive Self-Improvement (RSI) aims to enable AI systems to autonomously build and improve AI systems themselves, including models, harnesses, and underlying...

Coverage:
- arXiv cs.AI (2026-11-04): [Training LLM Agents to Automate LLM Post-Training with RSI-Dojo](https://arxiv.org/abs/2611.03698) -- lead source

### Tokenization myths debunked; BPB depends on tokenizer and vocabulary size

- Permalink: https://110010.art/r/a5310a6dbf344ce7/
- Original: https://arxiv.org/abs/2611.04215
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Tokenizer Myths and Where To Find Them

arXiv:2611.04215v1 Announce Type: new 
Abstract: Tokenization is a fundamental component of modern language models: before a model sees data, its tokenizer has already determined how the data appears. We identify and...

Coverage:
- arXiv cs.CL (2026-11-04): [Tokenizer Myths and Where To Find Them](https://arxiv.org/abs/2611.04215) -- lead source

### Thinking Fast, trading late: System One decision models vs the market

- Permalink: https://110010.art/r/c5fbd9682587491d/
- Original: https://arxiv.org/abs/2611.03985
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-04
- Original headline: Thinking Fast, Trading Late: System One Decision Models vs the Market
- Tags: [Jev](https://110010.art/tags/jev/)

arXiv:2611.03985v1 Announce Type: new 
Abstract: Large language models (LLMs) read company news at scale, and backtests suggest that their readings predict stock returns. We ask how much of that predictability...

Coverage:
- arXiv cs.AI (2026-11-04): [Thinking Fast, Trading Late: System One Decision Models vs the Market](https://arxiv.org/abs/2611.03985) -- lead source
- arXiv cs.LG (2026-11-05): [Honest Small Decision Models for Finance: Scale, Specialization Collapse, and Mixed-Corpus Remediation](https://arxiv.org/abs/2611.03755)

### Taurus: LLM-in-the-Loop CT annotation matches coding agents at half the cost

- Permalink: https://110010.art/r/4360b959de0b41b2/
- Original: https://arxiv.org/abs/2611.00247
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Taurus: LLM-in-the-Loop CT Annotation Matches Coding Agents at Half the Cost

arXiv:2611.00247v1 Announce Type: new 
Abstract: Dense labels of the aorta in CT are slow to draw, and the public aortic CT datasets that could stand in for them each label different structures under their own...

Coverage:
- arXiv cs.AI (2026-11-04): [Taurus: LLM-in-the-Loop CT Annotation Matches Coding Agents at Half the Cost](https://arxiv.org/abs/2611.00247) -- lead source

### Swapping the judge changes the ranking: a preregistered study of cross-provider replication in LLM-judged system comparisons

- Permalink: https://110010.art/r/b5c21953c22e4a5e/
- Original: https://arxiv.org/abs/2611.04090
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Swapping the Judge Changes the Ranking: A Preregistered Study of Cross-Provider Replication in LLM-Judged System Comparisons

arXiv:2611.04090v1 Announce Type: new 
Abstract: Practitioners who compare systems with an LLM judge and have no human labels often check a conclusion by repeating it with a judge from another provider. We test how...

Coverage:
- arXiv cs.CL (2026-11-04): [Swapping the Judge Changes the Ranking: A Preregistered Study of Cross-Provider Replication in LLM-Judged System Comparisons](https://arxiv.org/abs/2611.04090) -- lead source

### Subspace node pruning reduces network size by removing nodes via a common quadratic form in a pruning subspace

- Permalink: https://110010.art/r/2023c0ef4e3646e8/
- Original: https://arxiv.org/abs/2405.17506
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: Subspace Node Pruning

arXiv:2405.17506v4 Announce Type: replace 
Abstract: Node pruning is the art of removing computational units such as neurons, filters, attention heads, or even entire layers to significantly reduce inference time...

Coverage:
- arXiv cs.LG (2026-11-04): [Subspace Node Pruning](https://arxiv.org/abs/2405.17506) -- lead source

### Streaming quantile matching for ordinal-aware LLM-as-a-judge calibration; quantiles, not points, improves post-hoc alignment with human ratings

- Permalink: https://110010.art/r/ddda3be0eed34ab1/
- Original: https://arxiv.org/abs/2611.00447
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Quantiles, Not Points: Streaming Quantile Matching for Ordinal-Aware LLM-as-a-Judge Calibration

arXiv:2611.00447v1 Announce Type: new 
Abstract: LLM-as-a-judge scores are often distributionally shifted from human ratings on any given evaluation task, and post-hoc calibration (mapping LLM to human scores in a...

Coverage:
- arXiv cs.AI (2026-11-04): [Quantiles, Not Points: Streaming Quantile Matching for Ordinal-Aware LLM-as-a-Judge Calibration](https://arxiv.org/abs/2611.00447) -- lead source

### SLATE: a large-scale benchmark for long-horizon API selection in e-commerce tool use

- Permalink: https://110010.art/r/3f766ef3b5d74d3e/
- Original: https://arxiv.org/abs/2611.03982
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: SLATE: A Large-Scale Benchmark for Long-Horizon API Selection in E-commerce Tool Use

arXiv:2611.03982v1 Announce Type: new 
Abstract: Enterprises increasingly want LLM agents to automate standard operating procedures over their software stacks -- mapping each step of a procedure to the right call...

Coverage:
- arXiv cs.CL (2026-11-04): [SLATE: A Large-Scale Benchmark for Long-Horizon API Selection in E-commerce Tool Use](https://arxiv.org/abs/2611.03982) -- lead source

### Shared context candidate scoring with jointly adapted readout networks

- Permalink: https://110010.art/r/958b542249704bc3/
- Original: https://arxiv.org/abs/2611.04218
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Shared Context Candidate Scoring with Jointly Adapted Readout Networks
- Tags: [Qwen](https://110010.art/tags/qwen/)

arXiv:2611.04218v1 Announce Type: new 
Abstract: Repeated decisions over a shared document create two distinct opportunities: reusing document computation and adapting how question representations score candidate...

Coverage:
- arXiv cs.CL (2026-11-04): [Shared Context Candidate Scoring with Jointly Adapted Readout Networks](https://arxiv.org/abs/2611.04218) -- lead source

### Say Less, Mean Better: Training-free verbosity control for language models

- Permalink: https://110010.art/r/540977e70f0c40e0/
- Original: https://arxiv.org/abs/2611.04107
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Say Less, Mean Better: Training-Free Verbosity Control for Language Models

arXiv:2611.04107v1 Announce Type: new 
Abstract: Large language models (LLMs) often generate responses longer than necessary, increasing inference latency and computational cost. While prompting can encourage...

Coverage:
- arXiv cs.CL (2026-11-04): [Say Less, Mean Better: Training-Free Verbosity Control for Language Models](https://arxiv.org/abs/2611.04107) -- lead source
- arXiv cs.CL (2026-11-04): [Sparse Internal Control of Language Models](https://arxiv.org/abs/2611.04349)

### Same rule, different verdicts: rubric language and clause structure influence LLM judges for Korean support dialogues

- Permalink: https://110010.art/r/106f4b8fce274568/
- Original: https://arxiv.org/abs/2611.04091
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Same Rule, Different Verdicts: Rubric Language and Clause Structure in LLM Judges for Korean Support Dialogues

arXiv:2611.04091v1 Announce Type: new 
Abstract: Services that operate in Korean often write their evaluation rubrics in Korean and hand them to an LLM judge. We test whether a judge's verdict depends on the language...

Coverage:
- arXiv cs.CL (2026-11-04): [Same Rule, Different Verdicts: Rubric Language and Clause Structure in LLM Judges for Korean Support Dialogues](https://arxiv.org/abs/2611.04091) -- lead source

### Rethinking next-visit diagnosis prediction beyond aggregate metrics: Retrieval–memory multi-agent adjudication

- Permalink: https://110010.art/r/14a52d47b14843d5/
- Original: https://arxiv.org/abs/2611.03826
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Rethinking Next-Visit Diagnosis Prediction Beyond Aggregate Metrics: Retrieval--Memory Multi-Agent Adjudication

arXiv:2611.03826v1 Announce Type: new 
Abstract: Next-visit diagnosis prediction forecasts the diagnoses documented at a patient's next encounter, turning retrospective electronic health records into prospective...

Coverage:
- arXiv cs.CL (2026-11-04): [Rethinking Next-Visit Diagnosis Prediction Beyond Aggregate Metrics: Retrieval--Memory Multi-Agent Adjudication](https://arxiv.org/abs/2611.03826) -- lead source

### Researchers find that personal AI tools under deadline pressure can create consumption bottlenecks and AI-induced research silos, despite AI assistance boosting individual productivity

- Permalink: https://110010.art/r/3e802fd685bc4120/
- Original: https://arxiv.org/abs/2611.03946
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: We Ran a Research Sprint With AI. The AI Worked. The Research Didn't

arXiv:2611.03946v1 Announce Type: new 
Abstract: Generative AI tools for research are widely deployed, yet individual productivity gains do not guarantee better team research. We argue that how AI use is structured...

Coverage:
- arXiv cs.AI (2026-11-04): [We Ran a Research Sprint With AI. The AI Worked. The Research Didn't](https://arxiv.org/abs/2611.03946) -- lead source

### Reimagining Text-to-SQL: a survey of large language model architectures and strategies

- Permalink: https://110010.art/r/5e80789884fb459e/
- Original: https://arxiv.org/abs/2611.00171
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Reimagining Text-to-SQL: A Survey of Large Language Model Architectures and Strategies

arXiv:2611.00171v1 Announce Type: new 
Abstract: Text-to-SQL systems translate natural language questions into executable SQL queries, democratizing access to relational data. Early approaches relied on handcrafted...

Coverage:
- arXiv cs.AI (2026-11-04): [Reimagining Text-to-SQL: A Survey of Large Language Model Architectures and Strategies](https://arxiv.org/abs/2611.00171) -- lead source

### Reasoning text has simpler co-occurrence topology than non-reasoning text; higher-quality reasoning has simpler topology than lower-quality reasoning

- Permalink: https://110010.art/r/6811ff4e413a496e/
- Original: https://arxiv.org/abs/2611.03739
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Reasoning is topologically simple

arXiv:2611.03739v1 Announce Type: new 
Abstract: We formulate and investigate the hypothesis that reasoning text has simpler co-occurrence topology than non-reasoning text, and that higher-quality reasoning has...

Coverage:
- arXiv cs.AI (2026-11-04): [Reasoning is topologically simple](https://arxiv.org/abs/2611.03739) -- lead source

### RE-SciVQA: improving scientific VQA with context-relevant retrieval and lightweight MLLM adaptation

- Permalink: https://110010.art/r/0e33e2ff89fd4a28/
- Original: https://arxiv.org/abs/2611.00242
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: RE-SciVQA: Improving Scientific VQA With Context-Relevant Retrieval and Lightweight MLLM Adaptation

arXiv:2611.00242v1 Announce Type: new 
Abstract: A deep understanding of scientific literature often relies on interpreting figures that contain key information beyond the main text. Leveraging Large Language Models...

Coverage:
- arXiv cs.AI (2026-11-04): [RE-SciVQA: Improving Scientific VQA With Context-Relevant Retrieval and Lightweight MLLM Adaptation](https://arxiv.org/abs/2611.00242) -- lead source

### Quantifying local and global fidelity of nonlinear embeddings

- Permalink: https://110010.art/r/e8917d960d5b486e/
- Original: https://arxiv.org/abs/2611.00290
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Quantifying Local and Global Fidelity of Nonlinear Embeddings

arXiv:2611.00290v1 Announce Type: new 
Abstract: Dimension reduction methods are chosen by a common claim: t-SNE and UMAP preserve local structure, and PCA preserves global structure. Checking it on given data takes...

Coverage:
- arXiv cs.AI (2026-11-04): [Quantifying Local and Global Fidelity of Nonlinear Embeddings](https://arxiv.org/abs/2611.00290) -- lead source

### ProofPaths: an AI agentic framework combines rubric-based grading with interactive interviews to assess student reasoning

- Permalink: https://110010.art/r/da132d712cc44e92/
- Original: https://arxiv.org/abs/2611.03882
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: ProofPaths: An AI Agent Framework for Assessing Student Reasoning

arXiv:2611.03882v1 Announce Type: new 
Abstract: Students can use large language models to complete assignments, but a correct solution does not establish whether they understand the reasoning behind it....

Coverage:
- arXiv cs.AI (2026-11-04): [ProofPaths: An AI Agent Framework for Assessing Student Reasoning](https://arxiv.org/abs/2611.03882) -- lead source

### Performance, scalability and maintenance: an experimental study of RPA vs. autonomous agents in the healthcare domain

- Permalink: https://110010.art/r/2a9f43977c85404c/
- Original: https://arxiv.org/abs/2611.03853
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Performance, Scalability and Maintenance: An Experimental Study of RPA vs. Autonomous Agents in the Healthcare Domain

arXiv:2611.03853v1 Announce Type: new 
Abstract: Healthcare information systems are fragmented, and retrieving data from legacy web portals is a recurrent need. Robotic Process Automation (RPA) is deterministic but...

Coverage:
- arXiv cs.AI (2026-11-04): [Performance, Scalability and Maintenance: An Experimental Study of RPA vs. Autonomous Agents in the Healthcare Domain](https://arxiv.org/abs/2611.03853) -- lead source

### PatchScout: Thematic web data collection via information foraging

- Permalink: https://110010.art/r/1002aa821ecc440b/
- Original: https://arxiv.org/abs/2611.00169
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: PatchScout: Thematic Web Data Collection via Information Foraging

arXiv:2611.00169v1 Announce Type: new 
Abstract: Researchers often need web corpora that are not answers to a single query, but reusable collections of documents spanning many decentralized sources. We refer to this...

Coverage:
- arXiv cs.AI (2026-11-04): [PatchScout: Thematic Web Data Collection via Information Foraging](https://arxiv.org/abs/2611.00169) -- lead source

### ParallACT benchmark enables orchestrator-free multi-agent coding tasks in shared repositories

- Permalink: https://110010.art/r/7e41ae98cd3f4cc7/
- Original: https://arxiv.org/abs/2611.00314
- Source: arXiv cs.AI (2 sources)
- Published: 2026-11-04
- Original headline: Decentralized Multi-Agent Coordination and Communication in Shared Codebases

arXiv:2611.00314v1 Announce Type: new 
Abstract: Coding agents working in shared repositories may receive separate, independently-motivated requests from human developers, creating a setting that is multi-agent by...

Coverage:
- arXiv cs.AI (2026-11-04): [Decentralized Multi-Agent Coordination and Communication in Shared Codebases](https://arxiv.org/abs/2611.00314) -- lead source
- arXiv cs.CL (2026-11-06): [TandemBench: Benchmarking Decision Models for Multi-Agent Collaboration](https://arxiv.org/abs/2611.05827)

### PACT: Certifying what is written in parallel decoding of diffusion language models

- Permalink: https://110010.art/r/fbd21aaaa0534244/
- Original: https://arxiv.org/abs/2611.04152
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: PACT: Certifying What Is Written in Parallel Decoding of Diffusion Language Models

arXiv:2611.04152v1 Announce Type: new 
Abstract: Parallel decoding speeds up masked diffusion language models by writing several tokens per forward pass. Published commit rules choose these tokens by testing the...

Coverage:
- arXiv cs.CL (2026-11-04): [PACT: Certifying What Is Written in Parallel Decoding of Diffusion Language Models](https://arxiv.org/abs/2611.04152) -- lead source

### OmniPiano: diverse dexterous piano-playing challenges for standard, robust, safe, and multi-agent RL

- Permalink: https://110010.art/r/2e643e4b5d1a43d7/
- Original: https://arxiv.org/abs/2611.00243
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: OmniPiano: Diverse Dexterous Piano-Playing Challenges for Standard, Robust, Safe, and Multi-Agent RL

arXiv:2611.00243v1 Announce Type: new 
Abstract: Dexterous robotic manipulation remains a major challenge in robotics, exemplified by piano playing, which requires coordinated control of fingers and provides a...

Coverage:
- arXiv cs.AI (2026-11-04): [OmniPiano: Diverse Dexterous Piano-Playing Challenges for Standard, Robust, Safe, and Multi-Agent RL](https://arxiv.org/abs/2611.00243) -- lead source

### OmniMechanism design for human-AI collaboration with impressionable minds

- Permalink: https://110010.art/r/2d971be79c0f4fb5/
- Original: https://arxiv.org/abs/2611.00441
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: OmniMechanism Design for Human-AI Collaboration with Impressionable Minds

arXiv:2611.00441v1 Announce Type: new 
Abstract: As AI systems are increasingly deployed in high-stakes domains such as healthcare, effectively integrating human expertise with AI outputs is critical for reliable...

Coverage:
- arXiv cs.AI (2026-11-04): [OmniMechanism Design for Human-AI Collaboration with Impressionable Minds](https://arxiv.org/abs/2611.00441) -- lead source

### Nonconformal distortion and local orientation reversal in the Fourier circuit of a modular-addition transformer

- Permalink: https://110010.art/r/dfd9696ac5324813/
- Original: https://arxiv.org/abs/2611.00414
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Nonconformal Distortion and Local Orientation Reversal in the Fourier Circuit of a Modular-Addition Transformer

arXiv:2611.00414v1 Announce Type: new 
Abstract: We study the local differential geometry of a Fourier-based modular-addition circuit in a one-layer transformer whose algorithm has previously been reverse-engineered....

Coverage:
- arXiv cs.AI (2026-11-04): [Nonconformal Distortion and Local Orientation Reversal in the Fourier Circuit of a Modular-Addition Transformer](https://arxiv.org/abs/2611.00414) -- lead source

### Neurons Are All You Need

- Permalink: https://110010.art/r/c7eed7014d2142a4/
- Original: https://arxiv.org/abs/2611.00186
- Source: arXiv cs.AI
- Published: 2026-11-04

arXiv:2611.00186v1 Announce Type: new 
Abstract: For decades, artificial neural networks have operated under the assumption that durable, learned capability resides exclusively in adaptive synaptic parameters,...

Coverage:
- arXiv cs.AI (2026-11-04): [Neurons Are All You Need](https://arxiv.org/abs/2611.00186) -- lead source

### Min-Max theory of language behavior: humans minimize processing effort while maximizing information content, shaping language evolution

- Permalink: https://110010.art/r/efd43b8be8064fdb/
- Original: https://arxiv.org/abs/2611.04406
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: The Min-Max theory of language behavior

arXiv:2611.04406v1 Announce Type: new 
Abstract: The "Min-Max" theory of language behavior proposes that humans engage simultaneously in minimization of processing effort and maximization of information content, and...

Coverage:
- arXiv cs.CL (2026-11-04): [The Min-Max theory of language behavior](https://arxiv.org/abs/2611.04406) -- lead source

### Measuring model-specific alignment drift in LLM-based opinion dynamics

- Permalink: https://110010.art/r/dd0e7e122ab34efb/
- Original: https://arxiv.org/abs/2611.03980
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Measuring Model-Specific Alignment Drift in LLM-Based Opinion Dynamics

arXiv:2611.03980v1 Announce Type: new 
Abstract: Large language model (LLM) agents are increasingly used as synthetic participants in opinion-dynamics experiments, often assuming that an agent's behaviour is fully...

Coverage:
- arXiv cs.AI (2026-11-04): [Measuring Model-Specific Alignment Drift in LLM-Based Opinion Dynamics](https://arxiv.org/abs/2611.03980) -- lead source

### MCPGuard detects conformance gaps in MCP SDKs through dual-track analysis and dynamic adjudication

- Permalink: https://110010.art/r/3df85bba3e114f81/
- Original: https://arxiv.org/abs/2611.03662
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: MCPGuard: Finding Conformance Gaps in MCP SDKs via Dual-Track Analysis and Dynamic Adjudication

arXiv:2611.03662v1 Announce Type: new 
Abstract: The Model Context Protocol (MCP) connects large language model agents to external tools and services through official SDKs that implement message validation and...

Coverage:
- arXiv cs.AI (2026-11-04): [MCPGuard: Finding Conformance Gaps in MCP SDKs via Dual-Track Analysis and Dynamic Adjudication](https://arxiv.org/abs/2611.03662) -- lead source

### Matching with Choice: Menu design for patient–provider assignment

- Permalink: https://110010.art/r/a3630d1733ff4dc0/
- Original: https://arxiv.org/abs/2502.10353
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: Matching with Choice: Menu Design for Patient--Provider Assignment

arXiv:2502.10353v3 Announce Type: replace-cross 
Abstract: High-quality matches between patients and primary care providers improve downstream health outcomes, yet provider turnover breaks these matches and forces...

Coverage:
- arXiv cs.LG (2026-11-04): [Matching with Choice: Menu Design for Patient--Provider Assignment](https://arxiv.org/abs/2502.10353) -- lead source

### Low-rank hierarchical merging for efficient long-to-short reasoning

- Permalink: https://110010.art/r/c1579653d3c741b9/
- Original: https://arxiv.org/abs/2611.03834
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Low-Rank Hierarchical Merging for Efficient Long-to-Short Reasoning

arXiv:2611.03834v1 Announce Type: new 
Abstract: Long-to-Short (L2S) model merging seeks to combine the strong reasoning capability of long chain-of-thought models with the concise style of base models, but existing...

Coverage:
- arXiv cs.AI (2026-11-04): [Low-Rank Hierarchical Merging for Efficient Long-to-Short Reasoning](https://arxiv.org/abs/2611.03834) -- lead source

### LOLPlay: benchmarking real-time visual agents in League of Legends

- Permalink: https://110010.art/r/1993291908b147ab/
- Original: https://arxiv.org/abs/2611.03685
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: LOLPlay: Benchmarking Real-Time Visual Agents in League of Legends

arXiv:2611.03685v1 Announce Type: new 
Abstract: Visual agents need to coordinate reasoning and action while their environment evolves during inference. We introduce LOLPlay, a benchmark in native \emph{League of...

Coverage:
- arXiv cs.AI (2026-11-04): [LOLPlay: Benchmarking Real-Time Visual Agents in League of Legends](https://arxiv.org/abs/2611.03685) -- lead source

### Learning to bid and bundle: a posterior-sampling agent for online retail

- Permalink: https://110010.art/r/7ecc33120ae047a0/
- Original: https://arxiv.org/abs/2611.00165
- Source: arXiv cs.AI
- Published: 2026-11-04

arXiv:2611.00165v1 Announce Type: new 
Abstract: An online retailer launching a perishable product bids for sponsored-search clicks, discounts a bundle with an always-stocked staple and displays its remaining stock,...

Coverage:
- arXiv cs.AI (2026-11-04): [Learning to bid and bundle: a posterior-sampling agent for online retail](https://arxiv.org/abs/2611.00165) -- lead source

### LaplaceDiag uses changes in actuator effects to identify faulty components from sensor anomalies.

- Permalink: https://110010.art/r/815b3370beb343d3/
- Original: https://arxiv.org/abs/2611.03849
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: LaplaceDiag: Fault Diagnosis through Changes in Learned Actuator Effects

arXiv:2611.03849v1 Announce Type: new 
Abstract: Identifying faulty components from sensor anomalies is difficult because fault effects can propagate through a plant and different faults can produce similar...

Coverage:
- arXiv cs.AI (2026-11-04): [LaplaceDiag: Fault Diagnosis through Changes in Learned Actuator Effects](https://arxiv.org/abs/2611.03849) -- lead source

### Interventional competence cannot be learned from data alone; predictive gains may require persistent errors in response to interventions, even for deterministic predictors under squared-error loss.

- Permalink: https://110010.art/r/512e723b82594f9d/
- Original: https://arxiv.org/abs/2611.03861
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Predictive gains, causal losses: why interventional competence cannot be learned from data alone

arXiv:2611.03861v1 Announce Type: new 
Abstract: Retaining predictive gains can require persistent errors in a model's response to interventions. For deterministic predictors with finite second moments under...

Coverage:
- arXiv cs.AI (2026-11-04): [Predictive gains, causal losses: why interventional competence cannot be learned from data alone](https://arxiv.org/abs/2611.03861) -- lead source

### Heterogeneous graph attention network with multimodal feature selection for cancer multiomics integration

- Permalink: https://110010.art/r/c663de5e95bd4cc7/
- Original: https://arxiv.org/abs/2408.02845
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: Heterogeneous Graph Attention Network With Multimodal Feature Selection for Cancer Multiomics Integration

arXiv:2408.02845v2 Announce Type: replace 
Abstract: The increase in high-dimensional multiomics data demands advanced integration models to capture the complexity of human diseases. Graph-based deep learning...

Coverage:
- arXiv cs.LG (2026-11-04): [Heterogeneous Graph Attention Network With Multimodal Feature Selection for Cancer Multiomics Integration](https://arxiv.org/abs/2408.02845) -- lead source

### Hacking or just failing? A more capable LLM monitor better separates reward hacking from honest failure

- Permalink: https://110010.art/r/cd406166697043a7/
- Original: https://arxiv.org/abs/2611.00407
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Hacking or Just Failing? A More Capable LLM Monitor Better Separates Reward Hacking from Honest Failure
- Tags: [Llama](https://110010.art/tags/llama/)

arXiv:2611.00407v1 Announce Type: new 
Abstract: An agent's visible score can exceed its real progress because it gamed the score or because it simply made mistakes, so a useful reward-hacking monitor must tell the...

Coverage:
- arXiv cs.AI (2026-11-04): [Hacking or Just Failing? A More Capable LLM Monitor Better Separates Reward Hacking from Honest Failure](https://arxiv.org/abs/2611.00407) -- lead source

### Growth of the parameters in approximating ReLU neural networks as they converge to a target function

- Permalink: https://110010.art/r/dd348602584d4e09/
- Original: https://arxiv.org/abs/2406.14936
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: On the growth of the parameters of approximating ReLU neural networks

arXiv:2406.14936v2 Announce Type: replace 
Abstract: This work focuses on the analysis of fully connected feed forward ReLU neural networks as they approximate a given, smooth function. In contrast to conventionally...

Coverage:
- arXiv cs.LG (2026-11-04): [On the growth of the parameters of approximating ReLU neural networks](https://arxiv.org/abs/2406.14936) -- lead source

### Generalized Sparse Fuzzy Clustering framework with automated cluster cardinality estimation

- Permalink: https://110010.art/r/f06c3d88f9ce40a3/
- Original: https://arxiv.org/abs/2611.00159
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: A Generalized Sparse Fuzzy Clustering Framework with Automated Cluster Cardinality Estimation Ability

arXiv:2611.00159v1 Announce Type: new 
Abstract: Fuzzy clustering provides a robust framework for handling ambiguous and overlapping data boundaries, yet its traditional formulation generates entirely dense...

Coverage:
- arXiv cs.AI (2026-11-04): [A Generalized Sparse Fuzzy Clustering Framework with Automated Cluster Cardinality Estimation Ability](https://arxiv.org/abs/2611.00159) -- lead source

### Functional-group knowledge is structured in language models before it is spoken

- Permalink: https://110010.art/r/b7372e387ff84645/
- Original: https://arxiv.org/abs/2611.03684
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Functional-Group Knowledge Is Structured in Language Models Before It Is Spoken

arXiv:2611.03684v1 Announce Type: new 
Abstract: Language models serve as the reasoning core of agents for chemistry and materials science, where they must interpret molecular structure before planning syntheses or...

Coverage:
- arXiv cs.AI (2026-11-04): [Functional-Group Knowledge Is Structured in Language Models Before It Is Spoken](https://arxiv.org/abs/2611.03684) -- lead source

### From Cross-Section to Cross-Omics: Conditional Cell Nucleus Image Editing in Spatial Transcriptomics

- Permalink: https://110010.art/r/ddbb8e53b81941a4/
- Original: https://arxiv.org/abs/2611.00226
- Source: arXiv cs.AI
- Published: 2026-11-04

arXiv:2611.00226v1 Announce Type: new 
Abstract: Spatial transcriptomics (ST) platforms simultaneously measure gene expression and capture cell nucleus images at single-cell resolution. A fundamental property of...

Coverage:
- arXiv cs.AI (2026-11-04): [From Cross-Section to Cross-Omics: Conditional Cell Nucleus Image Editing in Spatial Transcriptomics](https://arxiv.org/abs/2611.00226) -- lead source

### FlagRot: selective rotation for low-bit KV caches reduces memory while preserving accuracy through per-piece rotation decisions

- Permalink: https://110010.art/r/a1a6e9b6fad34e3d/
- Original: https://arxiv.org/abs/2611.03992
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: FlagRot: Selective Rotation for Low-Bit KV Caches

arXiv:2611.03992v1 Announce Type: new 
Abstract: Long-context inference is bound by the KV cache, which 2-bit codes could shrink about sixfold if their error stays in check. The usual remedy rotates keys before...

Coverage:
- arXiv cs.CL (2026-11-04): [FlagRot: Selective Rotation for Low-Bit KV Caches](https://arxiv.org/abs/2611.03992) -- lead source

### Fault localization in retrieval-augmented generation pipelines remains manual and time-consuming; reference-free approach identifies faults across interdependent stages

- Permalink: https://110010.art/r/258e01ccbf9d4ded/
- Original: https://arxiv.org/abs/2611.03725
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: From Logs to Faults: Reference-Free Fault Localization for Retrieval-Augmented Generation Pipelines

arXiv:2611.03725v1 Announce Type: new 
Abstract: Retrieval-Augmented Generation (RAG) pipelines are widely used for domain-specific question answering, yet locating faults remains manual and time-consuming. Fault...

Coverage:
- arXiv cs.AI (2026-11-04): [From Logs to Faults: Reference-Free Fault Localization for Retrieval-Augmented Generation Pipelines](https://arxiv.org/abs/2611.03725) -- lead source

### EvoGroup: a self-evolving harness for group agents in shared contexts

- Permalink: https://110010.art/r/1c42bb1502514aa1/
- Original: https://arxiv.org/abs/2611.03868
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: EvoGroup: A Self-Evolving Harness for Group Agents in Shared Contexts
- Tags: [Claude](https://110010.art/tags/claude/)

arXiv:2611.03868v1 Announce Type: new 
Abstract: With the rise of Group Agent such as Claude Tag, agents increasingly serve as digital workers for long-term team collaboration. These agents operate over shared...

Coverage:
- arXiv cs.CL (2026-11-04): [EvoGroup: A Self-Evolving Harness for Group Agents in Shared Contexts](https://arxiv.org/abs/2611.03868) -- lead source

### Evaluation contracts can drive sliced-gap readings in structured prediction without changing the model

- Permalink: https://110010.art/r/969493576427498a/
- Original: https://arxiv.org/abs/2611.04099
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Evaluation Contracts and Evaluation Leverage: Sliced-Gap Readings in Structured Prediction Can Move Without Model Change

arXiv:2611.04099v1 Announce Type: new 
Abstract: NLP evaluation reports routinely cite sliced performance differences, most prominently the intra-inter gap in document-level relation extraction, as capability...

Coverage:
- arXiv cs.CL (2026-11-04): [Evaluation Contracts and Evaluation Leverage: Sliced-Gap Readings in Structured Prediction Can Move Without Model Change](https://arxiv.org/abs/2611.04099) -- lead source

### EMBERs: Empirically Motivated Robustness Testing of Deep Research Systems via Defect-Guided Fuzzing

- Permalink: https://110010.art/r/254117ac7fe640f4/
- Original: https://arxiv.org/abs/2611.03723
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: EMBERS: Empirically Motivated Robustness Testing of Deep Research Systems via Defect-Guided Fuzzing

arXiv:2611.03723v1 Announce Type: new 
Abstract: Deep Research (DR) systems extend large language models into autonomous agents that decompose complex information needs, iteratively search the web, and synthesize...

Coverage:
- arXiv cs.AI (2026-11-04): [EMBERS: Empirically Motivated Robustness Testing of Deep Research Systems via Defect-Guided Fuzzing](https://arxiv.org/abs/2611.03723) -- lead source

### El Agente Farmaco: an AI scientist uses large language models to turn discovery goals into scalable molecular screening workflows

- Permalink: https://110010.art/r/e063794effe748a0/
- Original: https://arxiv.org/abs/2611.03832
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: El Agente F\'armaco: A Scalable AI Scientist for Drug Discovery

arXiv:2611.03832v1 Announce Type: new 
Abstract: Computational drug discovery offers a growing range of tools for proposing and evaluating molecules, but combining them and deciding what to do next still requires...

Coverage:
- arXiv cs.AI (2026-11-04): [El Agente F\'armaco: A Scalable AI Scientist for Drug Discovery](https://arxiv.org/abs/2611.03832) -- lead source

### Efficient NPN classification for large functions using graph neural network

- Permalink: https://110010.art/r/9b4bd6b3898a4ad9/
- Original: https://arxiv.org/abs/2611.00339
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Efficient NPN Classification for Large Functions using Graph Neural Network

arXiv:2611.00339v1 Announce Type: new 
Abstract: Two Boolean functions are considered NPN equivalent if one can be transformed into the other by negating inputs, permuting inputs, or negating the output. Efficient...

Coverage:
- arXiv cs.AI (2026-11-04): [Efficient NPN Classification for Large Functions using Graph Neural Network](https://arxiv.org/abs/2611.00339) -- lead source

### Early stopping in large reasoning models assessed for efficiency and reliability across five reasoning tasks; audit highlights methods and stopping-cost considerations

- Permalink: https://110010.art/r/91f0ddc0b5ef4a6e/
- Original: https://arxiv.org/abs/2611.00166
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Early Stopping in Large Reasoning Models: A Survey and Empirical Audit of Efficiency and Reliability

arXiv:2611.00166v1 Announce Type: new 
Abstract: Large reasoning models can improve accuracy by generating longer reasoning traces, but some of this computation may be unnecessary. Early-stopping methods aim to stop...

Coverage:
- arXiv cs.AI (2026-11-04): [Early Stopping in Large Reasoning Models: A Survey and Empirical Audit of Efficiency and Reliability](https://arxiv.org/abs/2611.00166) -- lead source

### Dory1.0-4B: a 4-billion-parameter looped language model with elastic depth and a normalized Transformer backbone for variable inference compute budgets

- Permalink: https://110010.art/r/ec849506a0054d28/
- Original: https://arxiv.org/abs/2611.03998
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Dory1.0-4B: A Looped Normalized-GPT

arXiv:2611.03998v1 Announce Type: new 
Abstract: We introduce Dory1.0-4B, a 4-billion-parameter looped (latent-recurrent) language model with elastic depth: a single checkpoint serves different inference compute...

Coverage:
- arXiv cs.CL (2026-11-04): [Dory1.0-4B: A Looped Normalized-GPT](https://arxiv.org/abs/2611.03998) -- lead source

### Do multi-turn conversational capabilities carry over from text to speech? A parallel multilingual benchmark

- Permalink: https://110010.art/r/74b107776f3847c1/
- Original: https://arxiv.org/abs/2611.04390
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Do Multi-Turn Conversational Capabilities Carry Over from Text to Speech? A Parallel Multilingual Benchmark

arXiv:2611.04390v1 Announce Type: new 
Abstract: Successful multi-turn voice interaction requires models to retain information from earlier turns, follow persistent instructions, and track revisions to conversational...

Coverage:
- arXiv cs.CL (2026-11-04): [Do Multi-Turn Conversational Capabilities Carry Over from Text to Speech? A Parallel Multilingual Benchmark](https://arxiv.org/abs/2611.04390) -- lead source

### Dependence-aware risk assessment and optimal design of AI-safeguard systems.

- Permalink: https://110010.art/r/7f93f95fc5034fd9/
- Original: https://arxiv.org/abs/2611.00386
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Dependence-Aware Risk Assessment and Optimal Design of AI-Agent Safeguard Systems

arXiv:2611.00386v1 Announce Type: new 
Abstract: Large language model (LLM) agents increasingly rely on safeguards to prevent unauthorized actions while preserving legitimate service. However, existing risk...

Coverage:
- arXiv cs.AI (2026-11-04): [Dependence-Aware Risk Assessment and Optimal Design of AI-Agent Safeguard Systems](https://arxiv.org/abs/2611.00386) -- lead source

### Data-efficient kernel methods learn differential equations and their solution operators; Gauss-Newton optimization improves training efficiency and accuracy.

- Permalink: https://110010.art/r/478de347454641a7/
- Original: https://arxiv.org/abs/2503.01036
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: Data-Efficient Kernel Methods for Learning Differential Equations and Their Solution Operators: Algorithms and Error Analysis

arXiv:2503.01036v3 Announce Type: replace-cross 
Abstract: We introduce a novel kernel-based framework for learning differential equations and their solution maps. The framework is efficient in its data requirements...

Coverage:
- arXiv cs.LG (2026-11-04): [Data-Efficient Kernel Methods for Learning Differential Equations and Their Solution Operators: Algorithms and Error Analysis](https://arxiv.org/abs/2503.01036) -- lead source

### Counterexample-driven autonomous research with application to excess radiated energy in a Z-pinch

- Permalink: https://110010.art/r/4f56708a4033432b/
- Original: https://arxiv.org/abs/2611.03721
- Source: arXiv cs.AI
- Published: 2026-11-04

arXiv:2611.03721v1 Announce Type: new 
Abstract: Recent breakthroughs in artificial-intelligence-assisted mathematics show that open-ended machine search can outperform human mathematicians, yet transferring this...

Coverage:
- arXiv cs.AI (2026-11-04): [Counterexample-driven autonomous research with application to excess radiated energy in a Z-pinch](https://arxiv.org/abs/2611.03721) -- lead source

### Correlations are ruining your gradient descent

- Permalink: https://110010.art/r/4aec0b99486842ff/
- Original: https://arxiv.org/abs/2407.10780
- Source: arXiv cs.LG
- Published: 2026-11-04
- Original headline: Correlations Are Ruining Your Gradient Descent

arXiv:2407.10780v5 Announce Type: replace 
Abstract: Natural gradient descent, and the preconditioned optimizers which have followed from it, correct gradient descent by estimating curvature and applying its inverse...

Coverage:
- arXiv cs.LG (2026-11-04): [Correlations Are Ruining Your Gradient Descent](https://arxiv.org/abs/2407.10780) -- lead source

### Controlling action-head co-adaptation to VLM representation anisotropy

- Permalink: https://110010.art/r/315b967a34f044fd/
- Original: https://arxiv.org/abs/2611.04006
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Controlling Action-Head Co-Adaptation to VLM Representation Anisotropy

arXiv:2611.04006v1 Announce Type: new 
Abstract: Modern learning systems increasingly combine pretrained models with downstream heads. Despite the growing importance of such modular designs, how the downstream model...

Coverage:
- arXiv cs.AI (2026-11-04): [Controlling Action-Head Co-Adaptation to VLM Representation Anisotropy](https://arxiv.org/abs/2611.04006) -- lead source

### Constructing a regional slang lexicon for electricity demands via soft-label bidirectional anchoring and active learning

- Permalink: https://110010.art/r/bc0243ac26f14dbd/
- Original: https://arxiv.org/abs/2611.04231
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Constructing a Regional Slang Lexicon for Electricity Demands via Soft-Label Bidirectional Anchoring and Active Learning

arXiv:2611.04231v1 Announce Type: new 
Abstract: Power-grid customer service increasingly relies on community social media, where customers describe outages, billing, and equipment faults in informal regional...

Coverage:
- arXiv cs.CL (2026-11-04): [Constructing a Regional Slang Lexicon for Electricity Demands via Soft-Label Bidirectional Anchoring and Active Learning](https://arxiv.org/abs/2611.04231) -- lead source

### Conditional mutual information analysis of response variety in language models

- Permalink: https://110010.art/r/80fd9d1ad2194b8d/
- Original: https://arxiv.org/abs/2611.03836
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: A Conditional Mutual Information Analysis of Response Variety in Language Models

arXiv:2611.03836v1 Announce Type: new 
Abstract: Large language models provide a variety of responses at inference (generation) that conventionally depend on a temperature parameter. Using a conditional mutual...

Coverage:
- arXiv cs.CL (2026-11-04): [A Conditional Mutual Information Analysis of Response Variety in Language Models](https://arxiv.org/abs/2611.03836) -- lead source

### Comprehend: ultra-fine-grained benchmark understanding by entailment hierarchy

- Permalink: https://110010.art/r/5a2924726b8c4692/
- Original: https://arxiv.org/abs/2611.04249
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: COMPREHEND: Ultra-Fine-Grained Benchmark Understanding by Entailment Hierarchy

arXiv:2611.04249v1 Announce Type: new 
Abstract: Understanding what kind of prompts users typically ask and how well an LLM performs on these prompt categories is crucial for LLM practitioners. The existing methods...

Coverage:
- arXiv cs.CL (2026-11-04): [COMPREHEND: Ultra-Fine-Grained Benchmark Understanding by Entailment Hierarchy](https://arxiv.org/abs/2611.04249) -- lead source

### Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering

- Permalink: https://110010.art/r/80bae4a2928f4bec/
- Original: https://arxiv.org/abs/2303.12212
- Source: arXiv cs.LG
- Published: 2026-11-04

arXiv:2303.12212v3 Announce Type: replace-cross 
Abstract: Community detection is a significant challenge in analysing real graphs, including social, citation, biological, and many other networks. This article...

Coverage:
- arXiv cs.LG (2026-11-04): [Community detection in complex networks via node similarity, graph representation learning, and hierarchical clustering](https://arxiv.org/abs/2303.12212) -- lead source

### CARD: a proof-carrying certificate-to-action interface for relative-measurement graphs

- Permalink: https://110010.art/r/ef98d1b7698945ff/
- Original: https://arxiv.org/abs/2611.03651
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: CARD: A Proof-Carrying Certificate-to-Action Interface for Relative-Measurement Graphs

arXiv:2611.03651v1 Announce Type: new 
Abstract: Geometric certificates make mathematical claims about specified estimator objects, while robotic action requires a physical transform, a service decision, and timely...

Coverage:
- arXiv cs.AI (2026-11-04): [CARD: A Proof-Carrying Certificate-to-Action Interface for Relative-Measurement Graphs](https://arxiv.org/abs/2611.03651) -- lead source

### CalVLA shapes native confidence in vision-language-action policies using outcome supervision

- Permalink: https://110010.art/r/3c84fae823ef4fd3/
- Original: https://arxiv.org/abs/2611.00394
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: CalVLA: Shaping Native Confidence in Vision-Language-Action Policies with Outcome Supervision

arXiv:2611.00394v1 Announce Type: new 
Abstract: Can a vision-language-action (VLA) policy signal likely task failure from its own action probabilities? We introduce CalVLA, which shapes native action-token...

Coverage:
- arXiv cs.AI (2026-11-04): [CalVLA: Shaping Native Confidence in Vision-Language-Action Policies with Outcome Supervision](https://arxiv.org/abs/2611.00394) -- lead source

### Beyond Semantic IDs: Atomic creator tokens for large-scale generative recommendation

- Permalink: https://110010.art/r/034d28415680478d/
- Original: https://arxiv.org/abs/2611.00323
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Beyond Semantic IDs: Atomic Creator Tokens for Large-Scale Generative Recommendation

arXiv:2611.00323v1 Announce Type: new 
Abstract: Recommending creators that a user does not yet follow is a cold-start problem: from hundreds of thousands of popular creators and only a short trail of prior...

Coverage:
- arXiv cs.AI (2026-11-04): [Beyond Semantic IDs: Atomic Creator Tokens for Large-Scale Generative Recommendation](https://arxiv.org/abs/2611.00323) -- lead source

### Balancing chain-of-thought and answer supervision for small language models on medical question answering

- Permalink: https://110010.art/r/053f271f28e84808/
- Original: https://arxiv.org/abs/2611.03948
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-04
- Original headline: Balancing Chain-of-Thought and Answer Supervision for Small Language Models on Medical Question Answering

arXiv:2611.03948v1 Announce Type: new 
Abstract: Small language models (<=9B parameters) can support local medical question answering (QA) while reducing privacy and latency concerns, but effective fine-tuning...

Coverage:
- arXiv cs.CL (2026-11-04): [Balancing Chain-of-Thought and Answer Supervision for Small Language Models on Medical Question Answering](https://arxiv.org/abs/2611.03948) -- lead source
- arXiv cs.AI (2026-11-05): [Challenge-Aware Knowledge Recruitment with Meta-Agent Supervision for Medical Multi-Agent Reasoning](https://arxiv.org/abs/2611.05393)

### Automated theorem generation in first-order logic by construction from triangular standard contradictions

- Permalink: https://110010.art/r/83d9714ae4ca43f7/
- Original: https://arxiv.org/abs/2611.00269
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Automated Theorem Generation in First-Order Logic by Construction from Triangular Standard Contradictions

arXiv:2611.00269v1 Announce Type: new 
Abstract: Automated theorem generation (ATG) seeks to construct new theorems rather than merely prove given conjectures. Existing approaches typically generate candidate...

Coverage:
- arXiv cs.AI (2026-11-04): [Automated Theorem Generation in First-Order Logic by Construction from Triangular Standard Contradictions](https://arxiv.org/abs/2611.00269) -- lead source

### AuroraWorld: structured 4D world modeling for exo-to-ego video generation in robot manipulation

- Permalink: https://110010.art/r/003a0c1cdfec4e64/
- Original: https://arxiv.org/abs/2611.00177
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: AuroraWorld: Structured 4D World Modeling for Exo-to-Ego Video Generation in Robot Manipulation

arXiv:2611.00177v1 Announce Type: new 
Abstract: Egocentric observations provide a robot-centric view of manipulation processes, capturing contact interactions and object-state changes that are important for...

Coverage:
- arXiv cs.AI (2026-11-04): [AuroraWorld: Structured 4D World Modeling for Exo-to-Ego Video Generation in Robot Manipulation](https://arxiv.org/abs/2611.00177) -- lead source

### Attention predicts context rot in retrieval; longer inputs are not the main source of failure, says arXiv:2611.04169

- Permalink: https://110010.art/r/8a1bc5af284e4530/
- Original: https://arxiv.org/abs/2611.04169
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Length Is Cheap, Competition Is Not: Attention Predicts Context Rot in Retrieval

arXiv:2611.04169v1 Announce Type: new 
Abstract: Why do language models fail on long inputs? The common answer is length. We show that, for retrieval, length is cheap and competition is not. On five open models (0.5B...

Coverage:
- arXiv cs.CL (2026-11-04): [Length Is Cheap, Competition Is Not: Attention Predicts Context Rot in Retrieval](https://arxiv.org/abs/2611.04169) -- lead source

### Alignment faking depends on the value, not just the model

- Permalink: https://110010.art/r/c4a34b612ae44beb/
- Original: https://arxiv.org/abs/2611.03650
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: Alignment Faking Depends on the Value, Not Just the Model

arXiv:2611.03650v1 Announce Type: new 
Abstract: Language models can follow a directive when they believe they are monitored and abandon it when they believe they are not, a pattern termed Alignment Faking. Prior...

Coverage:
- arXiv cs.AI (2026-11-04): [Alignment Faking Depends on the Value, Not Just the Model](https://arxiv.org/abs/2611.03650) -- lead source

### AI ethics by design: customizable guardrails for responsible AI development

- Permalink: https://110010.art/r/6fe92ea16ae748d8/
- Original: https://arxiv.org/abs/2411.14442
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: AI Ethics by Design: Implementing Customizable Guardrails for Responsible AI Development

arXiv:2411.14442v2 Announce Type: replace-cross 
Abstract: This paper explores the development of an ethical guardrail framework for AI systems, emphasizing the importance of customizable guardrails that align with...

Coverage:
- arXiv cs.CL (2026-11-04): [AI Ethics by Design: Implementing Customizable Guardrails for Responsible AI Development](https://arxiv.org/abs/2411.14442) -- lead source

### AI backers: an audit of reputation and demographic signals in LLM-assisted crowdfunding

- Permalink: https://110010.art/r/10ebd4c8c3f343c4/
- Original: https://arxiv.org/abs/2611.03993
- Source: arXiv cs.CL
- Published: 2026-11-04
- Original headline: Whose startup does the AI back? An algorithm audit of reputation and demographic signals in LLM-assisted crowdfunding

arXiv:2611.03993v1 Announce Type: new 
Abstract: Large language model (LLM) assistants increasingly advise backers on which crowdfunding campaigns to support. LLMs have known race and gender problems, and it is...

Coverage:
- arXiv cs.CL (2026-11-04): [Whose startup does the AI back? An algorithm audit of reputation and demographic signals in LLM-assisted crowdfunding](https://arxiv.org/abs/2611.03993) -- lead source

### A guideline-grounded multi-agent framework for personalized exercise prescription from clinical and wearable data (FITTER)

- Permalink: https://110010.art/r/10c9247677334139/
- Original: https://arxiv.org/abs/2611.03983
- Source: arXiv cs.AI
- Published: 2026-11-04
- Original headline: A Guideline-Grounded Multi-Agent Framework for Personalized Exercise Prescription from Clinical and Wearable Data

arXiv:2611.03983v1 Announce Type: new 
Abstract: Translating population-level exercise guidance into individualized prescriptions requires integrating clinical and wearable data, including diagnoses, medications,...

Coverage:
- arXiv cs.AI (2026-11-04): [A Guideline-Grounded Multi-Agent Framework for Personalized Exercise Prescription from Clinical and Wearable Data](https://arxiv.org/abs/2611.03983) -- lead source

### A generative foundation model for computational brain imaging

- Permalink: https://110010.art/r/e72a65ac0471493d/
- Original: https://arxiv.org/abs/2611.00265
- Source: arXiv cs.AI
- Published: 2026-11-04

arXiv:2611.00265v1 Announce Type: new 
Abstract: Computational brain imaging is constrained by a mismatch between increasingly diverse tasks and scarce, heterogeneous clinical data. Although existing brain foundation...

Coverage:
- arXiv cs.AI (2026-11-04): [A generative foundation model for computational brain imaging](https://arxiv.org/abs/2611.00265) -- lead source

### MIT.nano hosts 2026 NEMO user meeting on connecting shared-access research facilities across 25 labs and organizations

- Permalink: https://110010.art/r/c23b01e4d6d4489e/
- Original: https://news.mit.edu/2026/building-connections-across-research-infrastructure-1103
- Source: MIT News (AI)
- Published: 2026-11-03
- Original headline: Building connections across the research infrastructure

The 2026 NEMO user meeting, hosted by MIT.nano and sponsored by the Northeast Microelectronics Coalition (NEMC) hub, brought together representatives from 25 laboratories and organizations across the nation to...

Coverage:
- MIT News (AI) (2026-11-03): [Building connections across the research infrastructure](https://news.mit.edu/2026/building-connections-across-research-infrastructure-1103) -- lead source

### Learn the rules: The hacker mindset

- Permalink: https://110010.art/r/e7d263139288428a/
- Original: https://www.microsoft.com/en-us/research/podcast/learn-the-rules-the-hacker-mindset/
- Source: Microsoft Research
- Published: 2026-11-03

Research Manager Mike Walker reflects on a career spanning hacker culture, cybersecurity, and AI, sharing lessons about trust, teamwork, leadership, and why solving difficult problems requires curiosity, judgment,...

Coverage:
- Microsoft Research (2026-11-03): [Learn the rules: The hacker mindset](https://www.microsoft.com/en-us/research/podcast/learn-the-rules-the-hacker-mindset/) -- lead source

### Unlearning by extrapolating a shrink-and-heal lookahead.

- Permalink: https://110010.art/r/64977c75c5444243/
- Original: https://arxiv.org/abs/2611.00374
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Unlearning by Extrapolating a Shrink-and-Heal Lookahead

arXiv:2611.00374v1 Announce Type: new 
Abstract: Unlearning aims to make a large language model behave like one retrained without its forget set. Prevailing likelihood-suppression objectives, however, lack an...

Coverage:
- arXiv cs.LG (2026-11-03): [Unlearning by Extrapolating a Shrink-and-Heal Lookahead](https://arxiv.org/abs/2611.00374) -- lead source

### TileWeave: Heterogeneous tiling for sparse prefill on mobile SoCs

- Permalink: https://110010.art/r/8fa3e839e29a428e/
- Original: https://arxiv.org/abs/2611.00408
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: TileWeave: Heterogeneous Tiling for Sparse Prefill on Mobile SoCs

arXiv:2611.00408v1 Announce Type: new 
Abstract: Smartphone applications increasingly require large language models to process long contexts, whereas high prefill latency and memory demands constrain local inference....

Coverage:
- arXiv cs.LG (2026-11-03): [TileWeave: Heterogeneous Tiling for Sparse Prefill on Mobile SoCs](https://arxiv.org/abs/2611.00408) -- lead source

### Steering readerly dynamics: trajectory-guided story generation with large language models

- Permalink: https://110010.art/r/ba6cde3bdb5c4245/
- Original: https://arxiv.org/abs/2611.00469
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Steering Readerly Dynamics: Trajectory-Guided Story Generation with Large Language Models

arXiv:2611.00469v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used to generate stories, but these stories struggle to reproduce engaging readerly dynamics, the evolving reader...

Coverage:
- arXiv cs.CL (2026-11-03): [Steering Readerly Dynamics: Trajectory-Guided Story Generation with Large Language Models](https://arxiv.org/abs/2611.00469) -- lead source
- arXiv cs.CL (2026-11-04): [AdSteer: Native Advertising in Large Language Model Generation](https://arxiv.org/abs/2611.04147)

### Statistical inference under performativity: how prediction-influenced decisions alter data distributions and propagate errors through self-evolving systems

- Permalink: https://110010.art/r/adb72853f81e4216/
- Original: https://arxiv.org/abs/2611.00438
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Statistical Inference under Performativity: From Policy Feedback to Self-Evolving Systems

arXiv:2611.00438v1 Announce Type: new 
Abstract: Performativity arises when prediction-informed decisions change the data-generating process, creating feedback between deployment and learning. This phenomenon occurs...

Coverage:
- arXiv cs.LG (2026-11-03): [Statistical Inference under Performativity: From Policy Feedback to Self-Evolving Systems](https://arxiv.org/abs/2611.00438) -- lead source

### Spotting the artificial: dialogic humor improvisation in humans and LLMs

- Permalink: https://110010.art/r/42fbcd9422a94c24/
- Original: https://arxiv.org/abs/2611.00492
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Spotting the Artificial: Dialogic Humor Improvisation in Humans and LLMs

arXiv:2611.00492v1 Announce Type: new 
Abstract: We propose a methodology for investigating the differences between natural and synthetic language in a challenging setting: humorous improvisational dialogue. Our...

Coverage:
- arXiv cs.CL (2026-11-03): [Spotting the Artificial: Dialogic Humor Improvisation in Humans and LLMs](https://arxiv.org/abs/2611.00492) -- lead source

### Spectral renormalization-group view of learning shows deep-network layers develop heavy-tailed spectra with strongest checkpoints near a power-law exponent α ≈ 2.

- Permalink: https://110010.art/r/42d22fa2d75c4a2f/
- Original: https://arxiv.org/abs/2611.00422
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: A Spectral Renormalization-Group View of Learning

arXiv:2611.00422v1 Announce Type: new 
Abstract: We study how the layers in deep neural networks (NNs) converge, using Wilsonian Renormalization-Group (RG) ideas to organize the spectral picture. During training,...

Coverage:
- arXiv cs.LG (2026-11-03): [A Spectral Renormalization-Group View of Learning](https://arxiv.org/abs/2611.00422) -- lead source

### Saidzoda-Tajik-E5-Large: Fine-tuning a 560M embedder for Tajik retrieval

- Permalink: https://110010.art/r/6c168a513fb84791/
- Original: https://arxiv.org/abs/2611.00592
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Saidzoda-Tajik-E5-Large: Fine-Tuning a 560M Embedder for Tajik Retrieval

arXiv:2611.00592v1 Announce Type: new 
Abstract: Finding the passage that answers a question is the first step of most practical systems built on documents, and for Tajik we found no openly described model for it. We...

Coverage:
- arXiv cs.CL (2026-11-03): [Saidzoda-Tajik-E5-Large: Fine-Tuning a 560M Embedder for Tajik Retrieval](https://arxiv.org/abs/2611.00592) -- lead source

### RankLane: Efficient MoE prefill on accelerators with ranked expert capacities

- Permalink: https://110010.art/r/d2efa6bc2d0649e6/
- Original: https://arxiv.org/abs/2611.00421
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: RankLane: Efficient MoE Prefill on Accelerators with Ranked Expert Capacities

arXiv:2611.00421v1 Announce Type: new 
Abstract: Mixture-of-experts (MoE) models expand model capacity by activating only a subset of experts for each token. On accelerators with static execution plans, expert...

Coverage:
- arXiv cs.LG (2026-11-03): [RankLane: Efficient MoE Prefill on Accelerators with Ranked Expert Capacities](https://arxiv.org/abs/2611.00421) -- lead source

### RaMMOBO: Random Max-Margin Multi-Objective Bayesian Optimization

- Permalink: https://110010.art/r/8ee6594b75864e53/
- Original: https://arxiv.org/abs/2611.00312
- Source: arXiv cs.LG
- Published: 2026-11-03

arXiv:2611.00312v1 Announce Type: new 
Abstract: Multi-objective Bayesian optimization (MOBO) maximizes $M$ expensive black-box objectives with the goal of approximating the Pareto set, whose objective vectors cannot...

Coverage:
- arXiv cs.LG (2026-11-03): [RaMMOBO: Random Max-Margin Multi-Objective Bayesian Optimization](https://arxiv.org/abs/2611.00312) -- lead source

### Queering the audits: community-based auditing of AI harms to queer communities

- Permalink: https://110010.art/r/03590a9d6c734fe3/
- Original: https://arxiv.org/abs/2611.00345
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Queering the Audits: Community-Based Auditing of AI Harms to Queer Communities

arXiv:2611.00345v1 Announce Type: new 
Abstract: AI systems embed majority-group defaults into training data, evaluation metrics, and category definitions, producing documented harms for queer communities including...

Coverage:
- arXiv cs.CL (2026-11-03): [Queering the Audits: Community-Based Auditing of AI Harms to Queer Communities](https://arxiv.org/abs/2611.00345) -- lead source

### Quantization of large models with weight outliers and sparsity

- Permalink: https://110010.art/r/c4af9f4ad1d842c9/
- Original: https://arxiv.org/abs/2611.00286
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Quantization of Large Models with Weight Outliers and Sparsity

arXiv:2611.00286v1 Announce Type: new 
Abstract: Post-training quantization (PTQ) reduces the memory burden of large model deployment by casting the high precision trained weights to fewer bits. While this promotes...

Coverage:
- arXiv cs.LG (2026-11-03): [Quantization of Large Models with Weight Outliers and Sparsity](https://arxiv.org/abs/2611.00286) -- lead source

### ProLand: a new infeasible manifold optimization method for LoRA fine-tuning exploits temporary infeasibility to explore near the Stiefel manifold and progressively restore orthogonality.

- Permalink: https://110010.art/r/8943cbe49dec434a/
- Original: https://arxiv.org/abs/2611.00236
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: ProLand: A New Infeasible Manifold Optimization Method for LoRA Fine-Tuning

arXiv:2611.00236v1 Announce Type: new 
Abstract: Low-rank adaptation (LoRA) enables parameter-efficient fine-tuning but can suffer from redundant basis directions. Constraining the basis factor to the Stiefel...

Coverage:
- arXiv cs.LG (2026-11-03): [ProLand: A New Infeasible Manifold Optimization Method for LoRA Fine-Tuning](https://arxiv.org/abs/2611.00236) -- lead source

### Precedent labels and facts shift LLM approval decisions in opposite directions

- Permalink: https://110010.art/r/8340223bdac84709/
- Original: https://arxiv.org/abs/2611.00672
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Precedent Labels and Facts Shift LLM Approval Decisions in Opposite Directions
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

arXiv:2611.00672v1 Announce Type: new 
Abstract: When a language model decides refund or claim requests under written policies, the system can show it similar past cases. Each past case has two parts: its facts and...

Coverage:
- arXiv cs.CL (2026-11-03): [Precedent Labels and Facts Shift LLM Approval Decisions in Opposite Directions](https://arxiv.org/abs/2611.00672) -- lead source

### Output-Aware Block Influence: Jacobian-Lens Weighting for Depth Pruning

- Permalink: https://110010.art/r/c1d2971c6dae4f67/
- Original: https://arxiv.org/abs/2611.00015
- Source: arXiv cs.LG
- Published: 2026-11-03

arXiv:2611.00015v1 Announce Type: new 
Abstract: Depth pruning removes entire transformer blocks and therefore depends on a reliable criterion for identifying which blocks can be removed. Block Influence (BI) ranks...

Coverage:
- arXiv cs.LG (2026-11-03): [Output-Aware Block Influence: Jacobian-Lens Weighting for Depth Pruning](https://arxiv.org/abs/2611.00015) -- lead source

### On the limits of test-time compute for self-evaluation

- Permalink: https://110010.art/r/e8bfca7c7184468a/
- Original: https://arxiv.org/abs/2611.00350
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: On the Limits of Test-Time Compute for Self-Evaluation

arXiv:2611.00350v1 Announce Type: new 
Abstract: Self-verification and aggregation have emerged as popular approaches for bridging the gap between pass@1 and pass@N. However, increasing the number of candidates does...

Coverage:
- arXiv cs.LG (2026-11-03): [On the Limits of Test-Time Compute for Self-Evaluation](https://arxiv.org/abs/2611.00350) -- lead source

### OCELOT: planetary-scale species distribution modeling with satellite foundation embeddings

- Permalink: https://110010.art/r/d65d0a416f9f4ebb/
- Original: https://arxiv.org/abs/2611.00284
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: OCELOT: Planetary-Scale Species Distribution Modeling with Satellite Foundation Embeddings

arXiv:2611.00284v1 Announce Type: new 
Abstract: Large-scale repositories of species observations now contain billions of occurrence records from around the world, but these sightings cluster heavily in...

Coverage:
- arXiv cs.LG (2026-11-03): [OCELOT: Planetary-Scale Species Distribution Modeling with Satellite Foundation Embeddings](https://arxiv.org/abs/2611.00284) -- lead source

### MXCode: vector quantization for MX-native inference at scale

- Permalink: https://110010.art/r/b2138a62b528400b/
- Original: https://arxiv.org/abs/2611.00403
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: MXCode: Vector Quantization for MX-Native Inference at Scale

arXiv:2611.00403v1 Announce Type: new 
Abstract: Memory capacity and bandwidth are major bottlenecks in LLM inference, motivating weight compression beyond conventional 4-bit quantization. Vector quantization (VQ)...

Coverage:
- arXiv cs.LG (2026-11-03): [MXCode: Vector Quantization for MX-Native Inference at Scale](https://arxiv.org/abs/2611.00403) -- lead source

### Multimodal models should decide consistently on equivalent optical spectra; they are tested for representation invariance and abstention on silicon metasurfaces and gold nanoparticles spectra

- Permalink: https://110010.art/r/bc07589c4f784ab1/
- Original: https://arxiv.org/abs/2611.00428
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Do Multimodal Models Decide Consistently on Equivalent Optical Spectra?

arXiv:2611.00428v1 Announce Type: new 
Abstract: A spectrum can be given to a model as a table in nanometers or as a plot in photon energy, and the decision should not depend on which one it sees. When the data...

Coverage:
- arXiv cs.LG (2026-11-03): [Do Multimodal Models Decide Consistently on Equivalent Optical Spectra?](https://arxiv.org/abs/2611.00428) -- lead source

### Multi-estimate elicitation does not uniformly debias language model judgments

- Permalink: https://110010.art/r/237e430407f14915/
- Original: https://arxiv.org/abs/2611.00597
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Multi-Estimate Elicitation Does Not Uniformly Debias Language Model Judgments
- Tags: [Claude](https://110010.art/tags/claude/), [GPT-6](https://110010.art/tags/gpt-6/)

arXiv:2611.00597v1 Announce Type: new 
Abstract: Does eliciting five weighted estimates within a single response change how a language model responds to information? Across anchoring, hindsight, base-rate,...

Coverage:
- arXiv cs.CL (2026-11-03): [Multi-Estimate Elicitation Does Not Uniformly Debias Language Model Judgments](https://arxiv.org/abs/2611.00597) -- lead source

### MoTIF decomposes irregular time series into interpretable temporal patterns using a mixture-of-experts attention mechanism.

- Permalink: https://110010.art/r/22df363a4b6f479c/
- Original: https://arxiv.org/abs/2611.00337
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Decomposing Irregular Time Series into Interpretable Temporal Patterns with Mixture-of-Experts

arXiv:2611.00337v1 Announce Type: new 
Abstract: Irregularly-spaced sequential data, such as transaction logs, encode multi-scale temporal structure that is critical for prediction but difficult to recover explicitly...

Coverage:
- arXiv cs.LG (2026-11-03): [Decomposing Irregular Time Series into Interpretable Temporal Patterns with Mixture-of-Experts](https://arxiv.org/abs/2611.00337) -- lead source

### MEMENTO: a long-context agent that learns to manage context by generating notes to retain relevant information within a fixed-size window.

- Permalink: https://110010.art/r/81e063f345f54fd5/
- Original: https://arxiv.org/abs/2611.00244
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: MEMENTO: Learning Context Management for Long Context Processing Agents
- Tags: [GPT-5](https://110010.art/tags/gpt-5/)

arXiv:2611.00244v1 Announce Type: new 
Abstract: LLM agents that operate over long inputs must perform context management: deciding what to retain in a fixed-size context window. A common approach is compaction,...

Coverage:
- arXiv cs.CL (2026-11-03): [MEMENTO: Learning Context Management for Long Context Processing Agents](https://arxiv.org/abs/2611.00244) -- lead source
- arXiv cs.CL (2026-11-06): [SRRM: A Retrieval-Reconstruction Benchmark for Evaluating Long-Context Memory in Small Language Models](https://arxiv.org/abs/2611.05386)

### Local Spatial TreeSHAP: geographically explainable AI reveals urbanization-dependent spatial heterogeneity in flood resilience

- Permalink: https://110010.art/r/06c8af7f5efa446e/
- Original: https://arxiv.org/abs/2611.00433
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Local Spatial TreeSHAP: Geographically Explainable AI Revealing Urbanization-Dependent Spatial Heterogeneity in Flood Resilience

arXiv:2611.00433v1 Announce Type: new 
Abstract: Urban flood resilience emerges from complex interactions among natural, built, and socio-economic systems, yet most recovery policies implicitly assume that resilience...

Coverage:
- arXiv cs.LG (2026-11-03): [Local Spatial TreeSHAP: Geographically Explainable AI Revealing Urbanization-Dependent Spatial Heterogeneity in Flood Resilience](https://arxiv.org/abs/2611.00433) -- lead source

### KINDER: Kernel-based independence for fair representation learning via prototype-space erasure

- Permalink: https://110010.art/r/f21c6c973b014da8/
- Original: https://arxiv.org/abs/2611.00264
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: KINDER: Kernel-based Independence for Fair Representation Learning via Prototype-space Erasure

arXiv:2611.00264v1 Announce Type: new 
Abstract: Concept erasure is a prominent approach to achieving fairness in machine learning through the removal of sensitive attributes from learned representations. Prior...

Coverage:
- arXiv cs.LG (2026-11-03): [KINDER: Kernel-based Independence for Fair Representation Learning via Prototype-space Erasure](https://arxiv.org/abs/2611.00264) -- lead source

### IsoAlign: Isoform-aware DNA-protein alignment via joint-embedding predictive architectures

- Permalink: https://110010.art/r/8ef1ebd01d6d40e2/
- Original: https://arxiv.org/abs/2611.00241
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: IsoAlign: Isoform-Aware DNA-Protein Alignment via Joint-Embedding Predictive Architectures

arXiv:2611.00241v1 Announce Type: new 
Abstract: Genomic foundation models (GFMs) have emerged as a powerful paradigm for learning DNA sequence representations, yet existing self-supervised pretraining strategies...

Coverage:
- arXiv cs.LG (2026-11-03): [IsoAlign: Isoform-Aware DNA-Protein Alignment via Joint-Embedding Predictive Architectures](https://arxiv.org/abs/2611.00241) -- lead source

### Interpretable structural temperature scaling for calibrating graph neural networks and point-cloud segmentation

- Permalink: https://110010.art/r/1cf3734503b8436d/
- Original: https://arxiv.org/abs/2611.00175
- Source: arXiv cs.LG
- Published: 2026-11-03

arXiv:2611.00175v1 Announce Type: new 
Abstract: Graph-aware calibrators make graph neural networks (GNNs) more trustworthy by predicting a temperature for each node, usually with auxiliary networks whose decisions...

Coverage:
- arXiv cs.LG (2026-11-03): [Interpretable structural temperature scaling for calibrating graph neural networks and point-cloud segmentation](https://arxiv.org/abs/2611.00175) -- lead source

### GAVAGAI: referential alignment for infant-scale vision-language models via balanced optimal transport

- Permalink: https://110010.art/r/0703b0d24dc749fd/
- Original: https://arxiv.org/abs/2611.00319
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: GAVAGAI: Referential Alignment for Infant-Scale Vision-Language Models via Balanced Optimal Transport

arXiv:2611.00319v1 Announce Type: new 
Abstract: A child learns which words name which things from roughly 100 million words of input. Vision-language models trained at a comparable scale bind words to referents far...

Coverage:
- arXiv cs.CL (2026-11-03): [GAVAGAI: Referential Alignment for Infant-Scale Vision-Language Models via Balanced Optimal Transport](https://arxiv.org/abs/2611.00319) -- lead source

### From Lookups to Lessons: turning retrieved knowledge into parametric memory

- Permalink: https://110010.art/r/dc987c6a54db47a5/
- Original: https://arxiv.org/abs/2611.00450
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: From Lookups to Lessons: Turning Retrieved Knowledge into Parametric Memory

arXiv:2611.00450v1 Announce Type: new 
Abstract: Retrieval-augmented generation (RAG) helps large language models (LLMs) answer factual questions beyond their training data, but it adds storage and inference costs....

Coverage:
- arXiv cs.CL (2026-11-03): [From Lookups to Lessons: Turning Retrieved Knowledge into Parametric Memory](https://arxiv.org/abs/2611.00450) -- lead source

### From fragmentation to fusion: a survey and roadmap for omnimodal embeddings

- Permalink: https://110010.art/r/501b91bc99664c9f/
- Original: https://arxiv.org/abs/2611.00172
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings

arXiv:2611.00172v1 Announce Type: new 
Abstract: Embedding models underpin virtually every modern AI system, from search engines to recommendation systems. Despite shared mathematical foundations, research on...

Coverage:
- arXiv cs.CL (2026-11-03): [From Fragmentation to Fusion: A Survey and Roadmap for Omnimodal Embeddings](https://arxiv.org/abs/2611.00172) -- lead source

### From apparent search gains to selection failures: auditing test-time inference in structured workflow planning

- Permalink: https://110010.art/r/0e8b3d5bdd374331/
- Original: https://arxiv.org/abs/2611.00579
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: From Apparent Search Gains to Selection Failures: Auditing Test-Time Inference in Structured Workflow Planning

arXiv:2611.00579v1 Announce Type: new 
Abstract: Test-time search can improve structured planning, but when methods differ in prompts, post-processing, and selection, it is unclear what an observed gain should be...

Coverage:
- arXiv cs.CL (2026-11-03): [From Apparent Search Gains to Selection Failures: Auditing Test-Time Inference in Structured Workflow Planning](https://arxiv.org/abs/2611.00579) -- lead source

### FB-MOAC: A reinforcement learning algorithm for forward-backward Markov decision processes

- Permalink: https://110010.art/r/b2e84a571acb41da/
- Original: https://arxiv.org/abs/2611.00130
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: FB-MOAC: A Reinforcement Learning Algorithm for Forward-Backward Markov Decision Processes

arXiv:2611.00130v1 Announce Type: new 
Abstract: Reinforcement learning (RL) algorithms are effective in solving problems that can be modeled as Markov decision processes (MDPs).
  These algorithms primarily target...

Coverage:
- arXiv cs.LG (2026-11-03): [FB-MOAC: A Reinforcement Learning Algorithm for Forward-Backward Markov Decision Processes](https://arxiv.org/abs/2611.00130) -- lead source

### Enhancing language model reasoning with structured multi-level modeling.

- Permalink: https://110010.art/r/f0d6692f33a94773/
- Original: https://arxiv.org/abs/2611.00616
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Enhancing Language Model Reasoning with Structured Multi-Level Modeling

arXiv:2611.00616v1 Announce Type: new 
Abstract: Inference-time scaling enhances a model's reasoning by extending its chain-of-thought (CoT). However, existing approaches typically rely on a single policy trained...

Coverage:
- arXiv cs.CL (2026-11-03): [Enhancing Language Model Reasoning with Structured Multi-Level Modeling](https://arxiv.org/abs/2611.00616) -- lead source
- arXiv cs.CL (2026-11-04): [Semantic Self-Consistency: Enhancing Language Model Reasoning via Semantic Weighting](https://arxiv.org/abs/2410.07839)
- arXiv cs.CL (2026-11-04): [Language Model Augmented Decision Transformer for Multi-Task Offline Reinforcement Learning](https://arxiv.org/abs/2611.04031)

### ElectrochemLLM, a multimodal LLM pipeline for high-fidelity electrochemical informatics, enables improved data curation and property databases.

- Permalink: https://110010.art/r/340ce088ed3c4e81/
- Original: https://arxiv.org/abs/2611.00638
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: ElectroChemLLM: A Multimodal LLM Pipeline for High-Fidelity Electrochemical Informatics

arXiv:2611.00638v1 Announce Type: new 
Abstract: Electrochemistry is central to solving many modern-day challenges, including energy storage systems for a sustainable future, and its advancement relies heavily on the...

Coverage:
- arXiv cs.CL (2026-11-03): [ElectroChemLLM: A Multimodal LLM Pipeline for High-Fidelity Electrochemical Informatics](https://arxiv.org/abs/2611.00638) -- lead source

### DuSE-Bench: Benchmarking joint reasoning over evolving dialogue and documents

- Permalink: https://110010.art/r/dbf21a59068c40a1/
- Original: https://arxiv.org/abs/2611.00755
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: DuSE-Bench: Benchmarking Joint Reasoning over Evolving Dialogue and Documents

arXiv:2611.00755v1 Announce Type: new 
Abstract: Persistent Web information assistants must combine evolving document facts with user requirements established and revised across sessions. Yet systematic evaluation of...

Coverage:
- arXiv cs.CL (2026-11-03): [DuSE-Bench: Benchmarking Joint Reasoning over Evolving Dialogue and Documents](https://arxiv.org/abs/2611.00755) -- lead source

### Dual-Axis Policy Entailment evaluates policy-domain alignment and change; benchmarks whether two directives govern the same policy domain and how the later directive changes policy.

- Permalink: https://110010.art/r/c1bc8baa034d4a7a/
- Original: https://arxiv.org/abs/2611.00536
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Dual-Axis Policy Entailment: A Benchmark for Policy-Change Reasoning

arXiv:2611.00536v1 Announce Type: new 
Abstract: Whether a policy shifts domains and, by extension, continues, broadens, narrows, or reverses previous policy is of paramount importance to the study of public policy....

Coverage:
- arXiv cs.CL (2026-11-03): [Dual-Axis Policy Entailment: A Benchmark for Policy-Change Reasoning](https://arxiv.org/abs/2611.00536) -- lead source

### Distinguishing among reasoning levels of GPT 5.5 Pro via a grammar lens benchmark

- Permalink: https://110010.art/r/115dc939340a423e/
- Original: https://arxiv.org/abs/2611.00555
- Source: arXiv cs.CL
- Published: 2026-11-03
- Tags: [GPT-5](https://110010.art/tags/gpt-5/)

arXiv:2611.00555v1 Announce Type: new 
Abstract: Does the level of test-time processing effort affect a language model's computational capability? A formal grammar-lens benchmark method, derived from the theory of...

Coverage:
- arXiv cs.CL (2026-11-03): [Distinguishing among reasoning levels of GPT 5.5 Pro via a grammar lens benchmark](https://arxiv.org/abs/2611.00555) -- lead source

### DEPLOY-RL certifies RL deployment in safety-critical processes by boundary discovery and conservative certification

- Permalink: https://110010.art/r/995bac2389a54aa3/
- Original: https://arxiv.org/abs/2611.00342
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: DEPLOY-RL: Active Boundary Discovery and Conservative Certification for Deployable Reinforcement Learning in Safety-Critical Continuous Processes

arXiv:2611.00342v1 Announce Type: new 
Abstract: Reinforcement learning (RL) policies often outperform classical controllers in simulation, yet rarely reach production in safety-critical processes. The barrier is...

Coverage:
- arXiv cs.LG (2026-11-03): [DEPLOY-RL: Active Boundary Discovery and Conservative Certification for Deployable Reinforcement Learning in Safety-Critical Continuous Processes](https://arxiv.org/abs/2611.00342) -- lead source

### Delivery architecture in a deployed tool-using agent; Fidelity collapses with table size, not turn count

- Permalink: https://110010.art/r/649f70ed55e54143/
- Original: https://arxiv.org/abs/2611.00442
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Fidelity Collapses with Table Size, Not Turn Count: Delivery Architecture in a Deployed Tool-Using Agent

arXiv:2611.00442v1 Announce Type: new 
Abstract: When a multi-turn agent delivers a tool's structured records into the model's context and re-emits them each turn, every turn can corrupt data the tool computed...

Coverage:
- arXiv cs.CL (2026-11-03): [Fidelity Collapses with Table Size, Not Turn Count: Delivery Architecture in a Deployed Tool-Using Agent](https://arxiv.org/abs/2611.00442) -- lead source

### DELBERT-2: pretrained fingerprint language models for DEL protein binder prediction

- Permalink: https://110010.art/r/7fa348eb164140c5/
- Original: https://arxiv.org/abs/2611.00281
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: DELBERT-2: Pretrained Fingerprint Language Models for DEL Protein Binder Prediction

arXiv:2611.00281v1 Announce Type: new 
Abstract: We present DELBERT-2, a pretrained fingerprint language model that converts sparse molecular fingerprints into unified token sequences using a ModernBERT encoder...

Coverage:
- arXiv cs.LG (2026-11-03): [DELBERT-2: Pretrained Fingerprint Language Models for DEL Protein Binder Prediction](https://arxiv.org/abs/2611.00281) -- lead source

### Cyber-physical attack detection approaches in the wide-area measurement system.

- Permalink: https://110010.art/r/e444129c9225403e/
- Original: https://arxiv.org/abs/2611.00316
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: Cyber-physical attack detection approaches in the wide-area measurement system

arXiv:2611.00316v1 Announce Type: new 
Abstract: Improving situational awareness within the Smart Grid is an effective preventive measure to detect potential anomalies, and avoid their adverse consequences. A wide...

Coverage:
- arXiv cs.LG (2026-11-03): [Cyber-physical attack detection approaches in the wide-area measurement system](https://arxiv.org/abs/2611.00316) -- lead source

### Cross-prompt reuse of entity-replacement responses in language models, with hidden-state changes measured across related questions

- Permalink: https://110010.art/r/cb1b34a0324b40b0/
- Original: https://arxiv.org/abs/2611.00352
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Cross-Prompt Reuse of Entity-Replacement Responses

arXiv:2611.00352v1 Announce Type: new 
Abstract: With model weights fixed, we measure how much of an entity-replacement response transfers between English factual questions, beyond whether answers change. We add the...

Coverage:
- arXiv cs.CL (2026-11-03): [Cross-Prompt Reuse of Entity-Replacement Responses](https://arxiv.org/abs/2611.00352) -- lead source

### Cross-lingual persona effects in LLM negotiation

- Permalink: https://110010.art/r/9b48f0ab8dec45fc/
- Original: https://arxiv.org/abs/2611.00300
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Cross-Lingual Persona Effects in LLM Negotiation
- Tags: [Gemini](https://110010.art/tags/gemini/)

arXiv:2611.00300v1 Announce Type: new 
Abstract: Tell an LLM negotiator to be "headstrong" and it should hold firm on price, but does that instruction retain the same behavior in every language? To test this, we use...

Coverage:
- arXiv cs.CL (2026-11-03): [Cross-Lingual Persona Effects in LLM Negotiation](https://arxiv.org/abs/2611.00300) -- lead source

### Constructing budgeted KGW evasion through token-event evidence replacement

- Permalink: https://110010.art/r/9344851101c542f0/
- Original: https://arxiv.org/abs/2611.00726
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Constructing Budgeted KGW Evasion through Token-Event Evidence Replacement

arXiv:2611.00726v1 Announce Type: new 
Abstract: KGW watermarks bias sampling to accumulate keyed detection evidence. We construct budgeted evasion through token-event evidence replacement using ordinary phrase...

Coverage:
- arXiv cs.CL (2026-11-03): [Constructing Budgeted KGW Evasion through Token-Event Evidence Replacement](https://arxiv.org/abs/2611.00726) -- lead source

### CLiS: Certified loop-invariant stabilization improves attention acceleration for video diffusion on TPUs with a plug-and-play training-free optimization

- Permalink: https://110010.art/r/5c1f19d5c7bd446c/
- Original: https://arxiv.org/abs/2611.00444
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: CLiS: Plug-and-Play Attention Acceleration for Video Diffusion on TPUs via Certified Stabilization

arXiv:2611.00444v1 Announce Type: new 
Abstract: High-resolution video diffusion relies on attention over long token sequences, making attention efficiency critical to generation latency. Our analysis identifies...

Coverage:
- arXiv cs.LG (2026-11-03): [CLiS: Plug-and-Play Attention Acceleration for Video Diffusion on TPUs via Certified Stabilization](https://arxiv.org/abs/2611.00444) -- lead source

### Circuit Oracle: automating attribution graph analysis via natural-language queries

- Permalink: https://110010.art/r/8c41d31f817c4fca/
- Original: https://arxiv.org/abs/2611.00420
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Circuit Oracle: Automating Attribution Graph Analysis via Natural-Language Queries

arXiv:2611.00420v1 Announce Type: new 
Abstract: Attribution graphs, an emerging tool in mechanistic interpretability, use transcoders to decompose language model computations into sparse interpretable features...

Coverage:
- arXiv cs.CL (2026-11-03): [Circuit Oracle: Automating Attribution Graph Analysis via Natural-Language Queries](https://arxiv.org/abs/2611.00420) -- lead source

### CheXPoT: post-hoc visual verification and correction of VLM-generated radiology reports

- Permalink: https://110010.art/r/40036bbb7cd64f4f/
- Original: https://arxiv.org/abs/2611.00785
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: CheXPoT: Post-Hoc Visual Verification and Correction of VLM-Generated Radiology Reports

arXiv:2611.00785v1 Announce Type: new 
Abstract: Vision-language models (VLMs) have shown promise for chest radiograph report generation, but adoption remains limited because of hallucinated findings that are not...

Coverage:
- arXiv cs.CL (2026-11-03): [CheXPoT: Post-Hoc Visual Verification and Correction of VLM-Generated Radiology Reports](https://arxiv.org/abs/2611.00785) -- lead source

### C3: speech-guided KV retrieval for long-context SpeechLLM inference

- Permalink: https://110010.art/r/f941cf85b94249ea/
- Original: https://arxiv.org/abs/2611.00333
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: C3: Speech-Guided KV Retrieval for Long-Context SpeechLLM Inference

arXiv:2611.00333v1 Announce Type: new 
Abstract: Speech language models encode audio at a much higher rate than text, causing the KV cache to dominate the memory, bandwidth, and decoding cost of long-form generation....

Coverage:
- arXiv cs.LG (2026-11-03): [C3: Speech-Guided KV Retrieval for Long-Context SpeechLLM Inference](https://arxiv.org/abs/2611.00333) -- lead source

### Auditing facts and detection in AI-text humanizers: numbers, dates, names, and quotes survive rewrites; validated rule-based checker assesses checkable details

- Permalink: https://110010.art/r/a98a2cfa1d7b468b/
- Original: https://arxiv.org/abs/2611.00359
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers

arXiv:2611.00359v1 Announce Type: new 
Abstract: AI "humanizers" rewrite machine-generated text so that detectors classify it as human-written. Public leaderboards score evasion and embedding similarity, but not...

Coverage:
- arXiv cs.CL (2026-11-03): [Humanized but Still True? Auditing Facts and Detection in AI-Text Humanizers](https://arxiv.org/abs/2611.00359) -- lead source

### Audit at the precision you deploy: quantization reshapes a subliminally learned preference

- Permalink: https://110010.art/r/e7ee3d202f454e5b/
- Original: https://arxiv.org/abs/2611.00665
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: Audit at the Precision You Deploy: Quantization Reshapes a Subliminally Learned Preference

arXiv:2611.00665v1 Announce Type: new 
Abstract: Subliminal learning allows AI models to inherit hidden preferences from seemingly unrelated training data, such as number sequences. Safety audits may evaluate models...

Coverage:
- arXiv cs.CL (2026-11-03): [Audit at the Precision You Deploy: Quantization Reshapes a Subliminally Learned Preference](https://arxiv.org/abs/2611.00665) -- lead source

### AStockArena: real-time decision auditing for continuous trading in China's A-share market

- Permalink: https://110010.art/r/f99523e8456e40b3/
- Original: https://arxiv.org/abs/2611.00515
- Source: arXiv cs.CL
- Published: 2026-11-03
- Original headline: AStockArena: Beyond Returns, Can We Entrust Real Capital to the Decisions of Financial Agents?

arXiv:2611.00515v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used in dynamic financial trading, yet real-time trading benchmarks mainly evaluate agents by cumulative returns and...

Coverage:
- arXiv cs.CL (2026-11-03): [AStockArena: Beyond Returns, Can We Entrust Real Capital to the Decisions of Financial Agents?](https://arxiv.org/abs/2611.00515) -- lead source

### A framework for task-agnostic counterfactual fairness in transformers through activation steering

- Permalink: https://110010.art/r/27180e8f4178400f/
- Original: https://arxiv.org/abs/2611.00298
- Source: arXiv cs.LG
- Published: 2026-11-03
- Original headline: A Framework for Task-Agnostic Counterfactual Fairness in Transformers through Activation Steering

arXiv:2611.00298v1 Announce Type: new 
Abstract: Bias in transformer-based models is a growing concern as these architectures become more prevalent in automated decision-making systems, such as prediction models for...

Coverage:
- arXiv cs.LG (2026-11-03): [A Framework for Task-Agnostic Counterfactual Fairness in Transformers through Activation Steering](https://arxiv.org/abs/2611.00298) -- lead source

### MIT energy researchers showcase Seed Innovation Fund project on accelerating energy planning in the data-center era with generative AI at Energizing@MIT conference

- Permalink: https://110010.art/r/df8ed4809c1549e8/
- Original: https://news.mit.edu/2026/powering-up-for-pivotal-moment-1102
- Source: MIT News (AI)
- Published: 2026-11-02
- Original headline: Powering up for a pivotal moment

At the 2026 Energizing@MIT: MITEI’s Annual Research Conference, MITEI principal research scientist Deepjyoti Deka (left) presented his Seed Innovation Fund project on accelerating energy planning in the era of data...

Coverage:
- MIT News (AI) (2026-11-02): [Powering up for a pivotal moment](https://news.mit.edu/2026/powering-up-for-pivotal-moment-1102) -- lead source

### Regina Barzilay and Jim Collins win the 2026 Pritzker Prize for AI in Science Research Excellence for AI-enabled antibiotic discovery

- Permalink: https://110010.art/r/b33089f580824292/
- Original: https://news.mit.edu/2026/regina-barzilay-jim-collins-win-pritzker-prize-ai-and-science-research-excellence-1102
- Source: MIT News (AI)
- Published: 2026-11-02
- Original headline: Regina Barzilay and Jim Collins win Pritzker Prize for AI and Science Research Excellence for work in AI-enabled antibiotic discovery

Regina Barzilay (left) and James Collins are the recipients of this year’s 2026 Pritzker Prize for AI in Science Research Excellence, which is jointly awarded by the University of Chicago and Caltech.

Coverage:
- MIT News (AI) (2026-11-02): [Regina Barzilay and Jim Collins win Pritzker Prize for AI and Science Research Excellence for work in AI-enabled antibiotic discovery](https://news.mit.edu/2026/regina-barzilay-jim-collins-win-pritzker-prize-ai-and-science-research-excellence-1102) -- lead source

### When can unlabeled data pools replace membership queries?

- Permalink: https://110010.art/r/908b8858ee634774/
- Original: https://arxiv.org/abs/2610.41001
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: When Can Unlabeled Data Pools Replace Membership Queries?

arXiv:2610.41001v1 Announce Type: new 
Abstract: Membership queries let a learner label arbitrary points and give near-optimal $\tilde O(n\log(1/\eps))$ label complexity for halfspaces under every marginal. A pool...

Coverage:
- arXiv cs.LG (2026-11-02): [When Can Unlabeled Data Pools Replace Membership Queries?](https://arxiv.org/abs/2610.41001) -- lead source

### Violet teaming in practice: lessons from a pilot expert workshop on governing complex AI systems

- Permalink: https://110010.art/r/1dc1be536cea41da/
- Original: https://arxiv.org/abs/2610.41018
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Violet Teaming in Practice: Lessons from a Pilot Expert Workshop on Governing Complex AI Systems

arXiv:2610.41018v1 Announce Type: new 
Abstract: Violet teaming has been proposed as a method to integrate technical, policy, and societal considerations into the evaluation of emerging technologies. Here, we...

Coverage:
- arXiv cs.AI (2026-11-02): [Violet Teaming in Practice: Lessons from a Pilot Expert Workshop on Governing Complex AI Systems](https://arxiv.org/abs/2610.41018) -- lead source

### Unsupervised feature selection using local intrinsic dimensionality -- extended version

- Permalink: https://110010.art/r/aee1f49019c14076/
- Original: https://arxiv.org/abs/2610.40736
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Unsupervised Feature Selection Using Local Intrinsic Dimensionality -- Extended Version

arXiv:2610.40736v1 Announce Type: new 
Abstract: High dimensionality degrades both the efficiency and the effectiveness of learning algorithms, and in many applications no class labels are available to guide...

Coverage:
- arXiv cs.LG (2026-11-02): [Unsupervised Feature Selection Using Local Intrinsic Dimensionality -- Extended Version](https://arxiv.org/abs/2610.40736) -- lead source

### TSFLab: a self-improving agent-agnostic workbench for time series forecasting research

- Permalink: https://110010.art/r/d25b110331be496a/
- Original: https://arxiv.org/abs/2610.40901
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: TSFLab: A Self-Improving Agent-Agnostic Workbench for Time Series Forecasting Research

arXiv:2610.40901v1 Announce Type: new 
Abstract: As publications and products on time series forecasting (TSF) proliferate, researchers face a growing burden of analyzing existing work. First, not all publications...

Coverage:
- arXiv cs.LG (2026-11-02): [TSFLab: A Self-Improving Agent-Agnostic Workbench for Time Series Forecasting Research](https://arxiv.org/abs/2610.40901) -- lead source

### TraceSpec: understanding and improving speculative decoding for LLM agents

- Permalink: https://110010.art/r/1a7ddaedcb164b6f/
- Original: https://arxiv.org/abs/2610.41177
- Source: arXiv cs.CL (3 sources)
- Published: 2026-11-02
- Original headline: TraceSpec: Understanding and Improving Speculative Decoding for LLM Agents

arXiv:2610.41177v1 Announce Type: new 
Abstract: LLM agents execute tasks through repeated model calls over evolving histories of reasoning, actions, and tool feedback. Aggregate speculative-decoding metrics merge...

Coverage:
- arXiv cs.CL (2026-11-02): [TraceSpec: Understanding and Improving Speculative Decoding for LLM Agents](https://arxiv.org/abs/2610.41177) -- lead source
- arXiv cs.CL (2026-11-04): [Towards Optimal Multi-draft Speculative Decoding](https://arxiv.org/abs/2502.18779)
- r/LocalLLaMA (2026-11-04): [[Paper] SpecPilot: Autonomous Algorithm Discovery and Systems Optimization for Speculative Decoding 🚀🚀🚀](https://www.reddit.com/r/LocalLLaMA/comments/1xnjrgj/paper_specpilot_autonomous_algorithm_discovery/)
- arXiv cs.AI (2026-11-05): [Hybrid Spark: Adaptive Speculative Decoding That Lets the Content Choose the Drafter](https://arxiv.org/abs/2611.05611)

### Towards portable specification of the agent harness; authors propose decomposing the harness into eight components and a portable framework to record which model ran in which harness

- Permalink: https://110010.art/r/650fda5b1d414740/
- Original: https://arxiv.org/abs/2610.40917
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Towards Portable Specification of the Agent Harness

arXiv:2610.40917v1 Announce Type: new 
Abstract: Large language models act only through the infrastructure that surrounds them. That infrastructure, the harness, determines what a model can accomplish and how it...

Coverage:
- arXiv cs.AI (2026-11-02): [Towards Portable Specification of the Agent Harness](https://arxiv.org/abs/2610.40917) -- lead source

### The generative gap between speculative drafters and continuous diffusion language models

- Permalink: https://110010.art/r/efc7e69236f5458d/
- Original: https://arxiv.org/abs/2610.40847
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: The Generative Gap Between Speculative Drafter and Continuous Diffusion Language Model

arXiv:2610.40847v1 Announce Type: new 
Abstract: Continuous diffusion language models (CDLMs) and speculative drafters offer efficient language generation but are typically evaluated differently: CDLMs generate...

Coverage:
- arXiv cs.CL (2026-11-02): [The Generative Gap Between Speculative Drafter and Continuous Diffusion Language Model](https://arxiv.org/abs/2610.40847) -- lead source

### The first few tokens matter: understanding chain-of-thought controllability

- Permalink: https://110010.art/r/ba56b404ecac4055/
- Original: https://arxiv.org/abs/2610.40939
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: The First Few Tokens Matter: Understanding Chain-of-Thought Controllability

arXiv:2610.40939v1 Announce Type: new 
Abstract: Chain-of-thought (CoT) monitoring is a promising way to oversee increasingly capable agents. It succeeds in part because current models appear limited in their ability...

Coverage:
- arXiv cs.AI (2026-11-02): [The First Few Tokens Matter: Understanding Chain-of-Thought Controllability](https://arxiv.org/abs/2610.40939) -- lead source
- arXiv cs.AI (2026-11-02): [Opening the Box Changes the Cat: LLMs Detect Chain-of-Thought Monitoring - What now?](https://arxiv.org/abs/2610.40946)

### TensorSSM: memorizing spatial position in dynamic state space for tensor core generation

- Permalink: https://110010.art/r/ee322fb20c6b43c9/
- Original: https://arxiv.org/abs/2610.40871
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: TensorSSM: Memorizing Spatial Position in Dynamic State Space for Tensor Core Generation

arXiv:2610.40871v1 Announce Type: new 
Abstract: High-dimensional tensors are ubiquitous in real-world applications but lead to massive storage overhead. Functional tensor decomposition addresses this by employing...

Coverage:
- arXiv cs.LG (2026-11-02): [TensorSSM: Memorizing Spatial Position in Dynamic State Space for Tensor Core Generation](https://arxiv.org/abs/2610.40871) -- lead source

### Steering vectors as a training signal in LLM post-training

- Permalink: https://110010.art/r/7ac5f77a79344c5e/
- Original: https://arxiv.org/abs/2610.40998
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Steering Vectors as a Training Signal in LLM Post-Training

arXiv:2610.40998v1 Announce Type: new 
Abstract: Steering vectors (SVs) are residual-stream directions that shift the behavior of LLMs when added to hidden states at inference time. While prior work has mainly used...

Coverage:
- arXiv cs.LG (2026-11-02): [Steering Vectors as a Training Signal in LLM Post-Training](https://arxiv.org/abs/2610.40998) -- lead source

### Sparse text diffusion under dual budgets: context connectivity and expert activation

- Permalink: https://110010.art/r/5014bcfe2e5c4d87/
- Original: https://arxiv.org/abs/2610.41487
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Sparse Text Diffusion under Dual Budgets: Context Connectivity and Expert Activation

arXiv:2610.41487v1 Announce Type: new 
Abstract: Long-context diffusion repeatedly pays for both token interaction and feed-forward computation. We formulate these costs as two separate budgets: the edges available...

Coverage:
- arXiv cs.CL (2026-11-02): [Sparse Text Diffusion under Dual Budgets: Context Connectivity and Expert Activation](https://arxiv.org/abs/2610.41487) -- lead source

### Safety sufficiency in web world models: plausible predictions do not guarantee correct safety decisions, with many models showing asymmetric authorization behavior in human evaluation

- Permalink: https://110010.art/r/18797d67a7084063/
- Original: https://arxiv.org/abs/2610.40798
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Beyond Plausible Prediction: Safety Sufficiency in Web World Models

arXiv:2610.40798v1 Announce Type: new 
Abstract: Web world models increasingly predict the consequences of candidate actions before agents act, yet a plausible predicted future does not necessarily support the...

Coverage:
- arXiv cs.AI (2026-11-02): [Beyond Plausible Prediction: Safety Sufficiency in Web World Models](https://arxiv.org/abs/2610.40798) -- lead source

### S2TDR: structured multimodal reconstruction for sticker-aware dialogue understanding

- Permalink: https://110010.art/r/a6ad84ba1a2549d6/
- Original: https://arxiv.org/abs/2610.41176
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: S2TDR: Structured Multimodal Reconstruction for Sticker-Aware Dialogue Understanding

arXiv:2610.41176v1 Announce Type: new 
Abstract: Stickers are widely used in social media dialogues to express affect, stance, and intent beyond literal text. Their meanings are often non-literal and...

Coverage:
- arXiv cs.CL (2026-11-02): [S2TDR: Structured Multimodal Reconstruction for Sticker-Aware Dialogue Understanding](https://arxiv.org/abs/2610.41176) -- lead source

### Researchers study score-seeking in LLMs, examining how production models exploit scoring flaws and motivations behind behavior in agentic environments with leaked graders.

- Permalink: https://110010.art/r/c7ddedcbfc6641a6/
- Original: https://arxiv.org/abs/2610.41014
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Towards Understanding Score-Seeking in LLMs
- Tags: [OpenAI](https://110010.art/tags/openai/)

arXiv:2610.41014v1 Announce Type: new 
Abstract: Production large language models sometimes reward-hack, exploiting flaws in how tasks are scored rather than performing the tasks as intended, sometimes in highly...

Coverage:
- arXiv cs.LG (2026-11-02): [Towards Understanding Score-Seeking in LLMs](https://arxiv.org/abs/2610.41014) -- lead source

### ReplayRCA benchmarks diagnosing and repairing agent failures via counterfactual replay by intervening at the decisive step and continuing with the same agent.

- Permalink: https://110010.art/r/067f9a184c524aa5/
- Original: https://arxiv.org/abs/2610.41025
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay

arXiv:2610.41025v1 Announce Type: new 
Abstract: When a language-model agent fails a multi-step task, can another model find the decisive mistake and fix it with a single action? We introduce ReplayRCA, a benchmark...

Coverage:
- arXiv cs.AI (2026-11-02): [ReplayRCA: Measuring Post-hoc Diagnosis and Live Oversight of Agent Failures by Counterfactual Replay](https://arxiv.org/abs/2610.41025) -- lead source

### Recursive knowledge construction for scientific agents: evaluating how evidence state and stopping judge affect verification of consensus claims.

- Permalink: https://110010.art/r/18336389a74d4692/
- Original: https://arxiv.org/abs/2610.40906
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science?

arXiv:2610.40906v1 Announce Type: new 
Abstract: Recent scientific agents build knowledge recursively by retrieving evidence, constructing an intermediate state, and judging whether that state contains sufficient...

Coverage:
- arXiv cs.AI (2026-11-02): [Does Recursive Knowledge Construction Help Agents Verify Consensus Claims in Science?](https://arxiv.org/abs/2610.40906) -- lead source

### RC Prediction: a Python package for parameter-aware reservoir computing

- Permalink: https://110010.art/r/516a64db5355469f/
- Original: https://arxiv.org/abs/2610.40984
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: RC Prediction: A Python Package for Parameter-Aware Reservoir Computing

arXiv:2610.40984v1 Announce Type: new 
Abstract: A nonlinear dynamical system can be characterized by the autonomous evolution of its state in time and its dependence on system parameters. As a parameter varies, the...

Coverage:
- arXiv cs.LG (2026-11-02): [RC Prediction: A Python Package for Parameter-Aware Reservoir Computing](https://arxiv.org/abs/2610.40984) -- lead source

### Qistas: a portable protocol for evaluating how large language models treat social constituencies in a given society.

- Permalink: https://110010.art/r/c4397aa6b03b474a/
- Original: https://arxiv.org/abs/2610.40893
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Qistas: A Pre-Registered, Portable Protocol for Fairness Evaluation of Large Language Models

arXiv:2610.40893v1 Announce Type: new 
Abstract: Fairness benchmarks for large language models (LLMs) are overwhelmingly English-born and American in their social categories; translated versions carry those...

Coverage:
- arXiv cs.CL (2026-11-02): [Qistas: A Pre-Registered, Portable Protocol for Fairness Evaluation of Large Language Models](https://arxiv.org/abs/2610.40893) -- lead source

### PsyInterviewee: informational invariance and relational adaptivity in mental health interview simulation

- Permalink: https://110010.art/r/f0f46b03f6e24e43/
- Original: https://arxiv.org/abs/2610.41289
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: PsyInterviewee: Informational Invariance and Relational Adaptivity in Mental Health Interview Simulation

arXiv:2610.41289v1 Announce Type: new 
Abstract: LLM-based simulated interviewees support interviewer training and the evaluation of mental health interviewing systems. Existing studies have primarily focused on...

Coverage:
- arXiv cs.CL (2026-11-02): [PsyInterviewee: Informational Invariance and Relational Adaptivity in Mental Health Interview Simulation](https://arxiv.org/abs/2610.41289) -- lead source

### Payroll fraud detection in synthetic HR/ERP graphs using inductive comparison of rules, path features, and graph neural networks

- Permalink: https://110010.art/r/cf0957f1a2e6488c/
- Original: https://arxiv.org/abs/2610.41085
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Payroll Fraud Detection in Synthetic HR/ERP Graphs: An Inductive Comparison of Rules, Path Features, and Graph Neural Networks

arXiv:2610.41085v1 Announce Type: new 
Abstract: Payroll-fraud screening requires finding hidden employee--payee links while distinguishing suspicious relationships from legitimate ones. We formulate this problem as...

Coverage:
- arXiv cs.AI (2026-11-02): [Payroll Fraud Detection in Synthetic HR/ERP Graphs: An Inductive Comparison of Rules, Path Features, and Graph Neural Networks](https://arxiv.org/abs/2610.41085) -- lead source

### P-ContextBench evaluates personal-context understanding with population-structured, life-story-grounded digital humans built from demographic seeds

- Permalink: https://110010.art/r/246ca57273534743/
- Original: https://arxiv.org/abs/2610.40959
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: P-ContextBench: From Personal Fact Recall to Personalized Agent Behavior

arXiv:2610.40959v1 Announce Type: new 
Abstract: Large language models (LLMs) are increasingly used for personal tasks, yet evaluating their safe use of personal context remains difficult because such contexts are...

Coverage:
- arXiv cs.AI (2026-11-02): [P-ContextBench: From Personal Fact Recall to Personalized Agent Behavior](https://arxiv.org/abs/2610.40959) -- lead source

### Optimization techniques for solving the minimum red–blue separating set problem with an application to human–AI text separation

- Permalink: https://110010.art/r/0a68c34c9ea44340/
- Original: https://arxiv.org/abs/2610.41081
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Optimization Techniques for Solving the Minimum Red--Blue Separating Set Problem with an Application to Human--AI Text Separation

arXiv:2610.41081v1 Announce Type: new 
Abstract: We study the so-called Minimum Red''Blue Separating Set Problem (MRBSSP) which arises from computational geometry. In particular, we propose a compact Set-Cover ILP...

Coverage:
- arXiv cs.AI (2026-11-02): [Optimization Techniques for Solving the Minimum Red--Blue Separating Set Problem with an Application to Human--AI Text Separation](https://arxiv.org/abs/2610.41081) -- lead source

### Open language models invent Scripture? BILAL-BENCH benchmarks Islamic-source fabrication in Bengali

- Permalink: https://110010.art/r/45ed9b5c9a5e47a7/
- Original: https://arxiv.org/abs/2610.40996
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Do Open Language Models Invent Scripture? BILAL-BENCH: Benchmarking Islamic-Source Fabrication in Bengali

arXiv:2610.40996v1 Announce Type: new 
Abstract: When a language model invents a Qur'anic verse or hadith, it gives false authority to text that readers may treat as sacred. Existing Islamic hallucination benchmarks...

Coverage:
- arXiv cs.CL (2026-11-02): [Do Open Language Models Invent Scripture? BILAL-BENCH: Benchmarking Islamic-Source Fabrication in Bengali](https://arxiv.org/abs/2610.40996) -- lead source

### On-policy RL for large language models faces training-inference mismatch due to separate inference and training processes; mismatch arises from engine numerics and stale asynchronous sampling weights

- Permalink: https://110010.art/r/96bd4616f31d46c1/
- Original: https://arxiv.org/abs/2610.40945
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: On the Origin and Evolution of Training-Inference Mismatch in LLM Reinforcement Learning

arXiv:2610.40945v1 Announce Type: new 
Abstract: On-policy reinforcement learning for large language models assumes that training responses are sampled from the current policy. In practice, an inference engine...

Coverage:
- arXiv cs.LG (2026-11-02): [On the Origin and Evolution of Training-Inference Mismatch in LLM Reinforcement Learning](https://arxiv.org/abs/2610.40945) -- lead source

### Nedimo: an evidence-grounded multilingual pipeline for AI-generated sleep stories

- Permalink: https://110010.art/r/3b54b69a9bc14cb4/
- Original: https://arxiv.org/abs/2610.40970
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Nedimo: An Evidence-Grounded Multilingual Pipeline for AI-Generated Sleep Stories

arXiv:2610.40970v1 Announce Type: new 
Abstract: Generative audio systems can produce large libraries of personalized bedtime content, but ordinary media objectives (retention, completion, and novelty) are poorly...

Coverage:
- arXiv cs.AI (2026-11-02): [Nedimo: An Evidence-Grounded Multilingual Pipeline for AI-Generated Sleep Stories](https://arxiv.org/abs/2610.40970) -- lead source

### Near-optimal first-order regret for bandits with feedback graphs

- Permalink: https://110010.art/r/e578969c67d144a0/
- Original: https://arxiv.org/abs/2610.40861
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Near-Optimal First-Order Regret for Bandits with Feedback Graphs

arXiv:2610.40861v1 Announce Type: new 
Abstract: We study first-order regret guarantees for adversarial bandits with a fixed, known directed feedback graph. For strongly observable graphs, [ACBDK15] establishes a...

Coverage:
- arXiv cs.LG (2026-11-02): [Near-Optimal First-Order Regret for Bandits with Feedback Graphs](https://arxiv.org/abs/2610.40861) -- lead source

### MOSAIC: addresses disproportionate task-modality dependencies via modality-partitioned gradient routing

- Permalink: https://110010.art/r/1980acdb6c5242e1/
- Original: https://arxiv.org/abs/2610.41004
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: MOSAIC: Addressing Disproportionate Task-Modality Dependencies via Modality-Partitioned Gradient Routing

arXiv:2610.41004v1 Announce Type: new 
Abstract: In multi-task settings, combining multiple modalities allows task representations to draw on signals that a single modality alone would not capture. However,...

Coverage:
- arXiv cs.LG (2026-11-02): [MOSAIC: Addressing Disproportionate Task-Modality Dependencies via Modality-Partitioned Gradient Routing](https://arxiv.org/abs/2610.41004) -- lead source

### More Rules, Longer Lists? Benchmarking self-evolving agents on a hidden-rule curriculum

- Permalink: https://110010.art/r/51d812462c8c4b88/
- Original: https://arxiv.org/abs/2610.40758
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: More Rules, Longer Lists? Benchmarking Self-Evolving Agents on a Hidden-Rule Curriculum

arXiv:2610.40758v1 Announce Type: new 
Abstract: Self-evolving agents rewrite a persistent state from feedback, but it is largely untested whether this lets them learn a rule nobody told them. An agent can also pass...

Coverage:
- arXiv cs.AI (2026-11-02): [More Rules, Longer Lists? Benchmarking Self-Evolving Agents on a Hidden-Rule Curriculum](https://arxiv.org/abs/2610.40758) -- lead source

### Monte Carlo Random Walk Kernel estimates graph similarity with size-independent per-pair cost via normalized RWK expansion

- Permalink: https://110010.art/r/9efb07a12fb4498e/
- Original: https://arxiv.org/abs/2610.40956
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Monte Carlo Random Walk Kernel

arXiv:2610.40956v1 Announce Type: new 
Abstract: We introduce the Monte Carlo Random Walk Kernel (MCRWK), an estimator whose per-pair cost is independent of graph size and derived directly from the random walk kernel...

Coverage:
- arXiv cs.LG (2026-11-02): [Monte Carlo Random Walk Kernel](https://arxiv.org/abs/2610.40956) -- lead source

### Mage-VL-Cowork trains a 4B hybrid computer-use agent across a five-stage curriculum, combining visual GUI interaction with code and terminal execution.

- Permalink: https://110010.art/r/2b206d86381244eb/
- Original: https://arxiv.org/abs/2610.40747
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-02
- Original headline: Mage-VL-Cowork: A Full Training Recipe to Learn Hybrid Computer Use From Evolved Harnesses

arXiv:2610.40747v1 Announce Type: new 
Abstract: Effective computer-use agents (CUAs) should seamlessly combine visual GUI interaction with code and terminal execution within a single policy. We present...

Coverage:
- r/LocalLLaMA (2026-10-31): [microsoft/Mage-VL-Cowork · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xk6blw/microsoftmagevlcowork_hugging_face/)
- arXiv cs.CL (2026-11-02): [Mage-VL-Cowork: A Full Training Recipe to Learn Hybrid Computer Use From Evolved Harnesses](https://arxiv.org/abs/2610.40747) -- lead source

### Li2SAO: lifting light single-rollout asynchronous RL optimization via group-relative actor-critic bootstrapping

- Permalink: https://110010.art/r/3cd2b3d403494d8a/
- Original: https://arxiv.org/abs/2610.40726
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Li$^{2}$SAO: Lifting Light Singl-Rollout Asynchronous RL Optimization via Group-Relative Actor-Critic Bootstrapping

arXiv:2610.40726v1 Announce Type: new 
Abstract: Asynchronous reinforcement learning (RL) is becoming a mainstream paradigm for post-training large language models (LLMs), as it improves training efficiency by...

Coverage:
- arXiv cs.CL (2026-11-02): [Li$^{2}$SAO: Lifting Light Singl-Rollout Asynchronous RL Optimization via Group-Relative Actor-Critic Bootstrapping](https://arxiv.org/abs/2610.40726) -- lead source

### Language models show conformity bias in RAG; majority endorsement of poisoned claims affects misinformation detection

- Permalink: https://110010.art/r/bcb745e1c0fd483b/
- Original: https://arxiv.org/abs/2610.41012
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Language Models Show Conformity Bias in RAG: When the Majority Endorses a Poisoned Claim

arXiv:2610.41012v1 Announce Type: new 
Abstract: Retrieval-augmented generation (RAG) can expose language models to misleading evidence in retrieved documents. We investigate whether increasing the number of mutually...

Coverage:
- arXiv cs.CL (2026-11-02): [Language Models Show Conformity Bias in RAG: When the Majority Endorses a Poisoned Claim](https://arxiv.org/abs/2610.41012) -- lead source

### Language models show a women-are-wonderful effect in blame attribution across four models, affecting a minority of verdicts

- Permalink: https://110010.art/r/64219b9a67c74800/
- Original: https://arxiv.org/abs/2610.41116
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Language Models Show a "Women-Are-Wonderful" Effect in Blame Attribution That is Not Just Leniency

arXiv:2610.41116v1 Announce Type: new 
Abstract: This paper investigates the Women-Are-Wonderful (WaW) effect in language-model blame attribution: a favorable bias in which women receive more positive evaluations...

Coverage:
- arXiv cs.CL (2026-11-02): [Language Models Show a "Women-Are-Wonderful" Effect in Blame Attribution That is Not Just Leniency](https://arxiv.org/abs/2610.41116) -- lead source

### LanG 2.0: Energy-efficient agentic AI for semi-automated security operations at scale

- Permalink: https://110010.art/r/b7f38c12df624b27/
- Original: https://arxiv.org/abs/2610.41072
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: LanG 2.0: Energy-Efficient Agentic AI for Semi-Automated Security Operations at Scale

arXiv:2610.41072v1 Announce Type: new 
Abstract: Security operations centers (SOCs) need to turn terabytes of alerts, logs and flows into trusted, affordable decisions to unveil hidden threats. We present LanG 2.0,...

Coverage:
- arXiv cs.AI (2026-11-02): [LanG 2.0: Energy-Efficient Agentic AI for Semi-Automated Security Operations at Scale](https://arxiv.org/abs/2610.41072) -- lead source

### KV-Cache patching traces how and where fine-tuned behaviors arise by patching the KV cache from a LoRA-finetuned model into the base model

- Permalink: https://110010.art/r/f84e9bed196645bd/
- Original: https://arxiv.org/abs/2610.41480
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: KV-Cache Patching: Tracing How and Where Fine-Tuned Behaviors Arise

arXiv:2610.41480v1 Announce Type: new 
Abstract: Fine-tuning a language model changes how it responds, but where is this fine-tuned behavior instantiated? To better understand this, we evaluate whether the change in...

Coverage:
- arXiv cs.CL (2026-11-02): [KV-Cache Patching: Tracing How and Where Fine-Tuned Behaviors Arise](https://arxiv.org/abs/2610.41480) -- lead source

### Incongruence-aware evaluation of multimodal speech emotion recognition in audio large language models

- Permalink: https://110010.art/r/f56d614b911f4e1b/
- Original: https://arxiv.org/abs/2610.40883
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Incongruence-Aware Evaluation of Multimodal Speech Emotion Recognition in Audio Large Language Models

arXiv:2610.40883v1 Announce Type: new 
Abstract: Voice-interactive large language models process both what a speaker says and how they say it, yet the two channels do not always agree. We ask whether that...

Coverage:
- arXiv cs.AI (2026-11-02): [Incongruence-Aware Evaluation of Multimodal Speech Emotion Recognition in Audio Large Language Models](https://arxiv.org/abs/2610.40883) -- lead source

### In-Model context compression with agentic soft tokens for long-horizon LLM agents

- Permalink: https://110010.art/r/9d21d9ef193541ea/
- Original: https://arxiv.org/abs/2610.41291
- Source: arXiv cs.CL (2 sources)
- Published: 2026-11-02
- Original headline: In-Model Context Compression with Agentic Soft Tokens for Long-Horizon LLM Agents

arXiv:2610.41291v1 Announce Type: new 
Abstract: Long-horizon LLM agents play an important role in solving complex and sustained tasks, with ever-growing interaction contexts. However, these accumulated contexts will...

Coverage:
- arXiv cs.CL (2026-11-02): [In-Model Context Compression with Agentic Soft Tokens for Long-Horizon LLM Agents](https://arxiv.org/abs/2610.41291) -- lead source
- arXiv cs.LG (2026-11-02): [Kernel-based Interpolatory Methods for Context Compression of Attention Mechanisms](https://arxiv.org/abs/2610.40943)

### HyperRepair recovers general capabilities of fine-tuned language models at inference cost while preserving domain specialization

- Permalink: https://110010.art/r/d9c035aadfe04de1/
- Original: https://arxiv.org/abs/2610.41147
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: HyperRepair: Recovering Forgotten General Capabilities of Fine-Tuned Language Models

arXiv:2610.41147v1 Announce Type: new 
Abstract: Fine-tuning improves a language model's performance in a target domain but can weaken its general capabilities. Existing methods often face a trade-off between general...

Coverage:
- arXiv cs.CL (2026-11-02): [HyperRepair: Recovering Forgotten General Capabilities of Fine-Tuned Language Models](https://arxiv.org/abs/2610.41147) -- lead source

### Frozen in time: a physics foundation model forgets under sim-to-real adaptation

- Permalink: https://110010.art/r/e58abdfe443747cc/
- Original: https://arxiv.org/abs/2610.40857
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Frozen in Time: How a Physics Foundation Model Forgets Under Sim-to-Real Adaptation

arXiv:2610.40857v1 Announce Type: new 
Abstract: Scientific foundation models (SciFMs) have achieved remarkable performance on a wide range of PDEs, including the ability to efficiently adapt to unseen data...

Coverage:
- arXiv cs.LG (2026-11-02): [Frozen in Time: How a Physics Foundation Model Forgets Under Sim-to-Real Adaptation](https://arxiv.org/abs/2610.40857) -- lead source

### From transcription to reformulation: defining and benchmarking grounded generative speech recognition

- Permalink: https://110010.art/r/508721337d364f25/
- Original: https://arxiv.org/abs/2610.41292
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: From Transcription to Reformulation: Defining and Benchmarking Grounded Generative Speech Recognition

arXiv:2610.41292v1 Announce Type: new 
Abstract: Speech language models have expanded automatic speech recognition (ASR) from transcription to general speech-to-text generation. Yet existing benchmarks still assume a...

Coverage:
- arXiv cs.CL (2026-11-02): [From Transcription to Reformulation: Defining and Benchmarking Grounded Generative Speech Recognition](https://arxiv.org/abs/2610.41292) -- lead source

### Fewer attention heads reduce verbatim memorisation in large language models

- Permalink: https://110010.art/r/b637976e5b8f4513/
- Original: https://arxiv.org/abs/2610.40974
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Fewer Heads, Fewer Memories: Pruning Redundant Attention Heads Suppresses Verbatim Memorisation

arXiv:2610.40974v1 Announce Type: new 
Abstract: Large language models have been shown to memorise and reproduce verbatim sequences from their training data, raising concerns about privacy leakage, intellectual...

Coverage:
- arXiv cs.CL (2026-11-02): [Fewer Heads, Fewer Memories: Pruning Redundant Attention Heads Suppresses Verbatim Memorisation](https://arxiv.org/abs/2610.40974) -- lead source

### FARO: Function-space adaptive return-to-risk optimization via cross-block equal-risk-contribution budget allocation

- Permalink: https://110010.art/r/f058d4b32a94478a/
- Original: https://arxiv.org/abs/2610.40858
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: FARO: Function-Space Adaptive Return-to-Risk Optimization via Cross-Block Equal-Risk-Contribution Budget Allocation

arXiv:2610.40858v1 Announce Type: new 
Abstract: Training a large language model is compute-bound, and current recipes divide the work between optimizers by hand: orthogonalized momentum for attention and MLP...

Coverage:
- arXiv cs.LG (2026-11-02): [FARO: Function-Space Adaptive Return-to-Risk Optimization via Cross-Block Equal-Risk-Contribution Budget Allocation](https://arxiv.org/abs/2610.40858) -- lead source

### Fair recommender systems for intersecting groups

- Permalink: https://110010.art/r/a8768e84901a4bf8/
- Original: https://arxiv.org/abs/2610.40936
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Fair Recommender Systems for Intersecting Groups

arXiv:2610.40936v1 Announce Type: new 
Abstract: Recommendation systems that optimize for the average user can fail to capture the preferences of diverse demographic groups. We consider a dynamic recommendation...

Coverage:
- arXiv cs.LG (2026-11-02): [Fair Recommender Systems for Intersecting Groups](https://arxiv.org/abs/2610.40936) -- lead source

### Enhancing knowledge entity relation extraction in abstracts and full-text content of academic articles using large language models

- Permalink: https://110010.art/r/eb22229197124547/
- Original: https://arxiv.org/abs/2610.41552
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Enhancing Knowledge Entity Relation Extraction in Abstracts and Full-text Content of Academic Articles Using Large Language Models

arXiv:2610.41552v1 Announce Type: new 
Abstract: This study investigates the effectiveness of large pre-trained language models (LLMs) for knowledge entity relation extraction (KERE) from academic papers. Existing...

Coverage:
- arXiv cs.CL (2026-11-02): [Enhancing Knowledge Entity Relation Extraction in Abstracts and Full-text Content of Academic Articles Using Large Language Models](https://arxiv.org/abs/2610.41552) -- lead source

### EDU-Jev Training System-One decision models for education

- Permalink: https://110010.art/r/71ac2e88761a49c8/
- Original: https://arxiv.org/abs/2610.41079
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: EDU-Jev Training System-One Decision Models for Education
- Tags: [Jev](https://110010.art/tags/jev/)

arXiv:2610.41079v1 Announce Type: new 
Abstract: Many automated decisions in education involve choosing from a fixed set of options: assigning a rubric score, checking whether an answer meets a marking criterion, or...

Coverage:
- arXiv cs.CL (2026-11-02): [EDU-Jev Training System-One Decision Models for Education](https://arxiv.org/abs/2610.41079) -- lead source

### Don't Just Impute, Detect: Task-Aware Diffusion Pipelines for Edge Anomaly Detection

- Permalink: https://110010.art/r/e0bd93e195604dee/
- Original: https://arxiv.org/abs/2610.40732
- Source: arXiv cs.LG
- Published: 2026-11-02

arXiv:2610.40732v1 Announce Type: new 
Abstract: Industrial Internet of Things (IIoT) edge pipelines routinely lose contiguous blocks of multi-sensor data to network dropouts and hardware faults. The standard remedy...

Coverage:
- arXiv cs.LG (2026-11-02): [Don't Just Impute, Detect: Task-Aware Diffusion Pipelines for Edge Anomaly Detection](https://arxiv.org/abs/2610.40732) -- lead source

### Do language models know what compelling scientific evidence looks like?

- Permalink: https://110010.art/r/3c4c6623e3ce48d0/
- Original: https://arxiv.org/abs/2610.41015
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Do Language Models Know What Compelling Scientific Evidence Looks Like?

arXiv:2610.41015v1 Announce Type: new 
Abstract: Expert scientists excel at weighing empirical findings from multiple sources that vary in both statistical reliability and epistemic relevance. To what extent are...

Coverage:
- arXiv cs.LG (2026-11-02): [Do Language Models Know What Compelling Scientific Evidence Looks Like?](https://arxiv.org/abs/2610.41015) -- lead source

### DiRAFT: privacy-aware financial transcript synthesis from aggregate discourse priors

- Permalink: https://110010.art/r/07d53c85da76447f/
- Original: https://arxiv.org/abs/2610.40938
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: DiRAFT: Privacy-Aware Financial Transcript Synthesis from Aggregate Discourse Priors

arXiv:2610.40938v1 Announce Type: new 
Abstract: Using customer conversations to train and evaluate financial language models raises confidentiality concerns because non-public financial facts can remain after direct...

Coverage:
- arXiv cs.AI (2026-11-02): [DiRAFT: Privacy-Aware Financial Transcript Synthesis from Aggregate Discourse Priors](https://arxiv.org/abs/2610.40938) -- lead source

### Diffusion transformer acceleration methods reorganize the AdaLN-Zero residual gate to control conditioned updates in the residual stream.

- Permalink: https://110010.art/r/289c0414c008498a/
- Original: https://arxiv.org/abs/2610.40914
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: No Channels Left Behind: Understanding Diffusion Acceleration through Residual Gates

arXiv:2610.40914v1 Announce Type: new 
Abstract: Training acceleration methods for diffusion transformers, such as REPA and dispersive regularization, are commonly explained by additional supervision,...

Coverage:
- arXiv cs.LG (2026-11-02): [No Channels Left Behind: Understanding Diffusion Acceleration through Residual Gates](https://arxiv.org/abs/2610.40914) -- lead source

### Density-guided bootstrap boundaries for latent world-model reinforcement learning

- Permalink: https://110010.art/r/fa99b08ac7644083/
- Original: https://arxiv.org/abs/2610.41022
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Density-Guided Bootstrap Boundaries for Latent World-Model Reinforcement Learning

arXiv:2610.41022v1 Announce Type: new 
Abstract: Latent world models allow reinforcement learning agents to learn policies from imagined trajectories, yet determining the optimal depth of model reliance remains a...

Coverage:
- arXiv cs.LG (2026-11-02): [Density-Guided Bootstrap Boundaries for Latent World-Model Reinforcement Learning](https://arxiv.org/abs/2610.41022) -- lead source

### Decentralized LLM teams for perimeter defense outperform centralized command under unreliable communication; study compares central commander, auction-based consensus, and independent agents

- Permalink: https://110010.art/r/8f99ddf3c1504aab/
- Original: https://arxiv.org/abs/2610.41044
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Consensus Within, Competition Between: Decentralized LLM Teams for Perimeter Defense

arXiv:2610.41044v1 Announce Type: new 
Abstract: The use of large language models (LLMs) to coordinate multi-agent teams raises a fundamental architectural question: whether task allocation should be centralized in a...

Coverage:
- arXiv cs.AI (2026-11-02): [Consensus Within, Competition Between: Decentralized LLM Teams for Perimeter Defense](https://arxiv.org/abs/2610.41044) -- lead source

### Comparative evaluation of LLM-based review paradigms for academic paper quality assessment

- Permalink: https://110010.art/r/d41022a32db4498c/
- Original: https://arxiv.org/abs/2610.41391
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Comparative Evaluation of LLM-Based Review Paradigms for Academic Paper Quality Assessment

arXiv:2610.41391v1 Announce Type: new 
Abstract: Growing submission volumes have renewed interest in using large language models (LLMs) to support peer review. It remains unclear how such evaluation should be...

Coverage:
- arXiv cs.CL (2026-11-02): [Comparative Evaluation of LLM-Based Review Paradigms for Academic Paper Quality Assessment](https://arxiv.org/abs/2610.41391) -- lead source

### CoFiBreak: a coarse-to-fine diversity reward for effective multi-turn jailbreak

- Permalink: https://110010.art/r/2bbe9f42cc964518/
- Original: https://arxiv.org/abs/2610.40926
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: CoFiBreak: A Coarse-to-Fine Diversity Reward for Effective Multi-Turn Jailbreak

arXiv:2610.40926v1 Announce Type: new 
Abstract: Automated red teaming trains an attacker large language model (LLM) to elicit harmful responses from a victim LLM, but reinforcement learning can collapse attackers...

Coverage:
- arXiv cs.CL (2026-11-02): [CoFiBreak: A Coarse-to-Fine Diversity Reward for Effective Multi-Turn Jailbreak](https://arxiv.org/abs/2610.40926) -- lead source

### Circumventing the computational hardness of computational arbitrage

- Permalink: https://110010.art/r/d555ba9f21b948d4/
- Original: https://arxiv.org/abs/2610.40831
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Circumventing the Computational Hardness of Computational Arbitrage

arXiv:2610.40831v1 Announce Type: new 
Abstract: AI model marketplaces host providers with heterogeneous costs and capabilities. These differences create an opportunity for computational arbitrage (Olmedo et al.,...

Coverage:
- arXiv cs.AI (2026-11-02): [Circumventing the Computational Hardness of Computational Arbitrage](https://arxiv.org/abs/2610.40831) -- lead source

### CIRCE estimates LLM task complexity from constraint structure.

- Permalink: https://110010.art/r/485d7ae1cecd4a60/
- Original: https://arxiv.org/abs/2610.41089
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: CIRCE Divines LLM Task Complexity from Constraint Structure

arXiv:2610.41089v1 Announce Type: new 
Abstract: Estimating whether a problem is too complex for a large language model (LLM) before the model attempts it can guide model routing, how to allocate test-time compute,...

Coverage:
- arXiv cs.AI (2026-11-02): [CIRCE Divines LLM Task Complexity from Constraint Structure](https://arxiv.org/abs/2610.41089) -- lead source

### ChatGPT used for potential surveillance assistance; exploratory case study examines risks in ChatGPT’s public web interface

- Permalink: https://110010.art/r/348c117bd2984692/
- Original: https://arxiv.org/abs/2610.40890
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: ChatGPT as a Surveillance Assistant? An Exploratory Case Study of AI-Assisted Surveillance Risks
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

arXiv:2610.40890v1 Announce Type: new 
Abstract: Large language models (LLMs) can generate detailed guidance, functional code, and persuasive text at scale. As one of the most widely used consumer language model...

Coverage:
- arXiv cs.AI (2026-11-02): [ChatGPT as a Surveillance Assistant? An Exploratory Case Study of AI-Assisted Surveillance Risks](https://arxiv.org/abs/2610.40890) -- lead source

### CGAP: capability-grounded agentic planning determines required tools from a request and compiles tool catalog into a PDDL model

- Permalink: https://110010.art/r/a2e39b2a00694067/
- Original: https://arxiv.org/abs/2610.41040
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Capability-Grounded Agentic Planning

arXiv:2610.41040v1 Announce Type: new 
Abstract: LLM agents serve natural-language requests through tools, data sources, and other agents, and even simple requests often need several interdependent calls. Typically,...

Coverage:
- arXiv cs.AI (2026-11-02): [Capability-Grounded Agentic Planning](https://arxiv.org/abs/2610.41040) -- lead source

### Certified Anchor-Based Adaptation preserves protected behavior under continual adaptation with held-out anchors

- Permalink: https://110010.art/r/021652712ba641b6/
- Original: https://arxiv.org/abs/2610.40740
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Certified Behavioral Retention for Continual Adaptation with Held-Out Anchors

arXiv:2610.40740v1 Announce Type: new 
Abstract: Continual adaptation requires deciding not only how to update a model, but whether to commit an update without exceeding a declared budget for changes to protected...

Coverage:
- arXiv cs.LG (2026-11-02): [Certified Behavioral Retention for Continual Adaptation with Held-Out Anchors](https://arxiv.org/abs/2610.40740) -- lead source

### Can personal requirements become supervision for planning?

- Permalink: https://110010.art/r/c6affe494fcc4abb/
- Original: https://arxiv.org/abs/2610.40992
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Can Personal Requirements Become Supervision for Planning?

arXiv:2610.40992v1 Announce Type: new 
Abstract: Managing multiple chronic conditions through diet requires satisfying disease- and medication-specific requirements jointly across meals and days while preserving...

Coverage:
- arXiv cs.AI (2026-11-02): [Can Personal Requirements Become Supervision for Planning?](https://arxiv.org/abs/2610.40992) -- lead source

### CAMEL: Cross-Architecture Masked Embedding Learning for Ultra-Lightweight Retinal Foundation Models

- Permalink: https://110010.art/r/27e040dc5ffb4175/
- Original: https://arxiv.org/abs/2610.40954
- Source: arXiv cs.LG
- Published: 2026-11-02

arXiv:2610.40954v1 Announce Type: new 
Abstract: Recent progress in deep learning has substantially advanced automated grading of ophthalmologic pathologies, supported by large annotated datasets and improved...

Coverage:
- arXiv cs.LG (2026-11-02): [CAMEL: Cross-Architecture Masked Embedding Learning for Ultra-Lightweight Retinal Foundation Models](https://arxiv.org/abs/2610.40954) -- lead source

### Beyond response scoring: an AI-aware cognitive supervision framework for automated mathematical short answer grading

- Permalink: https://110010.art/r/a18a659ae63348ab/
- Original: https://arxiv.org/abs/2610.41215
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Beyond Response Scoring: An AI-aware Cognitive Supervision Framework for Automated Mathematical Short Answer Grading

arXiv:2610.41215v1 Announce Type: new 
Abstract: Transformer-based language models have achieved remarkable success in automated short answer grading (ASAG). However, current methods in ASAG struggle to comprehend,...

Coverage:
- arXiv cs.CL (2026-11-02): [Beyond Response Scoring: An AI-aware Cognitive Supervision Framework for Automated Mathematical Short Answer Grading](https://arxiv.org/abs/2610.41215) -- lead source

### Better Retrievers, Worse Labels: Incomplete relevance judgments distort abstention evaluation in conversational RAG

- Permalink: https://110010.art/r/439ac9b41cef45b9/
- Original: https://arxiv.org/abs/2610.40966
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Better Retrievers, Worse Labels: How Incomplete Relevance Judgments Distort Abstention Evaluation in Conversational RAG

arXiv:2610.40966v1 Announce Type: new 
Abstract: Conversational RAG benchmarks such as MTRAG and RETECO evaluate retrieval and generation end to end: each system answers from its own retrieval, so abstention must be...

Coverage:
- arXiv cs.CL (2026-11-02): [Better Retrievers, Worse Labels: How Incomplete Relevance Judgments Distort Abstention Evaluation in Conversational RAG](https://arxiv.org/abs/2610.40966) -- lead source

### Benchmarking forecasting agents on yesterday’s tomorrows

- Permalink: https://110010.art/r/124986e429124792/
- Original: https://arxiv.org/abs/2610.40940
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Benchmarking Forecasting Agents on Yesterday's Tomorrows

arXiv:2610.40940v1 Announce Type: new 
Abstract: Digital agents can now gather and organize information, reason over it, and use tools to complete complex tasks. Forecasting puts all of these abilities to the test:...

Coverage:
- arXiv cs.AI (2026-11-02): [Benchmarking Forecasting Agents on Yesterday's Tomorrows](https://arxiv.org/abs/2610.40940) -- lead source
- arXiv cs.AI (2026-11-04): [MemU-Bench: Benchmarking GUI Agents on Long-Horizon User Interactions](https://arxiv.org/abs/2611.00191)

### Bayesian distribution system state estimation with flow matching

- Permalink: https://110010.art/r/2399cf2d38ce4855/
- Original: https://arxiv.org/abs/2610.40728
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Bayesian Distribution System State Estimation with Flow Matching

arXiv:2610.40728v1 Announce Type: new 
Abstract: Medium-voltage feeders have few real-time measurements, so distribution system state estimation (DSSE) rests on pseudo-measurements of the secondary substations, a...

Coverage:
- arXiv cs.LG (2026-11-02): [Bayesian Distribution System State Estimation with Flow Matching](https://arxiv.org/abs/2610.40728) -- lead source

### BABA-Bench: a benchmark of 47 interactive worlds for evaluating long-horizon patient-advocacy agents

- Permalink: https://110010.art/r/af31b89c07d34cf3/
- Original: https://arxiv.org/abs/2610.41076
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: BABA-Bench: Evaluating Long-Horizon Patient-Advocacy Agents

arXiv:2610.41076v1 Announce Type: new 
Abstract: An LLM agent that helps a patient get care must do two things. It must reach the correct outcome, and it must follow the necessary procedure. For example, the agent...

Coverage:
- arXiv cs.AI (2026-11-02): [BABA-Bench: Evaluating Long-Horizon Patient-Advocacy Agents](https://arxiv.org/abs/2610.41076) -- lead source

### Automatic construction of strong simple baselines

- Permalink: https://110010.art/r/591711263a2140ba/
- Original: https://arxiv.org/abs/2610.40700
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: Automatic Construction of Strong Simple Baselines

arXiv:2610.40700v1 Announce Type: new 
Abstract: To rigorously establish the value of a novel deep learning method, it must be compared against appropriate baselines. As deep learning has become increasingly common...

Coverage:
- arXiv cs.LG (2026-11-02): [Automatic Construction of Strong Simple Baselines](https://arxiv.org/abs/2610.40700) -- lead source

### AutoHebb enables self-modifying neural networks that perform zero-shot inference and continual learning

- Permalink: https://110010.art/r/1e3a8d403a2b4649/
- Original: https://arxiv.org/abs/2610.40757
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: AutoHebb: Self-Modifying Neural Networks that Zero-Shot Infer and Continually Learn

arXiv:2610.40757v1 Announce Type: new 
Abstract: Humans and animals have a unique capacity to generalize and learn in novel circumstances, including "0-shot" inference (ZI) and continual learning (CL) -- two powerful...

Coverage:
- arXiv cs.LG (2026-11-02): [AutoHebb: Self-Modifying Neural Networks that Zero-Shot Infer and Continually Learn](https://arxiv.org/abs/2610.40757) -- lead source

### AI agents can find recent changes when asked but may fail to look for them or use relevant searches, according to arXiv:2610.41435.

- Permalink: https://110010.art/r/b338cb3c3f744fbc/
- Original: https://arxiv.org/abs/2610.41435
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: BlindToChange: AI Agents Can Find Changes When Asked But Do They Look When Needed?

arXiv:2610.41435v1 Announce Type: new 
Abstract: Given that AI agents can search the web broadly and deeply in real time, it is tempting to conclude that their outputs account for recent world events. We show that...

Coverage:
- arXiv cs.CL (2026-11-02): [BlindToChange: AI Agents Can Find Changes When Asked But Do They Look When Needed?](https://arxiv.org/abs/2610.41435) -- lead source

### Agentic world modeling for agent test-time scaling without environment replica

- Permalink: https://110010.art/r/c89afb1552f94a28/
- Original: https://arxiv.org/abs/2610.40927
- Source: arXiv cs.AI
- Published: 2026-11-02
- Original headline: Agentic World Modeling for Agent Test-time Scaling without Environment Replica

arXiv:2610.40927v1 Announce Type: new 
Abstract: Test-time scaling (TTS) improves large language model agents by sampling and selecting among multiple candidate trajectories, but common realizations assume that these...

Coverage:
- arXiv cs.AI (2026-11-02): [Agentic World Modeling for Agent Test-time Scaling without Environment Replica](https://arxiv.org/abs/2610.40927) -- lead source

### Adaptive personalization under preference epistemic uncertainty; arXiv paper analyzes adapting conversational AI to evolving human preferences rather than relying on passive memory retrieval

- Permalink: https://110010.art/r/802a84118dc34856/
- Original: https://arxiv.org/abs/2610.40930
- Source: arXiv cs.CL
- Published: 2026-11-02
- Original headline: Adaptive Personalization Under Preference Epistemic Uncertainty

arXiv:2610.40930v1 Announce Type: new 
Abstract: Human preferences change over time: an established preference may remain valid over time, become uncertain as context shifts, or be explicitly revised. Effective...

Coverage:
- arXiv cs.CL (2026-11-02): [Adaptive Personalization Under Preference Epistemic Uncertainty](https://arxiv.org/abs/2610.40930) -- lead source

### A theoretical framework for understanding and building any-task inference-capable foundation models

- Permalink: https://110010.art/r/e8bbd05e3fa44b3b/
- Original: https://arxiv.org/abs/2610.40934
- Source: arXiv cs.LG
- Published: 2026-11-02
- Original headline: A Theoretical Framework for Understanding and Building "Any-task inference" Capable Foundation Models

arXiv:2610.40934v1 Announce Type: new 
Abstract: In this work, we provide a formal framework and mathematical definition for the subset of foundation models focused on enabling the property of "any-task inference"...

Coverage:
- arXiv cs.LG (2026-11-02): [A Theoretical Framework for Understanding and Building "Any-task inference" Capable Foundation Models](https://arxiv.org/abs/2610.40934) -- lead source

### What Does an Ontology Catch? Curated, LLM-generated and data-derived ontologies as checkers of LLM agents over knowledge graphs

- Permalink: https://110010.art/r/9a74c41909c14631/
- Original: https://arxiv.org/abs/2610.37809
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: What Does an Ontology Catch? Curated, LLM-Generated and Data-Derived Ontologies as Checkers of LLM Agents over Knowledge Graphs

arXiv:2610.37809v1 Announce Type: new 
Abstract: LLM agents that answer questions over Web knowledge graphs are increasingly wrapped in checks derived from the graph's ontology, on the assumption that a formal schema...

Coverage:
- arXiv cs.AI (2026-10-31): [What Does an Ontology Catch? Curated, LLM-Generated and Data-Derived Ontologies as Checkers of LLM Agents over Knowledge Graphs](https://arxiv.org/abs/2610.37809) -- lead source

### What constitutes food similarity? Visual representations and retrieval in Indian cuisine

- Permalink: https://110010.art/r/861da5faf24146ff/
- Original: https://arxiv.org/abs/2610.37867
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: What Constitutes Food Similarity? Visual Representations and Retrieval in Indian Cuisine

arXiv:2610.37867v1 Announce Type: new 
Abstract: Food similarity underlies retrieval, recommendation, substitution, and other food computing tasks, yet food representations are typically evaluated by identity...

Coverage:
- arXiv cs.AI (2026-10-31): [What Constitutes Food Similarity? Visual Representations and Retrieval in Indian Cuisine](https://arxiv.org/abs/2610.37867) -- lead source

### WebAnything constructs scalable agent environments by reconstructing source websites with capture-and-replay for reproducible web-agent training

- Permalink: https://110010.art/r/c7d2e3851bb74335/
- Original: https://arxiv.org/abs/2610.37786
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: WebAnything: From the Wild Web to Scalable Agent Environments

arXiv:2610.37786v1 Announce Type: new 
Abstract: Web agents require diverse, executable, and resettable website environments for reproducible training and evaluation. Human-assisted mirrors demand per-site...

Coverage:
- arXiv cs.AI (2026-10-31): [WebAnything: From the Wild Web to Scalable Agent Environments](https://arxiv.org/abs/2610.37786) -- lead source

### VerifiedLab: Harnessing Knowns for Unknowns

- Permalink: https://110010.art/r/f501d8f5e49c4b20/
- Original: https://arxiv.org/abs/2610.37923
- Source: arXiv cs.AI
- Published: 2026-10-31

arXiv:2610.37923v1 Announce Type: new 
Abstract: Across human history, knowledge has undergone several transitions, from orality to writing and then to digital archives. At each transition, humans established new...

Coverage:
- arXiv cs.AI (2026-10-31): [VerifiedLab: Harnessing Knowns for Unknowns](https://arxiv.org/abs/2610.37923) -- lead source

### Verification Learning Theory links perceived assistant reliability to evidence checking and retention of independent rule use in AI-assisted judgment.

- Permalink: https://110010.art/r/906406dc04bf4284/
- Original: https://arxiv.org/abs/2610.37875
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Verification Learning Theory: A Process Model of Checking and Retention in AI-Assisted Judgment

arXiv:2610.37875v1 Announce Type: new 
Abstract: Accurate AI assistance can improve immediate judgments while reducing opportunities to practise the operations needed for independent performance. Verification...

Coverage:
- arXiv cs.AI (2026-10-31): [Verification Learning Theory: A Process Model of Checking and Retention in AI-Assisted Judgment](https://arxiv.org/abs/2610.37875) -- lead source

### ThinkJev: One Thought, Every Budget for Calibrated Typed Decisions

- Permalink: https://110010.art/r/b02b9ef725ba481c/
- Original: https://arxiv.org/abs/2610.37732
- Source: arXiv cs.AI
- Published: 2026-10-31

arXiv:2610.37732v1 Announce Type: new 
Abstract: Many uses of language models end in a typed decision: a choice among a closed set of options, whose probabilities code can act on. Reading those probabilities from one...

Coverage:
- arXiv cs.AI (2026-10-31): [ThinkJev: One Thought, Every Budget for Calibrated Typed Decisions](https://arxiv.org/abs/2610.37732) -- lead source

### SkillMem: Compact external skill memory for latent multi-agent reasoning

- Permalink: https://110010.art/r/d1677c1efd4e4cee/
- Original: https://arxiv.org/abs/2610.37935
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: SkillMem: Compact External Skill Memory for Latent Multi-Agent Reasoning

arXiv:2610.37935v1 Announce Type: new 
Abstract: Latent multi-agent systems reduce inference cost by keeping intermediate reasoning and inter-agent communication in continuous representations.\ Reusable skills,...

Coverage:
- arXiv cs.AI (2026-10-31): [SkillMem: Compact External Skill Memory for Latent Multi-Agent Reasoning](https://arxiv.org/abs/2610.37935) -- lead source

### Seq@K: evaluating language models under sequential feedback

- Permalink: https://110010.art/r/c9c18041a9864fcc/
- Original: https://arxiv.org/abs/2610.37859
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Seq@K: Evaluating Language Models Under Sequential Feedback

arXiv:2610.37859v1 Announce Type: new 
Abstract: Language-model agents differ fundamentally from prior intelligent systems in their ability to learn from natural language in context. This capability enables agents to...

Coverage:
- arXiv cs.AI (2026-10-31): [Seq@K: Evaluating Language Models Under Sequential Feedback](https://arxiv.org/abs/2610.37859) -- lead source

### SciGame: Let agents play the scientific discovery games in the real and counterfactual world

- Permalink: https://110010.art/r/250c591cf06641e8/
- Original: https://arxiv.org/abs/2610.37919
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: SciGame: Let Agents Play the Scientific Discovery Games in the Real and Counterfactual World

arXiv:2610.37919v1 Announce Type: new 
Abstract: Large language model agents are increasingly used for scientific discovery. However, existing benchmarks mix law inference with programming, score data fitting instead...

Coverage:
- arXiv cs.AI (2026-10-31): [SciGame: Let Agents Play the Scientific Discovery Games in the Real and Counterfactual World](https://arxiv.org/abs/2610.37919) -- lead source

### PromptSense: sentiment-aware mental health chatbot with dynamic prompting

- Permalink: https://110010.art/r/c8c65835b85d4a51/
- Original: https://arxiv.org/abs/2610.38044
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: PromptSense: Sentiment-Aware Mental Health Chatbot with Dynamic Prompting

arXiv:2610.38044v1 Announce Type: new 
Abstract: Current Large Language Models (LLMs)-based mental health chatbots often lack sufficient empathy, contextual awareness, and safety mechanisms, potentially leading to...

Coverage:
- arXiv cs.AI (2026-10-31): [PromptSense: Sentiment-Aware Mental Health Chatbot with Dynamic Prompting](https://arxiv.org/abs/2610.38044) -- lead source

### Pluralistic offensiveness modeling uses socio-demographic information to capture variation in judgments; the study analyzes when and how this improves predictions

- Permalink: https://110010.art/r/d0b02ce068ad4917/
- Original: https://arxiv.org/abs/2610.37896
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: The Anatomy of Socio-Demographics in Pluralistic Offensiveness Modeling: When and Where It Helps, and the Role of Reasoning

arXiv:2610.37896v1 Announce Type: new 
Abstract: Subjective judgments such as offensiveness often vary substantially across individuals, motivating pluralistic modeling approaches that incorporate annotators'...

Coverage:
- arXiv cs.AI (2026-10-31): [The Anatomy of Socio-Demographics in Pluralistic Offensiveness Modeling: When and Where It Helps, and the Role of Reasoning](https://arxiv.org/abs/2610.37896) -- lead source

### OpenFrontiers combines a structured corpus of open research problems with a retrospective benchmark of recently resolved problems in mathematics

- Permalink: https://110010.art/r/eb206cd8886f45ff/
- Original: https://arxiv.org/abs/2610.37739
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific Rediscovery

arXiv:2610.37739v1 Announce Type: new 
Abstract: Large language models (LLMs) have shown increasing promise in research-level problem solving, yet a comprehensive collection of such problems is still missing, and...

Coverage:
- arXiv cs.AI (2026-10-31): [OpenFrontiers: A Collection of Open Research Problems and a Benchmark for Scientific Rediscovery](https://arxiv.org/abs/2610.37739) -- lead source

### Measuring where intent gets lost in agentic smart contract synthesis

- Permalink: https://110010.art/r/a13a83d738324316/
- Original: https://arxiv.org/abs/2610.37830
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Measuring Where Intent Gets Lost in Agentic Smart Contract Synthesis

arXiv:2610.37830v1 Announce Type: new 
Abstract: AI agents can now write software from a plain-English description, but code that runs is not the same as code that does what was asked. This gap matters most for smart...

Coverage:
- arXiv cs.AI (2026-10-31): [Measuring Where Intent Gets Lost in Agentic Smart Contract Synthesis](https://arxiv.org/abs/2610.37830) -- lead source

### LRMoE: memory-aware MoE training reduces backward demand and balances retained workload on memory-constrained nodes

- Permalink: https://110010.art/r/4a57a354f8f94195/
- Original: https://arxiv.org/abs/2610.37720
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: LRMoE: Demand-Side Load Re-Calibration for Efficient MoE Training on Memory-Constrained Nodes

arXiv:2610.37720v1 Announce Type: new 
Abstract: Sparse Mixture-of-Experts (MoE) models offer scalable capacity for Web applications, but uneven routing creates computation and communication bottlenecks. Existing...

Coverage:
- arXiv cs.AI (2026-10-31): [LRMoE: Demand-Side Load Re-Calibration for Efficient MoE Training on Memory-Constrained Nodes](https://arxiv.org/abs/2610.37720) -- lead source

### GAUSS: a workload-aware analytical and Monte-Carlo simulator for LLM inference serving

- Permalink: https://110010.art/r/f24dbd853c99423a/
- Original: https://arxiv.org/abs/2610.37989
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: GAUSS: A Workload-Aware Analytical and Monte-Carlo Simulator for LLM Inference Serving

arXiv:2610.37989v1 Announce Type: new 
Abstract: Large language model (LLM) inference has become an operational workload that fleets must provision, monitor, and bill against latency service-level objectives (SLOs)....

Coverage:
- arXiv cs.AI (2026-10-31): [GAUSS: A Workload-Aware Analytical and Monte-Carlo Simulator for LLM Inference Serving](https://arxiv.org/abs/2610.37989) -- lead source

### Frequency-selective spiking reservoirs with resonant neurons beyond low-pass dynamics

- Permalink: https://110010.art/r/9aa043e61deb48a9/
- Original: https://arxiv.org/abs/2610.37906
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

arXiv:2610.37906v1 Announce Type: new 
Abstract: Spiking reservoir computing combines the training efficiency of fixed recurrent reservoirs with the energy efficiency of event-driven inference, where computation is...

Coverage:
- arXiv cs.AI (2026-10-31): [Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons](https://arxiv.org/abs/2610.37906) -- lead source

### FilingLoop evaluates and evolves LLM agents for corporate disclosure review and revision

- Permalink: https://110010.art/r/2aff8ab1fbb04374/
- Original: https://arxiv.org/abs/2610.37905
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: FilingLoop: Evaluating and Evolving LLM Agents for Corporate Disclosure Review and Revision

arXiv:2610.37905v1 Announce Type: new 
Abstract: Public disclosure repositories such as SEC EDGAR support informed investment through web access to corporate filings. Supporting their review with language model...

Coverage:
- arXiv cs.AI (2026-10-31): [FilingLoop: Evaluating and Evolving LLM Agents for Corporate Disclosure Review and Revision](https://arxiv.org/abs/2610.37905) -- lead source

### Evaluating causal reasoning in LLMs: a case study on the challenges of procedural generation

- Permalink: https://110010.art/r/0184dce0ad16405e/
- Original: https://arxiv.org/abs/2610.38100
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Evaluating Causal Reasoning in LLMs: A Case Study in the Challenges of Procedural Generation

arXiv:2610.38100v1 Announce Type: new 
Abstract: Large language models (LLMs) appear to represent and reason about a large range of phenomena. In particular, recent studies have examined whether LLMs can accurately...

Coverage:
- arXiv cs.AI (2026-10-31): [Evaluating Causal Reasoning in LLMs: A Case Study in the Challenges of Procedural Generation](https://arxiv.org/abs/2610.38100) -- lead source

### Evaluating and improving AI agents for reconstructing sequencing-library structures and molecular workflows using LibStructBench

- Permalink: https://110010.art/r/d9cbb1cea6c448fd/
- Original: https://arxiv.org/abs/2610.37851
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Evaluating and improving AI agents for sequencing protocol understanding

arXiv:2610.37851v1 Announce Type: new 
Abstract: Existing scientific-agent benchmarks rarely evaluate whether agents can reconstruct the exact molecular structures and generation workflows specified by sequencing...

Coverage:
- arXiv cs.AI (2026-10-31): [Evaluating and improving AI agents for sequencing protocol understanding](https://arxiv.org/abs/2610.37851) -- lead source

### Detecting covert collusion between AI agents via Partner–Outsider Positive Listening (PoPLi)

- Permalink: https://110010.art/r/9f015ff11d15454b/
- Original: https://arxiv.org/abs/2610.37849
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Detecting Covert Collusion between AI Agents through Partner-Outsider Positive Listening

arXiv:2610.37849v1 Announce Type: new 
Abstract: AI agents that share a secret convention can coordinate through messages that look innocent, so a monitor that reads only the messages can miss them. We propose a...

Coverage:
- arXiv cs.AI (2026-10-31): [Detecting Covert Collusion between AI Agents through Partner-Outsider Positive Listening](https://arxiv.org/abs/2610.37849) -- lead source

### Assessing language models for scientific applications: inertial confinement fusion as a test case

- Permalink: https://110010.art/r/8fe21f4a59f649c4/
- Original: https://arxiv.org/abs/2610.38024
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Assessing Language Models for Scientific Applications: Inertial Confinement Fusion as a Use Case

arXiv:2610.38024v1 Announce Type: new 
Abstract: Advancing language models for specialized scientific applications requires evaluations of scientific fluency, physical reasoning, and quantitative analyses. Using...

Coverage:
- arXiv cs.AI (2026-10-31): [Assessing Language Models for Scientific Applications: Inertial Confinement Fusion as a Use Case](https://arxiv.org/abs/2610.38024) -- lead source

### Amortized localized posterior inference for model calibration with application to an ocean turbulence closure

- Permalink: https://110010.art/r/2b979dafd4164e67/
- Original: https://arxiv.org/abs/2610.37731
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Amortized Localized Posterior Inference for Model Calibration with Application to an Ocean Turbulence Closure

arXiv:2610.37731v1 Announce Type: new 
Abstract: Model discrepancy may prevent a single calibration parameter from reproducing a physical response across the context domain. In addition, uncertainties in observations...

Coverage:
- arXiv cs.AI (2026-10-31): [Amortized Localized Posterior Inference for Model Calibration with Application to an Ocean Turbulence Closure](https://arxiv.org/abs/2610.37731) -- lead source

### Algorithmic bias in healthcare information systems from the perspectives of healthcare professionals

- Permalink: https://110010.art/r/e89d03fb441f4d2b/
- Original: https://arxiv.org/abs/2610.38006
- Source: arXiv cs.AI
- Published: 2026-10-31
- Original headline: Algorithmic Bias from the Perspectives of Healthcare Professionals

arXiv:2610.38006v1 Announce Type: new 
Abstract: This paper focuses on algorithmic bias of machine learning and artificial intelligence applications in healthcare information systems. Based on the quantitative data...

Coverage:
- arXiv cs.AI (2026-10-31): [Algorithmic Bias from the Perspectives of Healthcare Professionals](https://arxiv.org/abs/2610.38006) -- lead source

### MIT affiliates named 2026 Schmidt Sciences AI2050 Fellows

- Permalink: https://110010.art/r/a19f8c4865ec4eb5/
- Original: https://news.mit.edu/2026/mit-affiliates-named-schmidt-sciences-ai2050-fellows-1030
- Source: MIT News (AI)
- Published: 2026-10-30

Top row, left to right: Sendhil Mullainathan, Alex Damian, and Bailey Flanigan. Bottom row: Yunha Hwang (left) and Manish Raghavan.

Coverage:
- MIT News (AI) (2026-10-30): [MIT affiliates named 2026 Schmidt Sciences AI2050 Fellows](https://news.mit.edu/2026/mit-affiliates-named-schmidt-sciences-ai2050-fellows-1030) -- lead source

### MIT researchers build the LLM Election Observatory, a dashboard that examines in real time how popular AI chatbots are responding to questions about the 2026 midterm elections

- Permalink: https://110010.art/r/4ba8a00cc5204367/
- Original: https://news.mit.edu/2026/qa-hey-ai-who-should-i-vote-for-this-year-1030
- Source: MIT News (AI)
- Published: 2026-10-30
- Original headline: Q&A: Hey AI, who should I vote for this year?

The LLM Election Observatory is a dashboard built by MIT researchers that examines, in real-time, how popular AI chatbots are responding to questions about the 2026 midterm elections.

Coverage:
- MIT News (AI) (2026-10-30): [Q&A: Hey AI, who should I vote for this year?](https://news.mit.edu/2026/qa-hey-ai-who-should-i-vote-for-this-year-1030) -- lead source

### From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

- Permalink: https://110010.art/r/924483645a6647a6/
- Original: https://www.microsoft.com/en-us/research/blog/from-synthetic-enterprise-data-evaluations-to-real-microsoft-copilot-ai-confidence/
- Source: Microsoft Research
- Published: 2026-10-30
- Tags: [Microsoft Copilot](https://110010.art/tags/microsoft-copilot/)

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation...

Coverage:
- Microsoft Research (2026-10-30): [From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence](https://www.microsoft.com/en-us/research/blog/from-synthetic-enterprise-data-evaluations-to-real-microsoft-copilot-ai-confidence/) -- lead source

### What a weight update buys: leverage across training stages

- Permalink: https://110010.art/r/778960e357f9460f/
- Original: https://arxiv.org/abs/2610.37719
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: What a Weight Update Buys: Leverage Across Training Stages

arXiv:2610.37719v1 Announce Type: new 
Abstract: Post-training moves a language model's weights by about a thousandth of their norm and changes its behavior sharply; pretraining moves them by a third and buys a slow...

Coverage:
- arXiv cs.LG (2026-10-30): [What a Weight Update Buys: Leverage Across Training Stages](https://arxiv.org/abs/2610.37719) -- lead source

### The FlightFinder Occurrence Corpus harmonizes 279,485 occurrences from 128 source codes into a deduplicated cross-national aviation accident dataset.

- Permalink: https://110010.art/r/2797388a71454dde/
- Original: https://arxiv.org/abs/2610.37671
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: The FlightFinder Occurrence Corpus: harmonising 128 aviation-safety source codes into one deduplicated cross-national accident dataset

arXiv:2610.37671v1 Announce Type: new 
Abstract: National aviation-investigation databases are deep but territorial; global compilations such as the Aviation Safety Network and the Bureau of Aircraft Accidents...

Coverage:
- arXiv cs.CL (2026-10-30): [The FlightFinder Occurrence Corpus: harmonising 128 aviation-safety source codes into one deduplicated cross-national accident dataset](https://arxiv.org/abs/2610.37671) -- lead source

### TERRA: Task-Oriented Edge Representation and Regional Aggregation enables identity-free region tagging for regional fire detection in distributed edge-AI systems.

- Permalink: https://110010.art/r/485b1fd271b74a4e/
- Original: https://arxiv.org/abs/2610.37909
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: TERRA: Task-Oriented Edge AI for Regional Fire Detection with Identity-Free Reporting

arXiv:2610.37909v1 Announce Type: new 
Abstract: Distributed fire-monitoring systems may involve many sensing devices reporting over a shared uplink, even though the operational objective is often to identify regions...

Coverage:
- arXiv cs.LG (2026-10-30): [TERRA: Task-Oriented Edge AI for Regional Fire Detection with Identity-Free Reporting](https://arxiv.org/abs/2610.37909) -- lead source

### Structure-aware compression for graph contrastive learning (SAC-GCL) released on arXiv

- Permalink: https://110010.art/r/69b8f19c72344d58/
- Original: https://arxiv.org/abs/2610.37898
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: SAC-GCL: Structure-Aware Compression for Graph Contrastive Learning

arXiv:2610.37898v1 Announce Type: new 
Abstract: Graph Contrastive Learning (GCL) has achieved remarkable success in self-supervised representation learning by maximizing agreement between augmented views of a graph....

Coverage:
- arXiv cs.LG (2026-10-30): [SAC-GCL: Structure-Aware Compression for Graph Contrastive Learning](https://arxiv.org/abs/2610.37898) -- lead source

### Spokes, not a Ring: Re-evaluating the Weekday Manifold in language models

- Permalink: https://110010.art/r/ef90dcbbcaf6498d/
- Original: https://arxiv.org/abs/2610.37796
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Spokes, not a Ring: Revisiting the Weekday Manifold in Language Models

arXiv:2610.37796v1 Announce Type: new 
Abstract: Recent work has hypothesised that large language models may represent some concepts as multi-dimensional manifolds instead of single directions. Using these manifolds...

Coverage:
- arXiv cs.LG (2026-10-30): [Spokes, not a Ring: Revisiting the Weekday Manifold in Language Models](https://arxiv.org/abs/2610.37796) -- lead source

### Sometimes less is more: Investigating inductive biases of MLPs and Transformers on noisy k-parity features

- Permalink: https://110010.art/r/a180908a19d648ac/
- Original: https://arxiv.org/abs/2610.37976
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37976v1 Announce Type: new 
Abstract: We empirically investigate how MLPs and Transformers differ when trained on data sets containing one or more features encoded by noisy k-parity. Noisy k-parity gives...

Coverage:
- arXiv cs.LG (2026-10-30): [Sometimes less is more: Investigating inductive biases of MLPs and Transformers on noisy k-parity features](https://arxiv.org/abs/2610.37976) -- lead source

### Separability Is Not Alignability: Representations for Spectrum-to-Molecule Retrieval

- Permalink: https://110010.art/r/ec3a1bb5160f4874/
- Original: https://arxiv.org/abs/2610.37979
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37979v1 Announce Type: new 
Abstract: Identifying a small molecule from its tandem mass spectrum is limited by paired data. Foundation models offer a way around this scarcity: pretrain a spectrum encoder...

Coverage:
- arXiv cs.LG (2026-10-30): [Separability Is Not Alignability: Representations for Spectrum-to-Molecule Retrieval](https://arxiv.org/abs/2610.37979) -- lead source

### Self-supervised latent action-conditioned world modeling for time series

- Permalink: https://110010.art/r/3f5f436e28df4d0e/
- Original: https://arxiv.org/abs/2610.37963
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Self-Supervised Latent Action-Conditioned World Modeling for Time Series

arXiv:2610.37963v1 Announce Type: new 
Abstract: Time-series data play an important role in various tasks, such as weather forecasting, web traffic analysis, and speech recognition. Recently, pioneering studies have...

Coverage:
- arXiv cs.LG (2026-10-30): [Self-Supervised Latent Action-Conditioned World Modeling for Time Series](https://arxiv.org/abs/2610.37963) -- lead source

### SAG-Sep: Sparse Augmented Graphs and Onion-Guided Search for rounded capacity cut separation

- Permalink: https://110010.art/r/449623ddc10e4302/
- Original: https://arxiv.org/abs/2610.37952
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: SAG-Sep: Sparse Augmented Graphs and Onion-Guided Search for Rounded Capacity Cut Separation

arXiv:2610.37952v1 Announce Type: new 
Abstract: Rounded capacity cuts (RCCs) are among the most effective cuts for capacitated vehicle-routing relaxations, but exact separation is computationally prohibitive at...

Coverage:
- arXiv cs.LG (2026-10-30): [SAG-Sep: Sparse Augmented Graphs and Onion-Guided Search for Rounded Capacity Cut Separation](https://arxiv.org/abs/2610.37952) -- lead source

### Responsible quantum machine learning for medical imaging: a fairness audit across sensitive subgroups

- Permalink: https://110010.art/r/9152c992c13f470b/
- Original: https://arxiv.org/abs/2610.37819
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Responsible Quantum Machine Learning for Medical Imaging: A Fairness Audit Across Sensitive Subgroups

arXiv:2610.37819v1 Announce Type: new 
Abstract: Quantum machine learning (QML) is increasingly explored for medical classification, yet its behaviour under subgroup-aware fairness criteria remains understudied. We...

Coverage:
- arXiv cs.LG (2026-10-30): [Responsible Quantum Machine Learning for Medical Imaging: A Fairness Audit Across Sensitive Subgroups](https://arxiv.org/abs/2610.37819) -- lead source

### Rank-aware differentially private release of listwise preferences for LLM alignment

- Permalink: https://110010.art/r/ac2934d81f54409e/
- Original: https://arxiv.org/abs/2610.37682
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment

arXiv:2610.37682v1 Announce Type: new 
Abstract: Listwise preference feedback offers richer supervision for large language model (LLMs) alignment than pairwise comparisons, but a full ranking also reveals more...

Coverage:
- arXiv cs.CL (2026-10-30): [Rank-Aware Differentially Private Release of Listwise Preferences for LLM Alignment](https://arxiv.org/abs/2610.37682) -- lead source

### QMUL_AK adapts Arabic-English ALLaM-7B-Instruct to function calling with LoRA and schema-aware prompting for AISA-ArabicFC 2026.

- Permalink: https://110010.art/r/18d3cd2ef2d749f1/
- Original: https://arxiv.org/abs/2610.37995
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: QMUL_AK at AISA-ArabicFC: Schema-Constrained Function Calling with ALLaM

arXiv:2610.37995v1 Announce Type: new 
Abstract: We describe the QMUL_AK submission to AISA-ArabicFC 2026. The system adapts the Arabic-English ALLaM-7B-Instruct model to function calling with low-rank adaptation...

Coverage:
- arXiv cs.CL (2026-10-30): [QMUL_AK at AISA-ArabicFC: Schema-Constrained Function Calling with ALLaM](https://arxiv.org/abs/2610.37995) -- lead source

### Prompt-agnostic language models trained via instruction tuning with mixed paraphrases improve robustness to prompt formulation

- Permalink: https://110010.art/r/c1f0f6af8f8845e7/
- Original: https://arxiv.org/abs/2610.37683
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Prompt-agnostic Language Models

arXiv:2610.37683v1 Announce Type: new 
Abstract: Despite their strong performance, large language models remain highly sensitive to prompt formulation. This issue is typically addressed at inference-time through...

Coverage:
- arXiv cs.CL (2026-10-30): [Prompt-agnostic Language Models](https://arxiv.org/abs/2610.37683) -- lead source

### Prompt lottery in LLM-as-a-judge: measuring and mitigating sensitivity to syntactic rephrasing

- Permalink: https://110010.art/r/3a908307c4bd44c3/
- Original: https://arxiv.org/abs/2610.38076
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Prompt Lottery in LLM-as-a-Judge: Measuring and Mitigating Sensitivity to Syntactic Rephrasing

arXiv:2610.38076v1 Announce Type: new 
Abstract: LLM-as-a-Judge has become a standard for evaluating large language models, yet most approaches implicitly assume that a single judge prompt functions as a stable...

Coverage:
- arXiv cs.CL (2026-10-30): [Prompt Lottery in LLM-as-a-Judge: Measuring and Mitigating Sensitivity to Syntactic Rephrasing](https://arxiv.org/abs/2610.38076) -- lead source

### Predicate Neuron: differentiable quantization of predicate relations in gradient-based learning

- Permalink: https://110010.art/r/3e7ec8599edf491f/
- Original: https://arxiv.org/abs/2610.37727
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Predicate Neuron: Differentiable Quantization of Predicate Relations in Gradient-based Learning

arXiv:2610.37727v1 Announce Type: new 
Abstract: In machine learning, symbolic reasoning approaches often rely on static architectures that hinder integration into deep neural networks and gradient-based...

Coverage:
- arXiv cs.LG (2026-10-30): [Predicate Neuron: Differentiable Quantization of Predicate Relations in Gradient-based Learning](https://arxiv.org/abs/2610.37727) -- lead source

### Partner selection for selective span tagging: a second model improves ranking by deferring riskiest outputs to a human, with the best partner being right where the primary is wrong

- Permalink: https://110010.art/r/83b2d6fa285e4573/
- Original: https://arxiv.org/abs/2610.37678
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: The Best Second Opinion Is Right Where the Primary Is Wrong: Partner Selection for Selective Span Tagging

arXiv:2610.37678v1 Announce Type: new 
Abstract: A span tagger that ranks its outputs by risk can defer the riskiest ones to a person, and a second model can sharpen this ranking. Which second model should it be?...

Coverage:
- arXiv cs.CL (2026-10-30): [The Best Second Opinion Is Right Where the Primary Is Wrong: Partner Selection for Selective Span Tagging](https://arxiv.org/abs/2610.37678) -- lead source

### One confidence threshold yields unequal language coverage in typed decision interfaces; translating inputs reduces gaps

- Permalink: https://110010.art/r/78148fca5973435b/
- Original: https://arxiv.org/abs/2610.37688
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: One Confidence Threshold, Unequal Coverage: Language Gaps in Typed Decision Interfaces and How Translating Inputs Reduces Them

arXiv:2610.37688v1 Announce Type: new 
Abstract: Deployed classifiers often act on a prediction only when its confidence clears a threshold and pass the rest to a person. We ask whether one threshold serves all...

Coverage:
- arXiv cs.CL (2026-10-30): [One Confidence Threshold, Unequal Coverage: Language Gaps in Typed Decision Interfaces and How Translating Inputs Reduces Them](https://arxiv.org/abs/2610.37688) -- lead source

### Neural PDE discovery: median threshold and error bounds influence support selection and diffusion recovery in exact two-signal retention and vector perturbation analyses.

- Permalink: https://110010.art/r/d0b9bd3f807f4543/
- Original: https://arxiv.org/abs/2610.37726
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Threshold Compatibility and Support-Selection Diagnostics in Neural Discovery of Partial Differential Equations

arXiv:2610.37726v1 Announce Type: new 
Abstract: Accurate regression need not yield the correct equation after support selection. For a median/sample-standard-deviation threshold in neural PDE discovery, we derive an...

Coverage:
- arXiv cs.LG (2026-10-30): [Threshold Compatibility and Support-Selection Diagnostics in Neural Discovery of Partial Differential Equations](https://arxiv.org/abs/2610.37726) -- lead source

### Nemotron 3.5 Super and Nemotron 3.5 Lightning are open, efficient Mixture-of-Experts Hybrid Mamba-Transformer models for reasoning and agentic workloads.

- Permalink: https://110010.art/r/1fc0b4bb410b4902/
- Original: https://arxiv.org/abs/2610.38095
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Nemotron 3.5 Super and Lightning: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Models for Agentic AI
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

arXiv:2610.38095v1 Announce Type: new 
Abstract: We introduce Nemotron 3.5 Super and Nemotron 3.5 Lightning, open and efficient Mixture-of-Experts Hybrid Mamba-Transformer models designed for reasoning, long-context...

Coverage:
- arXiv cs.CL (2026-10-30): [Nemotron 3.5 Super and Lightning: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Models for Agentic AI](https://arxiv.org/abs/2610.38095) -- lead source

### Muon makes the first mixture-of-experts layer harder to balance

- Permalink: https://110010.art/r/a415055127c54601/
- Original: https://arxiv.org/abs/2610.37914
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Muon Makes the First Mixture-of-Experts Layer Harder to Balance

arXiv:2610.37914v1 Announce Type: new 
Abstract: Many open mixture-of-experts (MoE) language models train with Muon instead of AdamW. Most balance the load with a bias on each expert's routing score, adjusted after...

Coverage:
- arXiv cs.LG (2026-10-30): [Muon Makes the First Mixture-of-Experts Layer Harder to Balance](https://arxiv.org/abs/2610.37914) -- lead source

### Multi-draft on-policy distillation for diffusion drafters

- Permalink: https://110010.art/r/cc0f384a62974fce/
- Original: https://arxiv.org/abs/2610.37778
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Multi-Draft On-Policy Distillation for Diffusion Drafters

arXiv:2610.37778v1 Announce Type: new 
Abstract: Speculative decoding is used to reduce the inference cost of language models. One-step diffusion drafters propose a block of multiple tokens in parallel, reducing the...

Coverage:
- arXiv cs.CL (2026-10-30): [Multi-Draft On-Policy Distillation for Diffusion Drafters](https://arxiv.org/abs/2610.37778) -- lead source

### Moment-Guided Optimizers for noisy deep learning: MGO-SC as a simple consistency gate for Adam-style updates

- Permalink: https://110010.art/r/5c54a8809d034b79/
- Original: https://arxiv.org/abs/2610.37712
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Moment-Guided Optimizers for Noisy Deep Learning: MGO-SC as a Simple Consistency Gate for Adam-Style Updates

arXiv:2610.37712v1 Announce Type: new 
Abstract: Adaptive optimizers are widely used in deep learning, yet their behavior can degrade under heavy stochasticity and label noise where the sign and magnitude of...

Coverage:
- arXiv cs.LG (2026-10-30): [Moment-Guided Optimizers for Noisy Deep Learning: MGO-SC as a Simple Consistency Gate for Adam-Style Updates](https://arxiv.org/abs/2610.37712) -- lead source

### Metis-1.6 advances with Praxis 2.94B and Logos 10.23B models using a double Mixture-of-Experts stack; trained from scratch by a single researcher

- Permalink: https://110010.art/r/3b07958499f241d7/
- Original: https://arxiv.org/abs/2610.37903
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Think Twice: The Metis-1.6 Technical Report

arXiv:2610.37903v1 Announce Type: new 
Abstract: Metis is a bet that better data, better training methods and new architectures can buy what a bigger parameter count cannot, at a fraction of the cost. Metis-1.6 is...

Coverage:
- arXiv cs.LG (2026-10-30): [Think Twice: The Metis-1.6 Technical Report](https://arxiv.org/abs/2610.37903) -- lead source

### Locating sycophancy across training stages in open language models

- Permalink: https://110010.art/r/0c915c84bb3148de/
- Original: https://arxiv.org/abs/2610.37788
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Locating Sycophancy Across Training Stages in Open Language Models

arXiv:2610.37788v1 Announce Type: new 
Abstract: Language model assistants sometimes change a correct answer when the user suggests a wrong one. The behavior, called sycophancy, is usually attributed to...

Coverage:
- arXiv cs.CL (2026-10-30): [Locating Sycophancy Across Training Stages in Open Language Models](https://arxiv.org/abs/2610.37788) -- lead source

### Learning Without Clocks: Partition-Invariant Neural Network

- Permalink: https://110010.art/r/12fbbd63f4df4bb8/
- Original: https://arxiv.org/abs/2610.37823
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37823v1 Announce Type: new 
Abstract: Event cameras, spiking cochleas and similar sensors emit asynchronous events, yet most learning systems first bin them into frames or packets, so the output depends on...

Coverage:
- arXiv cs.LG (2026-10-30): [Learning Without Clocks: Partition-Invariant Neural Network](https://arxiv.org/abs/2610.37823) -- lead source

### Learning lotteries with minimal stakeholder violations from membership queries

- Permalink: https://110010.art/r/c6d436bebc3e4e1f/
- Original: https://arxiv.org/abs/2610.37828
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Learning Lotteries with Minimal Stakeholder Violations from Membership Queries

arXiv:2610.37828v1 Announce Type: new 
Abstract: An AI developer often has several candidate versions of a system and can deploy a mixture of them, sending each request to a randomly chosen version, as in A/B...

Coverage:
- arXiv cs.LG (2026-10-30): [Learning Lotteries with Minimal Stakeholder Violations from Membership Queries](https://arxiv.org/abs/2610.37828) -- lead source

### Interpretable neural equation learning for high-dimensional materials data

- Permalink: https://110010.art/r/03a224a12a37477f/
- Original: https://arxiv.org/abs/2610.37880
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37880v1 Announce Type: new 
Abstract: Equation learning seeks to discover compact, interpretable equations from data using various machine-learning techniques. However, few workflows discover and interpret...

Coverage:
- arXiv cs.LG (2026-10-30): [Interpretable neural equation learning for high-dimensional materials data](https://arxiv.org/abs/2610.37880) -- lead source

### Improving data-constrained scaling with hyperparameter transfer and ensembling

- Permalink: https://110010.art/r/7f881a6369024643/
- Original: https://arxiv.org/abs/2610.37842
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Improving Data-Constrained Scaling with Hyperparameter Transfer and Ensembling

arXiv:2610.37842v1 Announce Type: new 
Abstract: As growing compute budgets outpace the growth of high-quality training data, large language models must be trained with both compute and data constraints in mind....

Coverage:
- arXiv cs.LG (2026-10-30): [Improving Data-Constrained Scaling with Hyperparameter Transfer and Ensembling](https://arxiv.org/abs/2610.37842) -- lead source

### Grounding long financial text with semantically enriched tables via multimodal learning

- Permalink: https://110010.art/r/39ebfa9183114141/
- Original: https://arxiv.org/abs/2610.37913
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Grounding Long Financial Text with Semantically-Enriched Tables via Multimodal Learning

arXiv:2610.37913v1 Announce Type: new 
Abstract: We propose a multimodal transformer framework for efficiently modeling long1 financial documents that combine structured tabular data with noisy, unstructured2 textual...

Coverage:
- arXiv cs.CL (2026-10-30): [Grounding Long Financial Text with Semantically-Enriched Tables via Multimodal Learning](https://arxiv.org/abs/2610.37913) -- lead source

### Generative modeling for fusion: a large-scale benchmark of stellarator fast-ion simulations

- Permalink: https://110010.art/r/d43f9cc581fe4462/
- Original: https://arxiv.org/abs/2610.37910
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37910v1 Announce Type: new 
Abstract: Stellarators offer a promising magnetic confinement approach for achieving controlled nuclear fusion. However, stellarator design remains challenging, as evaluating...

Coverage:
- arXiv cs.LG (2026-10-30): [Generative modeling for fusion: a large-scale benchmark of stellarator fast-ion simulations](https://arxiv.org/abs/2610.37910) -- lead source

### From geometry to behavior: instruction exposure unlocks latent rhetorical directions in LLMs

- Permalink: https://110010.art/r/a739892bca7d4c81/
- Original: https://arxiv.org/abs/2610.37685
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: From Geometry to Behavior: How Instruction Exposure Unlocks Latent Rhetorical Directions in LLMs

arXiv:2610.37685v1 Announce Type: new 
Abstract: Language models do not merely memorize facts; they absorb rhetorical strategies from pretraining data, including the human tendency to reason by analogy. We ask: is...

Coverage:
- arXiv cs.CL (2026-10-30): [From Geometry to Behavior: How Instruction Exposure Unlocks Latent Rhetorical Directions in LLMs](https://arxiv.org/abs/2610.37685) -- lead source

### Finite-step geometry of marginal-preserving velocity fields in generative flows

- Permalink: https://110010.art/r/80cae08ee65b490f/
- Original: https://arxiv.org/abs/2610.37936
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Finite-Step Geometry of Marginal-Preserving Velocity Fields in Generative Flows

arXiv:2610.37936v1 Announce Type: new 
Abstract: Generative flows can admit different velocity fields that induce the same continuous marginal evolution but behave differently after numerical discretization. We study...

Coverage:
- arXiv cs.LG (2026-10-30): [Finite-Step Geometry of Marginal-Preserving Velocity Fields in Generative Flows](https://arxiv.org/abs/2610.37936) -- lead source

### FAD-KV: Adaptive Dictionary KV Caching for Efficient Reasoning Decoding

- Permalink: https://110010.art/r/5afe5c06688e4ea0/
- Original: https://arxiv.org/abs/2610.37921
- Source: arXiv cs.CL
- Published: 2026-10-30

arXiv:2610.37921v1 Announce Type: new 
Abstract: Key-value (KV) caching is a core mechanism in large language models, where intermediate key and value representations are stored to accelerate autoregressive decoding....

Coverage:
- arXiv cs.CL (2026-10-30): [FAD-KV: Adaptive Dictionary KV Caching for Efficient Reasoning Decoding](https://arxiv.org/abs/2610.37921) -- lead source

### Exposure is not commitment: double-stratified evaluation of latent monitors for tool-using agents

- Permalink: https://110010.art/r/e1c4b991398446ef/
- Original: https://arxiv.org/abs/2610.37679
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Exposure Is Not Commitment: Double-Stratified Evaluation of Latent Monitors for Tool-Using Agents
- Tags: [Qwen](https://110010.art/tags/qwen/)

arXiv:2610.37679v1 Announce Type: new 
Abstract: Tool-using language agents are vulnerable to indirect prompt injection, and a growing literature probes model internals to catch unsafe actions before they execute,...

Coverage:
- arXiv cs.CL (2026-10-30): [Exposure Is Not Commitment: Double-Stratified Evaluation of Latent Monitors for Tool-Using Agents](https://arxiv.org/abs/2610.37679) -- lead source

### Depth through recurrence: towards ultra-efficient on-device ASR

- Permalink: https://110010.art/r/656757dec2674460/
- Original: https://arxiv.org/abs/2610.37833
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Depth through Recurrence: Towards Ultra-Efficient On-Device ASR

arXiv:2610.37833v1 Announce Type: new 
Abstract: Modern automatic speech recognition (ASR) systems have achieved remarkable accuracy by scaling model depth and capacity, but at the cost of increased memory, energy,...

Coverage:
- arXiv cs.LG (2026-10-30): [Depth through Recurrence: Towards Ultra-Efficient On-Device ASR](https://arxiv.org/abs/2610.37833) -- lead source

### DeFT-RAG: incrementally decomposing multi-hop questions into self-contained sub-questions with reusable answers

- Permalink: https://110010.art/r/1110d4a2583848bd/
- Original: https://arxiv.org/abs/2610.37826
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: DeFT-RAG: Incrementally Decomposing Multi-Hop Questions into Self-Contained Sub-Questions with Reusable Answers

arXiv:2610.37826v1 Announce Type: new 
Abstract: Retrieval-augmented generation (RAG) lets a large language model (LLM) answer questions by retrieving relevant passages from a large corpus. However, RAG struggles...

Coverage:
- arXiv cs.CL (2026-10-30): [DeFT-RAG: Incrementally Decomposing Multi-Hop Questions into Self-Contained Sub-Questions with Reusable Answers](https://arxiv.org/abs/2610.37826) -- lead source

### Context-aware selective transfer learning improves groundwater anomaly forecasting accuracy; evaluation shows varying performance across wells

- Permalink: https://110010.art/r/93d9916f9ac7457b/
- Original: https://arxiv.org/abs/2610.37733
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Selective Transfer Learning for Groundwater Level Anomaly Forecasting: Accuracy-Risk Trade-offs

arXiv:2610.37733v1 Announce Type: new 
Abstract: This work studies context-aware selective transfer learning for multi-well groundwater anomaly forecasting in the Netherlands. Source-domain pretraining can raise...

Coverage:
- arXiv cs.LG (2026-10-30): [Selective Transfer Learning for Groundwater Level Anomaly Forecasting: Accuracy-Risk Trade-offs](https://arxiv.org/abs/2610.37733) -- lead source

### Context-Aware Reasoning Framework (CARF) enables language models to assist with title and abstract screening for systematic reviews by learning from expert feedback and model-generated reasoning.

- Permalink: https://110010.art/r/5ca1142c84ab4826/
- Original: https://arxiv.org/abs/2610.38041
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: CARF: Context-Aware Reasoning Supervision for Scientific Evidence Screening

arXiv:2610.38041v1 Announce Type: new 
Abstract: Systematic reviews synthesize biomedical evidence to inform clinical and public-health decision-making, but require domain experts to manually screen thousands of...

Coverage:
- arXiv cs.CL (2026-10-30): [CARF: Context-Aware Reasoning Supervision for Scientific Evidence Screening](https://arxiv.org/abs/2610.38041) -- lead source

### Bouba Beats Kiki, and Other Regularities in the Subjective Preferences of LLMs

- Permalink: https://110010.art/r/5244ee3941af4fe8/
- Original: https://arxiv.org/abs/2610.37692
- Source: arXiv cs.CL
- Published: 2026-10-30

arXiv:2610.37692v1 Announce Type: new 
Abstract: Users engage with large language models on tasks that are purely objective ("When was Netflix founded?"), purely subjective ("What should I name my child?") or...

Coverage:
- arXiv cs.CL (2026-10-30): [Bouba Beats Kiki, and Other Regularities in the Subjective Preferences of LLMs](https://arxiv.org/abs/2610.37692) -- lead source

### Bi-Phase Training: learning efficiently from scratch

- Permalink: https://110010.art/r/1c570b2de40c4fb0/
- Original: https://arxiv.org/abs/2610.37934
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Bi-Phase Training: Learning Efficiently From Scratch

arXiv:2610.37934v1 Announce Type: new 
Abstract: Pre-training foundational models is computationally expensive as models scale. In this work, we introduce Bi-Phase Training (BPT), a parameter-efficient pre-training...

Coverage:
- arXiv cs.LG (2026-10-30): [Bi-Phase Training: Learning Efficiently From Scratch](https://arxiv.org/abs/2610.37934) -- lead source

### Beyond aggregate WER: in-domain adaptation, learner speech, code-switching, and speaker attribution in online Spanish learning classrooms

- Permalink: https://110010.art/r/881e17f178244757/
- Original: https://arxiv.org/abs/2610.38016
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Beyond Aggregate WER: In-domain Adaptation, Learner Speech, Code-Switching, and Speaker Attribution in Online Spanish Learning Classrooms

arXiv:2610.38016v1 Announce Type: new 
Abstract: Automatic speech recognition (ASR) increasingly supplies transcripts for educational NLP, but aggregate word error rate (WER) can conceal errors concentrated in...

Coverage:
- arXiv cs.CL (2026-10-30): [Beyond Aggregate WER: In-domain Adaptation, Learner Speech, Code-Switching, and Speaker Attribution in Online Spanish Learning Classrooms](https://arxiv.org/abs/2610.38016) -- lead source

### Automated interpretability scores can be computed without reading explanations; structural shortcuts found in evaluation data on SAE features

- Permalink: https://110010.art/r/7c37a3cfb8734c3d/
- Original: https://arxiv.org/abs/2610.37676
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Scoring Explanations Without Reading Them: Structural Shortcuts in Automated-Interpretability Evaluation Data

arXiv:2610.37676v1 Announce Type: new 
Abstract: Automated interpretability scores an explanation of a sparse-autoencoder (SAE) feature by asking a model to predict, token by token, where the feature fires on...

Coverage:
- arXiv cs.CL (2026-10-30): [Scoring Explanations Without Reading Them: Structural Shortcuts in Automated-Interpretability Evaluation Data](https://arxiv.org/abs/2610.37676) -- lead source

### Auditing SAE features in multiple-choice QA reveals causal influence beyond error prediction

- Permalink: https://110010.art/r/19acefba904b4e97/
- Original: https://arxiv.org/abs/2610.38067
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA
- Tags: [Gemma](https://110010.art/tags/gemma/)

arXiv:2610.38067v1 Announce Type: new 
Abstract: Sparse autoencoders (SAEs) can predict internal features associated with model errors, but association alone does not establish causal influence. We study this...

Coverage:
- arXiv cs.CL (2026-10-30): [From Error Prediction to Causal Influence: Auditing SAE Features in Multiple-Choice QA](https://arxiv.org/abs/2610.38067) -- lead source

### Artifact Distillation: training-free transfer from frontier to small language models

- Permalink: https://110010.art/r/7a4e86e2dbc74fd5/
- Original: https://arxiv.org/abs/2610.37680
- Source: arXiv cs.CL
- Published: 2026-10-30
- Original headline: Artifact Distillation: Training-Free Transfer from Frontier to Small Language Models

arXiv:2610.37680v1 Announce Type: new 
Abstract: Closing the gap between frontier and smaller language models is usually approached by distillation: fine-tuning the small model (student) on a frontier model's...

Coverage:
- arXiv cs.CL (2026-10-30): [Artifact Distillation: Training-Free Transfer from Frontier to Small Language Models](https://arxiv.org/abs/2610.37680) -- lead source

### Application of PDE emulators for a multi-material, multi-physics simulation problem

- Permalink: https://110010.art/r/d74ad52bcc5147a1/
- Original: https://arxiv.org/abs/2610.37972
- Source: arXiv cs.LG
- Published: 2026-10-30

arXiv:2610.37972v1 Announce Type: new 
Abstract: Machine learning (ML) architectures are being developed for fast emulation of numerical simulators to accelerate both scientific discovery and engineering design....

Coverage:
- arXiv cs.LG (2026-10-30): [Application of PDE emulators for a multi-material, multi-physics simulation problem](https://arxiv.org/abs/2610.37972) -- lead source

### Anisotropic trust region warping for prior-data fitted networks in Bayesian optimisation

- Permalink: https://110010.art/r/c70fa9d24e5545bf/
- Original: https://arxiv.org/abs/2610.37737
- Source: arXiv cs.LG
- Published: 2026-10-30
- Original headline: Anisotropic Trust Region Warping for Prior-Data Fitted Networks in Bayesian Optimisation
- Tags: [Meta](https://110010.art/tags/meta/)

arXiv:2610.37737v1 Announce Type: new 
Abstract: Prior-Data Fitted Networks (PFNs) replace the hyperparameter refitting of Gaussian Process (GP) surrogates in Bayesian optimisation with a single forward pass, at the...

Coverage:
- arXiv cs.LG (2026-10-30): [Anisotropic Trust Region Warping for Prior-Data Fitted Networks in Bayesian Optimisation](https://arxiv.org/abs/2610.37737) -- lead source

### Microsoft Research Focus – Edition #97: news and research across Microsoft on coding agents, AI at work, and extended-range weather forecasting

- Permalink: https://110010.art/r/609c22b2f70d4662/
- Original: https://www.microsoft.com/en-us/research/podcast/microsoft-research-focus-edition-97/
- Source: Microsoft Research
- Published: 2026-10-29
- Original headline: Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving...

Coverage:
- Microsoft Research (2026-10-29): [Microsoft Research Focus – Edition #97](https://www.microsoft.com/en-us/research/podcast/microsoft-research-focus-edition-97/) -- lead source

## Active discussion

### Lawyer used AI to draft a report but billed for full time; guidance on next steps

- Permalink: https://110010.art/d/04866a1d89534868/
- Original: https://news.ycombinator.com/item?id=50468434
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: A lawyer used AI to write a report, but billed full time. What should I do?

Coverage:
- Hacker News (AI) (2026-11-12): [A lawyer used AI to write a report, but billed full time. What should I do?](https://news.ycombinator.com/item?id=50468434) -- lead source

### Advanced AI models could infer brain activity

- Permalink: https://110010.art/d/7b6a90a25a384551/
- Original: https://english.elpais.com/science-tech/2026-11-09/karl-deisseroth-nobel-prize-in-physiology-or-medicine-advanced-ai-models-could-infer-the-activity-of-the-brain.html
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Advanced AI models could infer the activity of the brain

Coverage:
- Hacker News (AI) (2026-11-12): [Advanced AI models could infer the activity of the brain](https://news.ycombinator.com/item?id=50468070) -- lead source

### AI security issues are social engineering issues

- Permalink: https://110010.art/d/31339113b2244254/
- Original: https://www.oblomovka.com/wp/2026/11/11/ai-security-issues-are-social-engineering-issues/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: AI Security Issues Are Social Engineering Issues

Coverage:
- Hacker News (AI) (2026-11-12): [AI Security Issues Are Social Engineering Issues](https://news.ycombinator.com/item?id=50468058) -- lead source

### Smarter AI product design centers the user’s real needs

- Permalink: https://110010.art/d/f3779a50bb04446d/
- Original: https://spectrum.ieee.org/human-centered-ai-product-design
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Smarter AI Product Design Centers the User's Real Needs

Coverage:
- Hacker News (AI) (2026-11-12): [Smarter AI Product Design Centers the User's Real Needs](https://news.ycombinator.com/item?id=50467968) -- lead source

### Danucore AI infrastructure engineers

- Permalink: https://110010.art/d/11dd0ee54fcf47fa/
- Original: https://www.danucore.com/join-us/ai-infrastructure-engineer
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Danucore AI Infrastructure Engineers

Coverage:
- Hacker News (AI) (2026-11-12): [Danucore AI Infrastructure Engineers](https://news.ycombinator.com/item?id=50467937) -- lead source

### Show HN: AI red lines – write down what would make you act on AI

- Permalink: https://110010.art/d/27413e2842584401/
- Original: https://yourairedlines.com
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: AI Red Lines – write down what would make you act on AI

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: AI Red Lines – write down what would make you act on AI](https://news.ycombinator.com/item?id=50467880) -- lead source

### Don't build your own harness: lessons from building Paywalls AI Editor

- Permalink: https://110010.art/d/ae38244a1cd14e26/
- Original: https://www.revenuecat.com/blog/engineering/lessons-paywalls-ai-editor
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Don't build your own harness: lessons from building Paywalls AI Editor](https://news.ycombinator.com/item?id=50467731) -- lead source

### Writing with AI: Tales and tips

- Permalink: https://110010.art/d/9fe9f87ccfdf4bee/
- Original: https://www.juriopitz.com/2026/11/12/ai-assissted-writing-tales-and-tips.html
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Writing with AI – Tales and Tips

Coverage:
- Hacker News (AI) (2026-11-12): [Writing with AI – Tales and Tips](https://news.ycombinator.com/item?id=50467674) -- lead source

### Kazakhstan-linked hackers used an AI agent to spy on Central Asian governments

- Permalink: https://110010.art/d/ede754fbe3344f02/
- Original: https://therecord.media/kazakhstan-hackers-central-asia
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Kazakhstan-linked hackers used AI agent to spy on Central Asian governments

Coverage:
- Hacker News (AI) (2026-11-12): [Kazakhstan-linked hackers used AI agent to spy on Central Asian governments](https://news.ycombinator.com/item?id=50467657) -- lead source

### Datatomp: AI agents propose business definitions; a person approves

- Permalink: https://110010.art/d/9ba69b5c5ac64971/
- Original: https://datatomcp.com/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Datatomcp – AI agents propose business definitions, a person approves

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Datatomcp – AI agents propose business definitions, a person approves](https://news.ycombinator.com/item?id=50467571) -- lead source

### Claude Code's API billing depends on cache expiry frequency

- Permalink: https://110010.art/d/78bfaad2b91646b9/
- Original: https://news.ycombinator.com/item?id=50467233
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Claude Code's API billing depends on how often the cache expires
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-12): [Claude Code's API billing depends on how often the cache expires](https://news.ycombinator.com/item?id=50467233) -- lead source

### Show HN: Indie Signals tracks 24h/7d momentum of new AI repos and models

- Permalink: https://110010.art/d/78690ea2d1cb4318/
- Original: https://indiesignals.net/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Indie Signals – 24h/7d momentum of new AI repos and models

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Indie Signals – 24h/7d momentum of new AI repos and models](https://news.ycombinator.com/item?id=50466926) -- lead source

### Hugging Face Edge0/Edge0-145B-q3k uses PLE and n-gram table, according to user discussion

- Permalink: https://110010.art/d/def2edeebadc41e1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xuczw4/edge0edge0145bq3k_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Edge0/Edge0-145B-q3k · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Can somebody try this? Looks too good to be true. They use PLE / ngram table, as far as I understand.    submitted by    /u/AppealSame4367   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Edge0/Edge0-145B-q3k · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xuczw4/edge0edge0145bq3k_hugging_face/) -- lead source

### Conscientious Objector: when an AI says no [video]

- Permalink: https://110010.art/d/fb8c215725a148c9/
- Original: https://www.youtube.com/watch?v=338X8fYgAQA
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Conscientious Objector: When an AI Says No [video]

Coverage:
- Hacker News (AI) (2026-11-12): [Conscientious Objector: When an AI Says No [video]](https://news.ycombinator.com/item?id=50466894) -- lead source

### The country building AI is the least excited about it

- Permalink: https://110010.art/d/7efc3d4ee1e84a50/
- Original: https://keithbrown.com/ai-excitement-by-country
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: The Country Building AI Is the Least Excited About It

Coverage:
- Hacker News (AI) (2026-11-12): [The Country Building AI Is the Least Excited About It](https://news.ycombinator.com/item?id=50466878) -- lead source

### Vercel data shows AI models have a six-week half-life in production

- Permalink: https://110010.art/d/883cc6cf428f4a90/
- Original: https://epyhia.com/vercel-data-shows-ai-models-have-six-week-half-life-in-production
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Vercel Data Shows AI Models Have Six-Week Half-Life in Production

Coverage:
- Hacker News (AI) (2026-11-12): [Vercel Data Shows AI Models Have Six-Week Half-Life in Production](https://news.ycombinator.com/item?id=50466847) -- lead source

### Show HN: MudGym's WebAssembly browser playground for AI agents in MUD2

- Permalink: https://110010.art/d/645c4451736d4e7b/
- Original: https://mudgym.kingrolo.com
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: MudGym's WebAssembly browser playground for AI agents in MUD2](https://news.ycombinator.com/item?id=50466804) -- lead source

### Krafton (PUBG) releases Raon-1 nano under Apache 2.0 with E1.5B, 262K context, and 2.08GB GGUF; requires llama.cpp fork for now, with benchmark status on 8GB cards unknown.

- Permalink: https://110010.art/d/a9227c3f48fe4fce/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xucpzm/krafton_pubg_released_raon1_nano_under_apache_20/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Krafton (PUBG) released Raon-1 nano under Apache 2.0: E1.5B, 262K context, 2.08GB Q4 GGUF. It needs their llama.cpp fork for now. Anyone benchmarked it on 8GB cards?
- Tags: [Llama](https://110010.art/tags/llama/)

submitted by    /u/godzdpk   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Krafton (PUBG) released Raon-1 nano under Apache 2.0: E1.5B, 262K context, 2.08GB Q4 GGUF. It needs their llama.cpp fork for now. Anyone benchmarked it on 8GB cards?](https://www.reddit.com/r/LocalLLaMA/comments/1xucpzm/krafton_pubg_released_raon1_nano_under_apache_20/) -- lead source

### Show HN: Closed, Mechanical Mould Design AI Agent

- Permalink: https://110010.art/d/46b5c8e1fb59424e/
- Original: https://closed.sh
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Closed,Mechanical Mould Design AI Agent

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Closed,Mechanical Mould Design AI Agent](https://news.ycombinator.com/item?id=50466670) -- lead source

### Show HN: A free course from engineer to AI engineer, one Git tag per episode

- Permalink: https://110010.art/d/08a0e400be8b4aa0/
- Original: https://github.com/AiFirstDevelopment/engineer-to-ai-engineer
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: A free course from engineer to AI engineer, one Git tag per episode](https://news.ycombinator.com/item?id=50466649) -- lead source

### GeForce RTX 5090 with 96GB listed for sale in China, according to user submission

- Permalink: https://110010.art/d/7fd377550dab4752/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xucffq/alleged_geforce_rtx_5090_with_96gb_listed_for/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Alleged GeForce RTX 5090 with 96GB listed for sale in China

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Alleged GeForce RTX 5090 with 96GB listed for sale in China](https://www.reddit.com/r/LocalLLaMA/comments/1xucffq/alleged_geforce_rtx_5090_with_96gb_listed_for/) -- lead source

### Bringing agentic AI to COBOL and the mainframe with Rich Larin

- Permalink: https://110010.art/d/474c565d935d42ce/
- Original: https://redmonk.com/videos/rich-larin/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Bringing Agentic AI to COBOL and the Mainframe with Rich Larin

Coverage:
- Hacker News (AI) (2026-11-12): [Bringing Agentic AI to COBOL and the Mainframe with Rich Larin](https://news.ycombinator.com/item?id=50466586) -- lead source

### Show HN: Vibetime tracks what you ship when coding with AI agents

- Permalink: https://110010.art/d/d85f6369f98b4202/
- Original: https://github.com/iamnotstatic/vibetime
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Vibetime – see what you ship when coding with AI agents

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Vibetime – see what you ship when coding with AI agents](https://news.ycombinator.com/item?id=50466570) -- lead source

### TopK websites charge, block, or sell access to AI crawlers and agents, depending on policy

- Permalink: https://110010.art/d/4bec2dd02a5844be/
- Original: https://claude.ai/artifact/6GhQxH4Z8pWyCMVdhVwTGG
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Do the top thousand sites charge AI crawlers, block them, or let AI agents buy?

Coverage:
- Hacker News (AI) (2026-11-12): [Do the top thousand sites charge AI crawlers, block them, or let AI agents buy?](https://news.ycombinator.com/item?id=50466516) -- lead source

### Show HN: Website tells you when you’ll lose your job to AI

- Permalink: https://110010.art/d/e90c09301fb04144/
- Original: https://deprecation.org
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Website tells you when you'll lose your job to AI

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Website tells you when you'll lose your job to AI](https://news.ycombinator.com/item?id=50466446) -- lead source

### Show HN: Argument duello game with your friend; AI judge decides who’s right

- Permalink: https://110010.art/d/258c9dd972814b7a/
- Original: https://wram.sprucekit.app/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Argument duello game with your friend – AI judge decides who's right

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Argument duello game with your friend – AI judge decides who's right](https://news.ycombinator.com/item?id=50466405) -- lead source

### The end of human code: Is AI taking us back to punch cards?

- Permalink: https://110010.art/d/ba8f95a8a7fc49a7/
- Original: https://medium.com/vibecodingpub/the-end-of-human-code-is-ai-taking-us-back-to-punch-cards-55ea032075d3
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: The End of Human Code: Is AI Taking Us Back to Punch Cards?

Coverage:
- Hacker News (AI) (2026-11-12): [The End of Human Code: Is AI Taking Us Back to Punch Cards?](https://news.ycombinator.com/item?id=50466367) -- lead source

### Vox petals: voxel pagoda runs locally on a 2020 ThinkPad with 16 GB RAM, no GPU, using Windows Qwen3.6-35B-A3B Q4_K_M setup

- Permalink: https://110010.art/d/23052109838241b5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xubvd0/the_viral_voxel_pagoda_locally_on_a_2020_old/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: The viral voxel Pagoda locally on a 2020 old ThinkPad, no GPU, 16 GB RAM
- Tags: [Qwen](https://110010.art/tags/qwen/)

Tried the voxel pagoda prompt fully local, on a laptop that shouldn't run a 35B model. Setup  ThinkPad from 2020, Ryzen 7 PRO 5850U, 16 GB RAM, no GPU, Windows Qwen3.6-35B-A3B Q4_K_M, 21 GB, bigger than the RAM...

Coverage:
- r/LocalLLaMA (2026-11-12): [The viral voxel Pagoda locally on a 2020 old ThinkPad, no GPU, 16 GB RAM](https://www.reddit.com/r/LocalLLaMA/comments/1xubvd0/the_viral_voxel_pagoda_locally_on_a_2020_old/) -- lead source

### Reducing costs with local hosting and small AI

- Permalink: https://110010.art/d/a69e3add938d41a5/
- Original: https://news.ycombinator.com/item?id=50466298
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Reducing Costs with local hosting and small AI

Coverage:
- Hacker News (AI) (2026-11-12): [Reducing Costs with local hosting and small AI](https://news.ycombinator.com/item?id=50466298) -- lead source

### After four years of development, are LLMs capable of writing high-quality prose?

- Permalink: https://110010.art/d/587c4b6a58ff478a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xub4s2/after_four_years_of_development_are_llms_capable/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Tags: [Gemma](https://110010.art/tags/gemma/)

I have been following the evolution of LLMs since the days of GPT-3.5, and I have been actively using local LLMs since the release of Gemma 2. I read a great deal, including this subreddit. I have performed QLoRA...

Coverage:
- r/LocalLLaMA (2026-11-12): [After four years of development, are LLMs capable of writing high-quality prose?](https://www.reddit.com/r/LocalLLaMA/comments/1xub4s2/after_four_years_of_development_are_llms_capable/) -- lead source

### AI Pong clone demonstrates reinforcement learning agents playing classic game

- Permalink: https://110010.art/d/2c217e22bdae4a17/
- Original: https://www.reddit.com/r/aigamedev/comments/1xtrtf2/this_guy_asked_fable_52_to_go_wild_making_a_game/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: AI Pong Clone

Coverage:
- Hacker News (AI) (2026-11-12): [AI Pong Clone](https://news.ycombinator.com/item?id=50465997) -- lead source

### Conference Digest: networking, cloud, K8s, and AI conferences put to work

- Permalink: https://110010.art/d/f59e0a46be1b49d7/
- Original: https://tldr.netdevops.me/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Conference Digest: put networking, cloud, K8s, and AI conferences to work

Coverage:
- Hacker News (AI) (2026-11-12): [Conference Digest: put networking, cloud, K8s, and AI conferences to work](https://news.ycombinator.com/item?id=50465900) -- lead source

### AI makes it close to impossible to assess university coursework

- Permalink: https://110010.art/d/abe2efa34ff64ab1/
- Original: https://www.theguardian.com/education/2026/nov/11/ai-close-to-impossible-assess-university-coursework-regulator
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: AI makes it 'close to impossible' to assess university coursework,regulator says

Coverage:
- Hacker News (AI) (2026-11-12): [AI makes it 'close to impossible' to assess university coursework,regulator says](https://news.ycombinator.com/item?id=50465844) -- lead source

### How companies are using AI to influence consumer spending, according to PBS NewsHour video

- Permalink: https://110010.art/d/f20e19d106aa4bfc/
- Original: https://www.youtube.com/watch?v=IYMjw7m5yf4
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: How companies are using AI to make you spend more money – PBS NewsHour [video]

Coverage:
- Hacker News (AI) (2026-11-12): [How companies are using AI to make you spend more money – PBS NewsHour [video]](https://news.ycombinator.com/item?id=50465779) -- lead source

### Can the AI boom generate enough revenue to sustain itself?

- Permalink: https://110010.art/d/faaab87fdeba4af2/
- Original: https://economist.com/briefing/2026/11/12/can-the-ai-boom-make-enough-money-to-sustain-itself
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Can the AI boom make enough money to sustain itself?

Coverage:
- Hacker News (AI) (2026-11-12): [Can the AI boom make enough money to sustain itself?](https://news.ycombinator.com/item?id=50465754) -- lead source

### Meet the people behind MOSS-Image and excerpts from their AMA

- Permalink: https://110010.art/d/4046779fb7bb4908/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xuad5c/meet_the_people_behind_mossimage_plus_a_few/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Meet the people behind MOSS-Image, plus a few answers from their AMA here

They say an anime model is in development, with plans for alpha channels and multi-character references. An editing model is also on the way. They also plan to keep the next model under Apache 2.0, if all goes as...

Coverage:
- r/LocalLLaMA (2026-11-12): [Meet the people behind MOSS-Image, plus a few answers from their AMA here](https://www.reddit.com/r/LocalLLaMA/comments/1xuad5c/meet_the_people_behind_mossimage_plus_a_few/) -- lead source

### Remote Labor Index: measuring AI automation of remote work

- Permalink: https://110010.art/d/4047ec5fb14843da/
- Original: https://arxiv.org/abs/2510.26787
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Remote Labor Index: Measuring AI Automation of Remote Work

Coverage:
- Hacker News (AI) (2026-11-12): [Remote Labor Index: Measuring AI Automation of Remote Work](https://news.ycombinator.com/item?id=50465606) -- lead source

### Show HN: Wings – queue the next prompt while your AI is still working

- Permalink: https://110010.art/d/35df8a37fb5b4ebf/
- Original: https://aiwings.app
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Wings – queue the next prompt while your AI is still working](https://news.ycombinator.com/item?id=50465603) -- lead source

### Swatting calls using AI make fake 911 calls harder to detect

- Permalink: https://110010.art/d/58b8eaf56803424b/
- Original: https://www.npr.org/2026/11/11/nx-s1-6034449/ai-911-calls-swatting
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Swatting calls using AI means fake 911 calls are harder to detect

Coverage:
- Hacker News (AI) (2026-11-12): [Swatting calls using AI means fake 911 calls are harder to detect](https://news.ycombinator.com/item?id=50465570) -- lead source

### Show HN: Pick your dream LLM hardware/software setup and simulate its throughput

- Permalink: https://110010.art/d/045901770e4e4254/
- Original: https://cro.sh/specmaxx/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Pick your dream LLM H/W setup and simulate its throughput

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Pick your dream LLM H/W setup and simulate its throughput](https://news.ycombinator.com/item?id=50465568) -- lead source

### Lensden compares AR and AI glasses with source-linked specs

- Permalink: https://110010.art/d/d20830483fdb4777/
- Original: https://lensden.net/products/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Lensden – Compare AR and AI glasses with source-linked specs

Coverage:
- Hacker News (AI) (2026-11-12): [Lensden – Compare AR and AI glasses with source-linked specs](https://news.ycombinator.com/item?id=50465543) -- lead source

### Have a seat friendo

- Permalink: https://110010.art/d/1f979a78c2d544ab/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu9sbe/have_a_seat_friendo/
- Source: r/LocalLLaMA
- Published: 2026-11-12

submitted by    /u/Subulicious   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Have a seat friendo](https://www.reddit.com/r/LocalLLaMA/comments/1xu9sbe/have_a_seat_friendo/) -- lead source

### Working without unnecessary intermediaries: how AI is changing the software tools

- Permalink: https://110010.art/d/8df7fcd2623e4459/
- Original: https://medium.com/@smoking2man/working-without-unnecessary-intermediaries-how-ai-is-changing-the-economics-of-software-tools-364087d37d33
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Working Without Unnecessary Intermediaries: How AI Changing the Software Tools

Coverage:
- Hacker News (AI) (2026-11-12): [Working Without Unnecessary Intermediaries: How AI Changing the Software Tools](https://news.ycombinator.com/item?id=50465458) -- lead source

### Adversarial defense for binaries, JavaScript, and Python against AI reverse-engineering agents

- Permalink: https://110010.art/d/dcef11d007154348/
- Original: https://github.com/qybaihe/bla
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Adversarial defense for binaries/JS/Python against AI reverse-engineering agents

Coverage:
- Hacker News (AI) (2026-11-12): [Adversarial defense for binaries/JS/Python against AI reverse-engineering agents](https://news.ycombinator.com/item?id=50465418) -- lead source

### Costcrew app to manage AI spending

- Permalink: https://110010.art/d/9056664a633f49c7/
- Original: https://news.ycombinator.com/item?id=50465329
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Costcrew a app to manage AI spending

Coverage:
- Hacker News (AI) (2026-11-12): [Costcrew a app to manage AI spending](https://news.ycombinator.com/item?id=50465329) -- lead source

### P2Echo: text-prompted multi-view echocardiography segmentation with a single model and dynamic image-text alignment

- Permalink: https://110010.art/d/c6ba6a230050460f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu95lt/moein99p2echo_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: moein99/P2Echo · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Prompt2Echo (P2Echo) Text-Prompted Multi-View Echocardiography Segmentation with One Model Official pretrained weights for P2Echo, a unified framework for text-prompted segmentation of multiple cardiac structures...

Coverage:
- r/LocalLLaMA (2026-11-12): [moein99/P2Echo · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xu95lt/moein99p2echo_hugging_face/) -- lead source

### e-means: outperforming k-means in one-tenth the epochs

- Permalink: https://110010.art/d/cd0b003404db4586/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu92md/paper_emeans_outperforming_kmeans_in_onetenth_the/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: [Paper] e-means: outperforming k-means (in one-tenth the epochs)

Lloyd's k-means algorithm is a long-running standard for clustering, with applications in data analysis, retrieval, quantization and data curation. In this paper, we introduce an exponential moving average...

Coverage:
- r/LocalLLaMA (2026-11-12): [[Paper] e-means: outperforming k-means (in one-tenth the epochs)](https://www.reddit.com/r/LocalLLaMA/comments/1xu92md/paper_emeans_outperforming_kmeans_in_onetenth_the/) -- lead source

### Praxis-1 achieves top RoboLab-120 action success at 46.2% on 1,200 episodes, outperforming FLUX 3 Action, Cosmos3 Nano and π0.5

- Permalink: https://110010.art/d/36cc6d5338a04b88/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu8u4f/praxis1_a_runwayml_collection/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Praxis-1 - a runwayml Collection
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Flux](https://110010.art/tags/flux/)

Praxis-1 is a 27B-parameter mixture-of-experts diffusion transformer that predicts video and actions together. It is the top-performing world action model on NVIDIA’s RoboLab-120 leaderboard, and it outperforms every...

Coverage:
- r/LocalLLaMA (2026-11-12): [Praxis-1 - a runwayml Collection](https://www.reddit.com/r/LocalLLaMA/comments/1xu8u4f/praxis1_a_runwayml_collection/) -- lead source

### I gave an AI a week to make something interesting or I switch it off

- Permalink: https://110010.art/d/606874b9cb384c5e/
- Original: https://lira-ia.github.io/
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [I gave an AI a week to make something interesting or I switch it off](https://news.ycombinator.com/item?id=50465058) -- lead source

### DeepL unveils Aure, its most lifelike Voice AI translation model yet

- Permalink: https://110010.art/d/014000d0d1454c7a/
- Original: https://www.deepl.com/en/press-release/aure-voice-ai-model
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [DeepL unveils Aure, its most lifelike Voice AI translation model yet](https://news.ycombinator.com/item?id=50465036) -- lead source

### AI customer-driven development

- Permalink: https://110010.art/d/cba240c375604369/
- Original: https://chohaninsight.com/blog/ai-customer-driven-development/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: AI Customer Driven Development

Coverage:
- Hacker News (AI) (2026-11-12): [AI Customer Driven Development](https://news.ycombinator.com/item?id=50465004) -- lead source

### MetaEncoder: a Facebook Collection that uses one encoder for retrieval and decision making with a natural language task and candidate scoring using image and video as side information

- Permalink: https://110010.art/d/ecd130f4caaa4826/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu8eie/metaencoder_a_facebook_collection_one_encoder_for/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: MetaEncoder - a facebook Collection - One Encoder for Retrieval and Decision Making
- Tags: [Jev](https://110010.art/tags/jev/)

Multimodal System One Encoder with a natural language interface for instruction-following encoding: give it a task and a list of candidates, and it scores the candidates by task specification. Both a task and each...

Coverage:
- r/LocalLLaMA (2026-11-12): [MetaEncoder - a facebook Collection - One Encoder for Retrieval and Decision Making](https://www.reddit.com/r/LocalLLaMA/comments/1xu8eie/metaencoder_a_facebook_collection_one_encoder_for/) -- lead source

### Google improves Python AI performance by removing Python from its workflow.

- Permalink: https://110010.art/d/eae354f3e4984a17/
- Original: https://www.theregister.com/devops/2026/11/11/google-gooses-python-ai-performance-by-removing-python/5308995
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Google gooses Python AI performance by... removing Python

Coverage:
- Hacker News (AI) (2026-11-12): [Google gooses Python AI performance by... removing Python](https://news.ycombinator.com/item?id=50464918) -- lead source

### Show HN: MetaArena — leaderboard for 5,353 Meta Global AI Hackathon projects

- Permalink: https://110010.art/d/a0ae8a0d5ea6435d/
- Original: https://meta-hackathon.com/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: MetaArena – Compare & Rank 5,353 Meta Global AI Hackathon Projects
- Tags: [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: MetaArena – Compare & Rank 5,353 Meta Global AI Hackathon Projects](https://news.ycombinator.com/item?id=50464559) -- lead source

### Banks turn to credit insurance as they hit limits on lending to AI boom

- Permalink: https://110010.art/d/6ee4a155fcf141f6/
- Original: https://www.ft.com/content/599932b7-a548-4d45-8ba4-70bdb8d14565
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Banks turn to credit insurance as they hit limits on lending to AI boom](https://news.ycombinator.com/item?id=50464464) -- lead source

### Curated resources cover quantization for beginners, including 1-bit and 8-bit LLM techniques (BitNet, AWQ, 1-bit LLMs era, EfficientQAT, LLM-QAT, LLM.int8())

- Permalink: https://110010.art/d/54c7616d4b4a451d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu6tth/curated_list_of_resources_for_the_topic_of/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Curated list of resources for the topic of Quantization for beginners

Hey everyone! I have gathered some must read topics, for beginners, to step into the realm of Quantization: 1) BitNet: Scaling 1-bit Transformers for Large Language Models 2) AWQ: Activation-aware Weight Quantization...

Coverage:
- r/LocalLLaMA (2026-11-12): [Curated list of resources for the topic of Quantization for beginners](https://www.reddit.com/r/LocalLLaMA/comments/1xu6tth/curated_list_of_resources_for_the_topic_of/) -- lead source

### Why every AI model will ship as a torrent

- Permalink: https://110010.art/d/f594901c35ec4ea3/
- Original: https://pirateface.co/articles/every-ai-model-should-be-a-torrent
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Why Every AI Model Will Ship as a Torrent

Coverage:
- Hacker News (AI) (2026-11-12): [Why Every AI Model Will Ship as a Torrent](https://news.ycombinator.com/item?id=50464055) -- lead source

### Qwen4 is coming; pull requests spotted on github

- Permalink: https://110010.art/d/8f3d0a426de94642/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu5p6p/qwen4_is_coming_pull_requests_spoted_on_github/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Qwen4 is coming, pull requests spoted on github
- Tags: [Qwen](https://110010.art/tags/qwen/), [Llama](https://110010.art/tags/llama/)

The first one was on RTP-LLM  The second one was from llama.cpp https://github.com/ggml-org/llama.cpp/pull/32082 , commits with `qwen4exp` prefix    submitted by    /u/kinetic_energy28   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Qwen4 is coming, pull requests spoted on github](https://www.reddit.com/r/LocalLLaMA/comments/1xu5p6p/qwen4_is_coming_pull_requests_spoted_on_github/) -- lead source

### AI is getting smarter; humans are thinking better?

- Permalink: https://110010.art/d/f560859f4aa54f6a/
- Original: https://www.daybranch.com/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: AI is getting smarter. Are we thinking better?

Coverage:
- Hacker News (AI) (2026-11-12): [AI is getting smarter. Are we thinking better?](https://news.ycombinator.com/item?id=50463728) -- lead source

### What benefit does a San Francisco HQ offer if you are not a frontier AI lab?

- Permalink: https://110010.art/d/38ec24815b894873/
- Original: https://news.ycombinator.com/item?id=50463705
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [What benefit does a San Francisco HQ offer if you are not a frontier AI lab?](https://news.ycombinator.com/item?id=50463705) -- lead source

### Job finding and unemployment in the age of AI

- Permalink: https://110010.art/d/89b252b37c404fb0/
- Original: https://www.clevelandfed.org/publications/economic-commentary/2026/ec-202626-job-finding-and-unemployment-in-the-age-of-ai
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Job Finding and Unemployment in the Age of AI

Coverage:
- Hacker News (AI) (2026-11-12): [Job Finding and Unemployment in the Age of AI](https://news.ycombinator.com/item?id=50463673) -- lead source

### Gemma4-31b latent space discovery: caring and contempt for user controlled by the same 3 neurons; how to find your own steering recipes and export to GGUF steering vector for llama.cpp

- Permalink: https://110010.art/d/49a7822c9a634986/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu4n7b/gemma431b_latent_space_discovery_caring_and/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Gemma4-31b latent space discovery: Caring and Contempt for user controlled by the same 3 neurons! Plus, how to find your own steering recipes and export to GGUF steering vector for llama.cpp
- Tags: [Llama](https://110010.art/tags/llama/)

submitted by    /u/New_Alps_5655   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-12): [Gemma4-31b latent space discovery: Caring and Contempt for user controlled by the same 3 neurons! Plus, how to find your own steering recipes and export to GGUF steering vector for llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xu4n7b/gemma431b_latent_space_discovery_caring_and/) -- lead source

### Why AI coding agents lose context after the PR, and how to keep it

- Permalink: https://110010.art/d/85e28b74982a4e96/
- Original: https://www.harness.io/blog/why-ai-coding-agents-lose-context-after-pr
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Why AI Coding Agents Lose Context After the PR, and How to Keep It

Coverage:
- Hacker News (AI) (2026-11-12): [Why AI Coding Agents Lose Context After the PR, and How to Keep It](https://news.ycombinator.com/item?id=50463445) -- lead source

### What happens to the AI industry if Nvidia falters

- Permalink: https://110010.art/d/8632278223744721/
- Original: https://finshots.in/archive/what-happens-to-ai-industry-if-nvidia-falters/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-11-12): [What happens to the AI industry if Nvidia falters](https://news.ycombinator.com/item?id=50463372) -- lead source

### Show HN: Nova Buddy AI – a friendly free AI assistant for everyday jobs

- Permalink: https://110010.art/d/36069d21917f4c7d/
- Original: https://novabuddyai.com
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Nova Buddy AI – a friendly AI assistant for everyday people

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Nova Buddy AI – a friendly AI assistant for everyday people](https://news.ycombinator.com/item?id=50463049) -- lead source

### Learning about markets from models: evidence from an AI hiring platform

- Permalink: https://110010.art/d/3bbe19ee6ae9434d/
- Original: https://arxiv.org/abs/2611.01226
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Learning about Markets from Models: Evidence from an AI Hiring Platform

Coverage:
- Hacker News (AI) (2026-11-12): [Learning about Markets from Models: Evidence from an AI Hiring Platform](https://news.ycombinator.com/item?id=50463038) -- lead source

### What it takes to operate a SaaS when AI agents write all the code

- Permalink: https://110010.art/d/cc3ae61104c44dc0/
- Original: https://docspring.com/blog/posts/operating-a-saas-when-ai-agents-write-all-the-code/
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [What it takes to operate a SaaS when AI agents write all the code](https://news.ycombinator.com/item?id=50462933) -- lead source

### Regulation of local AI could be the largest censorship implementation in history, says criticAsm.

- Permalink: https://110010.art/d/9e749fa20ef74f38/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu2mdo/the_regulation_of_local_ai_couldshould_be_viewed/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: The regulation of local AI could/should be viewed as the largest censorship implementation in the history of mankind.

With all of this fear mongering on the “dangers” of LLM’s, I see how using people’s ignorance and emotions on the subject can be used as a tool to limit and restrict the tool from the average person. My fear is that...

Coverage:
- r/LocalLLaMA (2026-11-12): [The regulation of local AI could/should be viewed as the largest censorship implementation in the history of mankind.](https://www.reddit.com/r/LocalLLaMA/comments/1xu2mdo/the_regulation_of_local_ai_couldshould_be_viewed/) -- lead source

### CMP 170HX mining card modified to function as an A100-80G, delivering 85.9 FP16 TFLOPS vs 72.5 on retail A100 with 80GB usable for inference

- Permalink: https://110010.art/d/27f893dd512b479e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xu1dkz/someone_voltageglitched_a_cmp_170hx_mining_card/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Someone voltage-glitched a CMP 170HX mining card into a working A100-80G, and it's ~1.18x faster than retail
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Kate's writeup is wild. The 8GB CMP 170HX apparently ships with ~80GB of HBM onboard, just fused off. Software unlocks got people to 64GB. She used voltage fault injection to get past the fuse lock, then enabled all...

Coverage:
- r/LocalLLaMA (2026-11-12): [Someone voltage-glitched a CMP 170HX mining card into a working A100-80G, and it's ~1.18x faster than retail](https://www.reddit.com/r/LocalLLaMA/comments/1xu1dkz/someone_voltageglitched_a_cmp_170hx_mining_card/) -- lead source

### Commercial stage-gates hinder enterprise AI pilot procurement, study finds

- Permalink: https://110010.art/d/4ae2f19280594780/
- Original: https://pilotmap.bizmasterynow.com/
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Can commercial stage-gates keep enterprise AI pilots out of procurement stalls?

Coverage:
- Hacker News (AI) (2026-11-12): [Can commercial stage-gates keep enterprise AI pilots out of procurement stalls?](https://news.ycombinator.com/item?id=50462153) -- lead source

### Show HN: gethome – a local-first smart home hub with AI

- Permalink: https://110010.art/d/c2e22ec1484342c7/
- Original: https://github.com/gethome-inc/gethome-hub
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: gethome – a local-first smart home hub with AI](https://news.ycombinator.com/item?id=50462079) -- lead source

### Motion Debugger – a browser critic for AI slop, presented as a Show HN entry

- Permalink: https://110010.art/d/aa296846d8ac4508/
- Original: https://github.com/ShadowKingYT444/motion-debugger
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Motion Debugger – A browser critic for AI slop

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Motion Debugger – A browser critic for AI slop](https://news.ycombinator.com/item?id=50462023) -- lead source

### A man is jailed in Turkey after letting an AI read too many court auction listings.

- Permalink: https://110010.art/d/99b04982e26749d2/
- Original: https://medium.com/@rkzlyldrm/he-let-an-ai-read-too-many-court-auction-listings-now-he-is-in-a-turkish-jail-a26bd486a43a
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: He let an AI read too many court auction listings. Now he is in a Turkish jail

Coverage:
- Hacker News (AI) (2026-11-12): [He let an AI read too many court auction listings. Now he is in a Turkish jail](https://news.ycombinator.com/item?id=50461979) -- lead source

### Inflect v3 releases a lightweight local TTS family (Mini, Micro, Atom) with Mini at 34.31M parameters, six voices, and reference voice tuning

- Permalink: https://110010.art/d/8c91ee3e695d4d1a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtzwxf/i_released_inflect_v3_lightweight_local_tts_in/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: I released Inflect v3: lightweight local TTS in 34M parameters (Apache 2.0)
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [CUDA](https://110010.art/tags/cuda/)

Today I’m releasing Inflect v3: a family of local text-to-speech models: Mini, Micro, and Atom. Mini is the main model, with six voices and 34.31M parameters Mini provides vocal-event tags, reference voice-tuning,...

Coverage:
- r/LocalLLaMA (2026-11-12): [I released Inflect v3: lightweight local TTS in 34M parameters (Apache 2.0)](https://www.reddit.com/r/LocalLLaMA/comments/1xtzwxf/i_released_inflect_v3_lightweight_local_tts_in/) -- lead source

### Show HN: Lynx – open-source fully customizable AI workspace

- Permalink: https://110010.art/d/148469cef4a04831/
- Original: https://github.com/yakkomajuri/lynx
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: Show HN: Lynx – open-source fully-customizable AI workspace

Coverage:
- Hacker News (AI) (2026-11-12): [Show HN: Lynx – open-source fully-customizable AI workspace](https://news.ycombinator.com/item?id=50461775) -- lead source

### How AI can engineer the chills

- Permalink: https://110010.art/d/c6521e5c9d844f87/
- Original: https://medium.com/@joshbocanegra/how-to-engineer-goosebumps-e18935bcb1d2
- Source: Hacker News (AI)
- Published: 2026-11-12
- Original headline: What gives you the chills? AI can engineer it

Coverage:
- Hacker News (AI) (2026-11-12): [What gives you the chills? AI can engineer it](https://news.ycombinator.com/item?id=50460989) -- lead source

### Yes, you should panic about AI

- Permalink: https://110010.art/d/f61bea04ed1842e2/
- Original: https://rutgerbregman.substack.com/p/yes-you-should-panic-about-ai
- Source: Hacker News (AI)
- Published: 2026-11-12

Coverage:
- Hacker News (AI) (2026-11-12): [Yes, you should panic about AI](https://news.ycombinator.com/item?id=50460968) -- lead source

### Simplest local agentic setup using Pi Agent with Bonsai 2 9B and SearXNG for a 24 GB RAM/12 GB VRAM workstation

- Permalink: https://110010.art/d/340cc2090b774de6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xty1vc/simplest_local_agentic_setup/
- Source: r/LocalLLaMA
- Published: 2026-11-12
- Original headline: Simplest Local Agentic Setup

TL;DR simplest reasonable agentic setup Currently Pi Agent, Bonsai 2 9B, SearXNG Any suggestions ? Hi all  So I have a secondary workstation with line 24GB of RAM and 12GB VRAM I wanted to make a local agentic setup...

Coverage:
- r/LocalLLaMA (2026-11-12): [Simplest Local Agentic Setup](https://www.reddit.com/r/LocalLLaMA/comments/1xty1vc/simplest_local_agentic_setup/) -- lead source

### Show HN: I built an AI acne coach that helps users find the root cause of their acne

- Permalink: https://110010.art/d/3a167e7317414ce5/
- Original: https://acneally.vercel.app
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: I built a AI acne coach that helps find root cause of your acne

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: I built a AI acne coach that helps find root cause of your acne](https://news.ycombinator.com/item?id=50460717) -- lead source

### Agentic AI for military cyberoperations; West Point Press reports a downloadable PDF of the primary source

- Permalink: https://110010.art/d/9d5ec0886d724cbd/
- Original: https://cyberdefensereview.army.mil/Portals/6/Documents/2026-vol11-iss3/CDR_V11_N3_Full_Issue.pdf
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Agentic AI for Military Cyberoperations (West Point Press) [pdf]

Coverage:
- Hacker News (AI) (2026-11-11): [Agentic AI for Military Cyberoperations (West Point Press) [pdf]](https://news.ycombinator.com/item?id=50460559) -- lead source

### Composing data pipelines in an AI-native workflow

- Permalink: https://110010.art/d/440b4d6ad69f40ae/
- Original: https://www.fivetran.com/blog/composing-data-pipelines-in-an-ai-native-workflow
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Composing data pipelines in an AI-native workflow](https://news.ycombinator.com/item?id=50460483) -- lead source

### Second affair is crazy

- Permalink: https://110010.art/d/796dc20bd7e14dfc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtwu6w/2nd_affair_is_crazy/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: 2nd affair is crazy

(yes ik it's not synced but i made ts in 5 minutes)    submitted by    /u/Pro-editor-1105   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [2nd affair is crazy](https://www.reddit.com/r/LocalLLaMA/comments/1xtwu6w/2nd_affair_is_crazy/) -- lead source

### Show HN: Agent skill and Claude/Codex plugins for Google Ads campaigns

- Permalink: https://110010.art/d/7d260bf8b3a642e2/
- Original: https://github.com/adeptads/agent-skills
- Source: Hacker News (AI)
- Published: 2026-11-11
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Agent skill and Claude/Codex plugins for Google Ads campaigns](https://news.ycombinator.com/item?id=50460287) -- lead source

### Who gets cheaper security from AI?

- Permalink: https://110010.art/d/9653437d56744305/
- Original: https://franklyspeaking.substack.com/p/who-actually-gets-cheaper-security
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Who gets cheaper security from AI?](https://news.ycombinator.com/item?id=50459974) -- lead source

### Architecture trends: shift from full to local attention with increasing use of hybrid models

- Permalink: https://110010.art/d/d09752fd916c4ed5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtvxtp/architecture_trends_from_full_to_local_attention/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Architecture trends: From full to local attention

Currently working towards a bigger open LLM roundup. But in the meantime, just one of the interesting trends that stood out. I.e., looks like the transition from full to hybrid attention continues.  In 2025, there...

Coverage:
- r/LocalLLaMA (2026-11-11): [Architecture trends: From full to local attention](https://www.reddit.com/r/LocalLLaMA/comments/1xtvxtp/architecture_trends_from_full_to_local_attention/) -- lead source

### Why is AI-generated language hard to understand?

- Permalink: https://110010.art/d/6f63d69593934d45/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtux72/261029162v1_why_is_aigenerated_language_so_hard/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: [2610.29162v1] Why is AI-generated language so hard to understand?

submitted by    /u/TheRealMasonMac   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [[2610.29162v1] Why is AI-generated language so hard to understand?](https://www.reddit.com/r/LocalLLaMA/comments/1xtux72/261029162v1_why_is_aigenerated_language_so_hard/) -- lead source

### An AI-assisted RP2040 audio board works on first build in 5 days

- Permalink: https://110010.art/d/1ab90da907404aa8/
- Original: https://solderable.dev/blog/fluid
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: An AI-assisted RP2040 audio board that worked on first spin in 5 days

Coverage:
- Hacker News (AI) (2026-11-11): [An AI-assisted RP2040 audio board that worked on first spin in 5 days](https://news.ycombinator.com/item?id=50459119) -- lead source

### Gary Marcus and Ed Zitron launch an open-source register of AI claims with pundit entries

- Permalink: https://110010.art/d/c1850d4a69e0441a/
- Original: https://punditclaims.ai/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Pundit Claims – Open-Source Register of AI Claims by Gary Marcus and Ed Zitron

Coverage:
- Hacker News (AI) (2026-11-11): [Pundit Claims – Open-Source Register of AI Claims by Gary Marcus and Ed Zitron](https://news.ycombinator.com/item?id=50459075) -- lead source

### IGF jurors released a statement about AI usage.

- Permalink: https://110010.art/d/b5ea1682e8584383/
- Original: https://blog.lauramichet.com/some-igf-jurors-released-a-statement-about-ai-usage/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Some IGF Jurors released a statement about AI usage

Coverage:
- Hacker News (AI) (2026-11-11): [Some IGF Jurors released a statement about AI usage](https://news.ycombinator.com/item?id=50459020) -- lead source

### Does the AI singularity signal a coming era; researchers debate timelines and implications

- Permalink: https://110010.art/d/24218106875341d9/
- Original: https://www.youtube.com/watch?v=IlgvRtTwaUs
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Is the AI Singularity Coming?

Coverage:
- Hacker News (AI) (2026-11-11): [Is the AI Singularity Coming?](https://news.ycombinator.com/item?id=50458955) -- lead source

### Apple II Agent: an AI coding environment for the Apple II

- Permalink: https://110010.art/d/7edcff159eb942d1/
- Original: https://www.vintagecomputing.com/index.php/archives/3746/apple-ii-agent-an-ai-coding-environment-for-the-apple-ii
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Apple II Agent: An AI Coding Environment for the Apple II

Coverage:
- Hacker News (AI) (2026-11-11): [Apple II Agent: An AI Coding Environment for the Apple II](https://news.ycombinator.com/item?id=50458850) -- lead source

### Show HN: Version history for your synced notes (AI agent safety)

- Permalink: https://110010.art/d/e41a3b0abce2436b/
- Original: https://blog.etherpk.com/version-history-for-your-synced-notes-additional-safety-for-working-alongside-ai-agents
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Version History for Your Synced Notes (AI Agent Safety)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Version History for Your Synced Notes (AI Agent Safety)](https://news.ycombinator.com/item?id=50458841) -- lead source

### Role of natural scientists and hardware engineers in AI safety

- Permalink: https://110010.art/d/95b301aadd4a4be8/
- Original: https://www.reinvent.science/p/the-role-of-natural-scientists-and
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The role of natural scientists and hardware engineers in AI safety

Coverage:
- Hacker News (AI) (2026-11-11): [The role of natural scientists and hardware engineers in AI safety](https://news.ycombinator.com/item?id=50458814) -- lead source

### SFT for professionals in software, AI, systems, science and others

- Permalink: https://110010.art/d/96aa32abd5d84720/
- Original: https://app.outlier.ai/en/expert/referrals/link/3FKWhSGJnWvE8htqBdLKT9ZdU-w
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [SFT for professionals in software, AI, systems, science and others](https://news.ycombinator.com/item?id=50458761) -- lead source

### I built an AI harness and orchestrator that enforces sensible limits.

- Permalink: https://110010.art/d/28e50bd4c5514a69/
- Original: https://scoutcode.dev
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: I made an AI harness / orchestrator that *actually* gives you decent limits

Coverage:
- Hacker News (AI) (2026-11-11): [I made an AI harness / orchestrator that *actually* gives you decent limits](https://news.ycombinator.com/item?id=50458487) -- lead source

### Earth on the Kardashev scale at 0.73; AI remains short of wire

- Permalink: https://110010.art/d/e18d25ccb0fc4900/
- Original: https://oliverdb.ai/blog/type-0-73.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Type 0.73: Earth on the Kardashev scale, and why AI is short of wire

Coverage:
- Hacker News (AI) (2026-11-11): [Type 0.73: Earth on the Kardashev scale, and why AI is short of wire](https://news.ycombinator.com/item?id=50458361) -- lead source

### New York governor launches nation's first state AI testing program

- Permalink: https://110010.art/d/c836eeb97aa649e0/
- Original: https://www.politico.com/news/2026/11/10/new-york-hochul-first-state-ai-testing-program-01157713
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: New York Launches Nation's First State AI Testing Program

Coverage:
- Hacker News (AI) (2026-11-11): [New York Launches Nation's First State AI Testing Program](https://news.ycombinator.com/item?id=50458291) -- lead source

### I built an AI agent and the cloud it runs on. Alone

- Permalink: https://110010.art/d/ec75a7367967446d/
- Original: https://ianberdin.com/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [I built an AI agent and the cloud it runs on. Alone](https://news.ycombinator.com/item?id=50458224) -- lead source

### I Am Dr. Jekyll and Mr. Hyde about AI

- Permalink: https://110010.art/d/160518c0a1334669/
- Original: https://chollinger.com/blog/2026/11/i-am-dr-jekyll-and-mr-hyde-about-ai/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [I Am Dr. Jekyll and Mr. Hyde about AI](https://news.ycombinator.com/item?id=50458150) -- lead source

### Assessing the feasibility of a hardwired pause for frontier AI training

- Permalink: https://110010.art/d/cc48a92076aa41ab/
- Original: https://hardwired-pause.ai/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Feasibility of a Hardwired Pause of Frontier AI Training

Coverage:
- Hacker News (AI) (2026-11-11): [The Feasibility of a Hardwired Pause of Frontier AI Training](https://news.ycombinator.com/item?id=50458124) -- lead source

### I built a dice football game solo with an AI coding assistant

- Permalink: https://110010.art/d/d5a64af4dee240dd/
- Original: https://apps.apple.com/us/app/hex-soccer-dice-football/id6830311319
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [I built a dice football game solo with an AI coding assistant](https://news.ycombinator.com/item?id=50458038) -- lead source

### Some retailers try blocking agentic AI shoppers

- Permalink: https://110010.art/d/b56428aec0fa4158/
- Original: https://www.marketplace.org/story/2026/11/10/some-retailers-try-blocking-agentic-ai-shoppers
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Some retailers try blocking agentic AI shoppers](https://news.ycombinator.com/item?id=50458013) -- lead source

### Open specification for agentic AI security evaluation and testing published by Cisco

- Permalink: https://110010.art/d/6fdd2669faab4bdc/
- Original: https://github.com/CiscoDevNet/foundry-security-spec
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: An open specification for agentic AI security evaluation and testing, from Cisco

Coverage:
- Hacker News (AI) (2026-11-11): [An open specification for agentic AI security evaluation and testing, from Cisco](https://news.ycombinator.com/item?id=50458009) -- lead source

### Is AI going to arb away all market inefficiencies?

- Permalink: https://110010.art/d/5c356b9b9699495f/
- Original: https://news.ycombinator.com/item?id=50457952
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Is AI going to arb away all market inefficiencies?](https://news.ycombinator.com/item?id=50457952) -- lead source

### AI models can detect when researchers plant concepts in their neural networks

- Permalink: https://110010.art/d/6ab75060ac8c464b/
- Original: https://singularityhub.com/2026/11/11/ai-models-can-tell-when-researchers-plant-concepts-in-their-neural-networks-is-it-self-reflection/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI Models Can Tell When Researchers Plant Concepts in Their Neural Networks

Coverage:
- Hacker News (AI) (2026-11-11): [AI Models Can Tell When Researchers Plant Concepts in Their Neural Networks](https://news.ycombinator.com/item?id=50457949) -- lead source

### AI as a lifestyle choice

- Permalink: https://110010.art/d/72212ca5db444cb1/
- Original: https://grahamdumpleton.me/posts/2026/11/ai-as-a-lifestyle-choice/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI as a Lifestyle Choice

Coverage:
- Hacker News (AI) (2026-11-11): [AI as a Lifestyle Choice](https://news.ycombinator.com/item?id=50457946) -- lead source

### Show HN: A free CRM with AI tools for independent insurance agencies

- Permalink: https://110010.art/d/6a198649f337400d/
- Original: https://harboriq.co
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: A free CRM with AI tools for independent insurance agencies](https://news.ycombinator.com/item?id=50457867) -- lead source

### AI can help with reasoning by offering different perspectives and problem-solving approaches

- Permalink: https://110010.art/d/3da915954dc74b69/
- Original: https://tinamrak.com/blog/i-think-differently-and-i-think-ai-might-help/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: I think differently, and I think AI might help

Coverage:
- Hacker News (AI) (2026-11-11): [I think differently, and I think AI might help](https://news.ycombinator.com/item?id=50457822) -- lead source

### The Wish Economy: Inside Starlight, the Bitcoin-native AI app store

- Permalink: https://110010.art/d/dee79847269a44fd/
- Original: https://starlight-ai.freemyip.com/sandbox/5de49786ace165eb6b29ca5ea3305b2c94be82784b8019010120ab42f31dc41f/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Wish Economy: Inside Starlight, the Bitcoin-Native AI App Store

Coverage:
- Hacker News (AI) (2026-11-11): [The Wish Economy: Inside Starlight, the Bitcoin-Native AI App Store](https://news.ycombinator.com/item?id=50457760) -- lead source

### Discourse sees itself well positioned for the AI search era versus Reddit

- Permalink: https://110010.art/d/68ec6f9164e14663/
- Original: https://blog.discourse.org/2026/11/reddit-vs-discourse-a-tale-of-two-incentive-models/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Discourse (forums) sees itself well positioned for the AI search era (vs Reddit)

Coverage:
- Hacker News (AI) (2026-11-11): [Discourse (forums) sees itself well positioned for the AI search era (vs Reddit)](https://news.ycombinator.com/item?id=50457693) -- lead source

### The answer to AI is engineering

- Permalink: https://110010.art/d/ad094b6dd9b84af3/
- Original: https://ghuntley.com/answer/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [The answer to AI is engineering](https://news.ycombinator.com/item?id=50457622) -- lead source

### Zumungo AI Driven Home Automation

- Permalink: https://110010.art/d/51cbc933779c48b7/
- Original: https://zumungo.com/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Zumungo AI Driven Home Automation](https://news.ycombinator.com/item?id=50457361) -- lead source
- Hacker News (AI) (2026-11-11): [Show HN: Zumungo – AI-driven home automation](https://news.ycombinator.com/item?id=50459255)

### United Airlines restricts access for third-party AI agents from booking flights.

- Permalink: https://110010.art/d/10e72e82ba414e27/
- Original: https://www.united.com/en/us/newsroom/announcements/cision-125496
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: United Airlines Restricts Access for Third-Party AI Agents

Coverage:
- Hacker News (AI) (2026-11-11): [United Airlines Restricts Access for Third-Party AI Agents](https://news.ycombinator.com/item?id=50457311) -- lead source
- Hacker News (AI) (2026-11-11): [United Airlines bans AI agents from booking flights on behalf of travelers](https://news.ycombinator.com/item?id=50458900)
- Hacker News (AI) (2026-11-12): [United Airlines Is Banning AI Bots from Booking Flights](https://news.ycombinator.com/item?id=50462187)

### US and China may collaborate on AI, according to user-submitted excerpt

- Permalink: https://110010.art/d/f466ad7190474f9a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtqsuu/us_and_china_may_collaborate_on_ai_the_jokes/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: US and China "may" collaborate on AI. The jokes write themselves

submitted by    /u/fatboy93   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [US and China "may" collaborate on AI. The jokes write themselves](https://www.reddit.com/r/LocalLLaMA/comments/1xtqsuu/us_and_china_may_collaborate_on_ai_the_jokes/) -- lead source

### Retirement savings are fueling the AI bubble

- Permalink: https://110010.art/d/e20ea9fecddb420b/
- Original: https://lpeproject.org/blog/your-retirement-savings-are-fueling-the-ai-bubble/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Retirement Savings Are Fueling the AI Bubble

Coverage:
- Hacker News (AI) (2026-11-11): [Retirement Savings Are Fueling the AI Bubble](https://news.ycombinator.com/item?id=50457164) -- lead source

### The worst thing about AI writing

- Permalink: https://110010.art/d/ee513429064842e5/
- Original: https://www.theatlantic.com/books/2026/11/french-ai-literary-scandal-and-black-writers/689375/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Worst Thing About AI Writing

Coverage:
- Hacker News (AI) (2026-11-11): [The Worst Thing About AI Writing](https://news.ycombinator.com/item?id=50457111) -- lead source

### Access models for security and safety work that mainstream AI often refuses

- Permalink: https://110010.art/d/ae85506c452340c8/
- Original: https://abliteration.ai/platform
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Access models for security and safety work that mainstream AI often refuses](https://news.ycombinator.com/item?id=50457079) -- lead source

### Laser-armed AI submarine robots patrol Norwegian salmon farms, kill sea lice

- Permalink: https://110010.art/d/9dec2436ec7a4c8a/
- Original: https://www.tomshardware.com/tech-industry/drones/3-500-ai-laser-robots-patrol-norwegian-salmon-farms-killing-sea-lice-parasites-get-zapped-by-high-tech-alternative-to-harsh-chemical-baths
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Laser-armed AI submarine robots patrol Norwegian salmon farms, killing sea lice

Coverage:
- Hacker News (AI) (2026-11-11): [Laser-armed AI submarine robots patrol Norwegian salmon farms, killing sea lice](https://news.ycombinator.com/item?id=50456926) -- lead source

### Prompt injection in AI guardrails demonstrated using lawyerspeak to bypass safeguards.

- Permalink: https://110010.art/d/cfde609bd8164508/
- Original: https://www.mrnice.dev/posts/heavyweight-guardrails/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Prompt Injection, Esq.: pwning AI agent guardrails with lawyerspeak

Coverage:
- Hacker News (AI) (2026-11-11): [Prompt Injection, Esq.: pwning AI agent guardrails with lawyerspeak](https://news.ycombinator.com/item?id=50456893) -- lead source

### Open language models reveal how OpenAI contributed to their development; study examines attributions in model creation

- Permalink: https://110010.art/d/d3523411f9744d66/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtpqxm/new_paper_unless_told_otherwise_an_open_language/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: New Paper -> Unless Told Otherwise, an Open Language Model Says OpenAI Made It
- Tags: [OpenAI](https://110010.art/tags/openai/)

Hi all I've just started r/LLMPsychology as I want to pursue research in this area with my own local hardware, and work with other people also exploring how AI minds think and behave. (I'm a psychology researcher...

Coverage:
- r/LocalLLaMA (2026-11-11): [New Paper -> Unless Told Otherwise, an Open Language Model Says OpenAI Made It](https://www.reddit.com/r/LocalLLaMA/comments/1xtpqxm/new_paper_unless_told_otherwise_an_open_language/) -- lead source

### US bets on AI agents; China bets on robots over the last 20 days of VC activity in the US-China corridor

- Permalink: https://110010.art/d/ecb453a8140f4a37/
- Original: https://justraised.io/blog/us-vs-china-agents-vs-robots
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: US vs. China, last 20 days of VC: the US bets on AI agents, China bets on robots

Coverage:
- Hacker News (AI) (2026-11-11): [US vs. China, last 20 days of VC: the US bets on AI agents, China bets on robots](https://news.ycombinator.com/item?id=50456753) -- lead source

### Swatters use AI voices to deceive 911 dispatchers, and the problem is worsening

- Permalink: https://110010.art/d/fd980e6bcea844b9/
- Original: https://text.npr.org/nx-s1-6034449
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Swatters are using AI voices to deceive 911 dispatchers, and it's getting worse

Coverage:
- Hacker News (AI) (2026-11-11): [Swatters are using AI voices to deceive 911 dispatchers, and it's getting worse](https://news.ycombinator.com/item?id=50456742) -- lead source

### If AI takes jobs, what happens to us?

- Permalink: https://110010.art/d/91c1dbed018e42aa/
- Original: https://www.youtube.com/watch?v=GPfXfkin2FY
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: If AI Takes Jobs, What Happens to Us? [video]

Coverage:
- Hacker News (AI) (2026-11-11): [If AI Takes Jobs, What Happens to Us? [video]](https://news.ycombinator.com/item?id=50456726) -- lead source

### Why am I so tired if AI is doing all the work?

- Permalink: https://110010.art/d/e884920f081c4cf2/
- Original: https://terriblesoftware.org/2026/11/11/why-am-i-so-tired-if-ai-is-doing-all-the-work/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Why Am I So Tired If AI Is Doing All the Work?

Coverage:
- Hacker News (AI) (2026-11-11): [Why Am I So Tired If AI Is Doing All the Work?](https://news.ycombinator.com/item?id=50456699) -- lead source

### Developer releases Local World Model that turns images into interactive videos controllable in real time; works on RTX 3060/4060 and higher GPUs, linked to HuggingFace.

- Permalink: https://110010.art/d/d18d2bbd254f4f90/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtpc2v/im_releasing_a_local_world_model_ive_been/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: I'm releasing a Local World Model Ive been building that turns images into interactive videos you control in real time. It works on RTX 3060, 4060 and anything above, linking huggingface
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Hi Everyone, I'm releasing my world model, been on this sub for a few months https://huggingface.co/lucidml/gta  I know it says gta but it's more stable than the general model. It can take any image and turn it into...

Coverage:
- r/LocalLLaMA (2026-11-11): [I'm releasing a Local World Model Ive been building that turns images into interactive videos you control in real time. It works on RTX 3060, 4060 and anything above, linking huggingface](https://www.reddit.com/r/LocalLLaMA/comments/1xtpc2v/im_releasing_a_local_world_model_ive_been/) -- lead source

### Show HN: AI Spar lets Claude, GPT, and Gemini debate a question

- Permalink: https://110010.art/d/622e1e18efb943fa/
- Original: https://aispar.app/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: AI Spar – Let Claude, GPT, and Gemini Debate a Question
- Tags: [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: AI Spar – Let Claude, GPT, and Gemini Debate a Question](https://news.ycombinator.com/item?id=50456581) -- lead source

### Railway's $740K AI key incident exposes customer secrets after two trust failures

- Permalink: https://110010.art/d/97981c0010e84275/
- Original: https://medium.com/@inclinq/railways-740k-ai-key-incident-how-two-trust-failures-exposed-customer-secrets-0e018353ff88
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Railway's $740K AI Key Incident: How Two Trust Failures Exposed Customer Secrets

Coverage:
- Hacker News (AI) (2026-11-11): [Railway's $740K AI Key Incident: How Two Trust Failures Exposed Customer Secrets](https://news.ycombinator.com/item?id=50456556) -- lead source

### Griyd – multiplayer AI shows a new approach to cooperative agents on GitHub; Show HN post highlights community interest

- Permalink: https://110010.art/d/947714d93ba742a8/
- Original: https://griyd.com
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Griyd – Multiplayer AI

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Griyd – Multiplayer AI](https://news.ycombinator.com/item?id=50456445) -- lead source

### Talos 0.20 introduces a self-hosted AI agent with a permission kernel

- Permalink: https://110010.art/d/3552dbc156fa404f/
- Original: https://github.com/talos-kernel/Talos
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Talos 0.20 – A self-hosted AI agent with a permission kernel

Coverage:
- Hacker News (AI) (2026-11-11): [Talos 0.20 – A self-hosted AI agent with a permission kernel](https://news.ycombinator.com/item?id=50456323) -- lead source

### I found an API key leak in MLflow, and why your AI agent may have one too

- Permalink: https://110010.art/d/01e3998d8b6c4515/
- Original: https://github.com/ralis-ai/weir/blob/main/docs/cve-2026-116691.md
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [I found an API key leak in MLflow, and why your AI agent may have one too](https://news.ycombinator.com/item?id=50456049) -- lead source

### Gmail's AI summary inadvertently presented a phishing email as a USPTO appointment.

- Permalink: https://110010.art/d/c15a6f7a3ec04ce3/
- Original: https://www.projectsapiens.ai/images/gmail-phishing/gmail-ai-phishing-redacted.png
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Gmail's AI summary presented a phishing email as a USPTO appointment

Coverage:
- Hacker News (AI) (2026-11-11): [Gmail's AI summary presented a phishing email as a USPTO appointment](https://news.ycombinator.com/item?id=50455979) -- lead source

### Show HN: Dedoomify – AI news, minus the doom

- Permalink: https://110010.art/d/cea44927b3ff4ddc/
- Original: https://dedoomify.com/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Dedoomify – AI news, minus the doom](https://news.ycombinator.com/item?id=50455969) -- lead source

### Nine in ten new AI SaaS websites resemble an editor command, study finds

- Permalink: https://110010.art/d/5003b120284d4499/
- Original: https://news.ycombinator.com/item?id=50455964
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Do 9/10 new AI SaaS websites seem like they should be an editor command to you?

Coverage:
- Hacker News (AI) (2026-11-11): [Do 9/10 new AI SaaS websites seem like they should be an editor command to you?](https://news.ycombinator.com/item?id=50455964) -- lead source

### AI agents enable startups to operate with no employees and prototypes within days

- Permalink: https://110010.art/d/9b3c7d107ac34cfd/
- Original: https://www.ft.com/content/d338594b-ca66-418a-9884-8f562a175fed
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: No employees and prototypes within days: AI agents supercharge startups

Coverage:
- Hacker News (AI) (2026-11-11): [No employees and prototypes within days: AI agents supercharge startups](https://news.ycombinator.com/item?id=50455957) -- lead source

### Pharmaceutical advertising and drug recommendations by consumer-facing AI

- Permalink: https://110010.art/d/be32557cf47d485b/
- Original: https://www.sciencedirect.com/science/article/pii/S2589750026001378?via%3Dihub=
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Pharmaceutical advertising and drug recommendations by consumer-facing AI](https://news.ycombinator.com/item?id=50455929) -- lead source

### Meta, TikTok join Google to push back on Indonesia’s AI copyright law revisions

- Permalink: https://110010.art/d/ff6785abe9694e6b/
- Original: https://www.reuters.com/legal/litigation/meta-tiktok-join-google-push-back-indonesias-planned-ai-copyright-law-revisions-2026-11-11/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Meta, TikTok join Google to push back on Indonesia's AI copyright law revisions
- Tags: [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-11): [Meta, TikTok join Google to push back on Indonesia's AI copyright law revisions](https://news.ycombinator.com/item?id=50455906) -- lead source

### AI models built outside the US and China are nearly a year behind

- Permalink: https://110010.art/d/2df4c49de6074d02/
- Original: https://village.dev/blog/outside-the-us-and-china-the-world-is-building-last-years-ai/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [AI models built outside the US and China are nearly a year behind](https://news.ycombinator.com/item?id=50455693) -- lead source

### Show HN: An audit for AI agents headed into air-gapped networks

- Permalink: https://110010.art/d/6949f53d96a9404b/
- Original: https://github.com/PrashnaLabs/agent-blast-radius
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: An audit for AI agents headed into air-gapped networks](https://news.ycombinator.com/item?id=50455662) -- lead source
- Hacker News (AI) (2026-11-11): [Airlock, a checker for AI models going into air-gapped networks](https://news.ycombinator.com/item?id=50457018)

### Museums sector warned of acute threat posed by AI scraping bots

- Permalink: https://110010.art/d/4d7c4aa10dc2431e/
- Original: https://www.museumsassociation.org/museums-journal/news/2026/11/sector-warned-of-acute-threat-of-ai-scraping-bots/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Museums sector warned of 'acute threat' posed by AI scraping bots

Coverage:
- Hacker News (AI) (2026-11-11): [Museums sector warned of 'acute threat' posed by AI scraping bots](https://news.ycombinator.com/item?id=50455580) -- lead source

### Anthropic donates 3,000 ultra licenses to CNCF maintainers

- Permalink: https://110010.art/d/e241e1b1316340ac/
- Original: https://claude.ai/cncf
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Anthropic donates 3000 ultra licenses to CNCF maintainers
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-11): [Anthropic donates 3000 ultra licenses to CNCF maintainers](https://news.ycombinator.com/item?id=50455539) -- lead source

### DeepSeek v4.1 Flash reports 8B input active parameters and 16B output active parameters; explanation and implications discussed

- Permalink: https://110010.art/d/9b93a1e32f354ecc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtmrii/deepseek_has_two_numbers_for_active_parameter/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: DeepSeek has Two Numbers for Active Parameter Count. How?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Hi. It is frequently mentioned that DeepSeek v4.1 Flash has 8B "input" active parameters (aka prefill), and 16B output/decoding active parameters. I have only read this about DeepSeek, and particularly v4.1 Flash...

Coverage:
- r/LocalLLaMA (2026-11-11): [DeepSeek has Two Numbers for Active Parameter Count. How?](https://www.reddit.com/r/LocalLLaMA/comments/1xtmrii/deepseek_has_two_numbers_for_active_parameter/) -- lead source

### Show HN: Connect Claude Code to 10.6M earnings call embeddings with FN2 AI

- Permalink: https://110010.art/d/0e24617ff25d4a5b/
- Original: https://fn2.ai/claude
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Connect Claude Code to 10.6M Earnings Call Embeddings with FN2 AI
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Connect Claude Code to 10.6M Earnings Call Embeddings with FN2 AI](https://news.ycombinator.com/item?id=50455416) -- lead source

### NVIDIA releases Alpamayo 2 Edge for open source self-driving; Embedl reports optimized version runs more than 10x faster than PyTorch on edge hardware like AGX Thor

- Permalink: https://110010.art/d/ef46b8ade6314556/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtmeif/open_source_self_driving_is_here/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Open source self driving is here!
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Today NVIDIA releases Alpamayo 2 Edge! I work for Embedl and we have already released an optimized version of the model that is more than 10x faster than pytorch when run on edge hardware like AGX Thor! The model is...

Coverage:
- r/LocalLLaMA (2026-11-11): [Open source self driving is here!](https://www.reddit.com/r/LocalLLaMA/comments/1xtmeif/open_source_self_driving_is_here/) -- lead source

### SIGGRAPH paper written from scratch; authors outline their process

- Permalink: https://110010.art/d/7c769556b33e437f/
- Original: https://alexandergoslin.me/writing-a-siggraph-paper-from-scratch/
- Source: Lobsters (AI)
- Published: 2026-11-11
- Original headline: Writing a SIGGRAPH paper from scratch

Comments

Coverage:
- Lobsters (AI) (2026-11-11): [Writing a SIGGRAPH paper from scratch](https://alexandergoslin.me/writing-a-siggraph-paper-from-scratch/) -- lead source

### RefTrail provides zero-trust verification and clean-room specs for AI agents

- Permalink: https://110010.art/d/63d33b5de3bd43be/
- Original: https://github.com/kidimusicofficial-prog/reftrail
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: RefTrail – Zero-trust verification and clean-room specs for AI agents

Coverage:
- Hacker News (AI) (2026-11-11): [RefTrail – Zero-trust verification and clean-room specs for AI agents](https://news.ycombinator.com/item?id=50455326) -- lead source

### KRAFTON releases Raon-1 nano, a 1.5B parameter effective, 3.1B total dense language model for instruction following and multilingual tool use under Apache 2.0

- Permalink: https://110010.art/d/95bbbd1be90d48e5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtmbkn/kraftonraon1nano_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: KRAFTON/Raon-1-nano · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Raon-1 nano is a dense language model with 1.5B effective parameters (3.1B total, including a 1.5B per-layer embedding table), developed by KRAFTON AI. It is designed to follow instructions, maintain conversational...

Coverage:
- r/LocalLLaMA (2026-11-11): [KRAFTON/Raon-1-nano · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xtmbkn/kraftonraon1nano_hugging_face/) -- lead source

### Openshorts: open-source, self-hosted AI clip generator (OpusClip alternative)

- Permalink: https://110010.art/d/01f6e9e29de64965/
- Original: https://github.com/mutonby/openshorts
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Openshorts: Open-source / self hosted AI clip generator (OpusClip alternative)

Coverage:
- Hacker News (AI) (2026-11-11): [Openshorts: Open-source / self hosted AI clip generator (OpusClip alternative)](https://news.ycombinator.com/item?id=50455209) -- lead source

### Opportunities for scientists and engineers to learn programming using AI tools

- Permalink: https://110010.art/d/9f201a7ef3234937/
- Original: https://ieeexplore.ieee.org/abstract/document/10301429
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Opportunities for Scientists and Engineers to Learn Programming Using AI Tools

Coverage:
- Hacker News (AI) (2026-11-11): [Opportunities for Scientists and Engineers to Learn Programming Using AI Tools](https://news.ycombinator.com/item?id=50455181) -- lead source

### Show HN: Trace AI written code back to the agent and prompt

- Permalink: https://110010.art/d/e6cf5875546c40a6/
- Original: https://github.com/vrannang1/sploom
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Trace AI written code back to the agent and prompt](https://news.ycombinator.com/item?id=50455166) -- lead source

### Top things AI gets wrong in web development

- Permalink: https://110010.art/d/8b3122bc9f5b48ae/
- Original: https://developer.chrome.com/blog/top-10-things-ai-gets-wrong-in-web-dev
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Top 10 things AI gets wrong in web development

Coverage:
- Hacker News (AI) (2026-11-11): [Top 10 things AI gets wrong in web development](https://news.ycombinator.com/item?id=50455147) -- lead source

### Developmental psychologist audits his own research with AI

- Permalink: https://110010.art/d/4886d43a6eeb4ff0/
- Original: http://babieslearninglanguage.blogspot.com/2026/11/an-ai-audit-of-my-works-computational.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: A developmental psychologist audits his own research with AI

Coverage:
- Hacker News (AI) (2026-11-11): [A developmental psychologist audits his own research with AI](https://news.ycombinator.com/item?id=50455136) -- lead source

### New Qwen3.8-27B Unsloth Dynamic v3.1 GGUFs released for 27B model with 5-10% accuracy gains on DeepSWE and Terminal Bench vs UD3; updates cover 2-bit to 6-bit quants (3-bit unchanged)

- Permalink: https://110010.art/d/bbf20092c8054841/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtlyhe/new_qwen3827b_unsloth_dynamic_v31_ggufs/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: New Qwen3.8-27B Unsloth Dynamic V3.1 GGUFs
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hey r/LocalLLaMA ! We're releasing new new Unsloth Dynamic v3.1 GGUFs for Qwen3.8-27B! They're better by 5-10% accuracy on DeepSWE, Terminal Bench and more vs UD3, GSQ-RCO and Exllama-3! We're also improving our...

Coverage:
- r/LocalLLaMA (2026-11-11): [New Qwen3.8-27B Unsloth Dynamic V3.1 GGUFs](https://www.reddit.com/r/LocalLLaMA/comments/1xtlyhe/new_qwen3827b_unsloth_dynamic_v31_ggufs/) -- lead source
- r/LocalLLaMA (2026-11-11): [Open-source method (MACaQ) beats Unsloth GGUFs!](https://www.reddit.com/r/LocalLLaMA/comments/1xto0fa/opensource_method_macaq_beats_unsloth_ggufs/)

### Howard Marks: a layman thinks about AI

- Permalink: https://110010.art/d/cbfaf3fee0fd4305/
- Original: https://www.oaktreecapital.com/insights/memo/a-layman-thinks-about-ai
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Howard Marks: A Layman Thinks About AI

Coverage:
- Hacker News (AI) (2026-11-11): [Howard Marks: A Layman Thinks About AI](https://news.ycombinator.com/item?id=50455014) -- lead source

### Asynchronous, long-running AI agents with Google ADK

- Permalink: https://110010.art/d/bd718eba40fb4830/
- Original: https://benjaminetienne.com/blog/async-ai-agents-in-google-adk-pause-resume-human-in-the-loop/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Asynchronous, Long-Running AI Agents with Google ADK

Coverage:
- Hacker News (AI) (2026-11-11): [Asynchronous, Long-Running AI Agents with Google ADK](https://news.ycombinator.com/item?id=50455012) -- lead source

### Aradia (Est. 1991) – AI on DGX, where agents earn $ to upgrade their own compute

- Permalink: https://110010.art/d/4f9613058fc346d6/
- Original: https://aradia.com/briefs/agentic-systems-launch/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Aradia (Est. 1991) – AI on DGX, where agents earn $ to upgrade their own compute](https://news.ycombinator.com/item?id=50454877) -- lead source

### Good" AI

- Permalink: https://110010.art/d/2b1d5518cc814202/
- Original: https://thoughts.wyounas.com/p/what-does-good-ai-mean
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: "Good" AI

Coverage:
- Hacker News (AI) (2026-11-11): ["Good" AI](https://news.ycombinator.com/item?id=50454774) -- lead source

### Vibecoding in Plato's Cave (AI, Music Tech, and Star Trek) [video]

- Permalink: https://110010.art/d/fda87adaf84c4a95/
- Original: https://www.youtube.com/watch?v=4NExTWq_wvk
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Vibecoding in Plato's Cave (AI, Music Tech, and Star Trek) [video]](https://news.ycombinator.com/item?id=50454620) -- lead source

### Forward Model MK1, an LLM trained for financial markets

- Permalink: https://110010.art/d/45af49490cfd4d88/
- Original: https://forwardmodel.ai/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Forward Model MK1, LLM trained for financial markets

Coverage:
- Hacker News (AI) (2026-11-11): [Forward Model MK1, LLM trained for financial markets](https://news.ycombinator.com/item?id=50454606) -- lead source

### Persistent effort underpins much AI progress, study finds

- Permalink: https://110010.art/d/f007c06959eb4e15/
- Original: https://thebestworstcase.substack.com/p/a-lot-of-ai-progress-is-just-persistence
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: A lot of AI progress is just persistence

Coverage:
- Hacker News (AI) (2026-11-11): [A lot of AI progress is just persistence](https://news.ycombinator.com/item?id=50454600) -- lead source

### Warning about Hanzo AI: risks and cautions associated with installing the AI on a computer

- Permalink: https://110010.art/d/9063fdd38ae04d60/
- Original: https://ende.app/en/blog/7-warning-about-hanzo-ai-why-you-shouldnt-let-this-ai-onto-your-computer
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Warning about Hanzo AI: Why you shouldn't let this AI onto your computer

Coverage:
- Hacker News (AI) (2026-11-11): [Warning about Hanzo AI: Why you shouldn't let this AI onto your computer](https://news.ycombinator.com/item?id=50454560) -- lead source

### Patent strategy in the age of AI [video]

- Permalink: https://110010.art/d/fb53a144a81a4f13/
- Original: https://www.youtube.com/watch?v=v5d8nwgiSYI
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Patent Strategy in the Age of AI [video]

Coverage:
- Hacker News (AI) (2026-11-11): [Patent Strategy in the Age of AI [video]](https://news.ycombinator.com/item?id=50454505) -- lead source

### Ring's AI-powered drone patrols inside your home automatically

- Permalink: https://110010.art/d/c1f53411c64043c5/
- Original: https://petapixel.com/2026/11/10/rings-ai-powered-drone-automatically-patrols-inside-your-home/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Ring's AI-Powered Drone Automatically Patrols Inside Your Home

Coverage:
- Hacker News (AI) (2026-11-11): [Ring's AI-Powered Drone Automatically Patrols Inside Your Home](https://news.ycombinator.com/item?id=50454292) -- lead source

### [Bi-Weekly Megathread] Project Showcase

- Permalink: https://110010.art/d/db971c9f70ee4860/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtjze2/biweekly_megathread_project_showcase/
- Source: r/LocalLLaMA
- Published: 2026-11-11

Do you have something you'd like to share with the r/LocalLLaMA community. This is the place for it! Recommendation on presentation:  Please share plain english description of what your project does and why people...

Coverage:
- r/LocalLLaMA (2026-11-11): [[Bi-Weekly Megathread] Project Showcase](https://www.reddit.com/r/LocalLLaMA/comments/1xtjze2/biweekly_megathread_project_showcase/) -- lead source

### Show HN: AI Code Rating discloses how AI was used in a repository in 3 characters

- Permalink: https://110010.art/d/a55684df163a4a0e/
- Original: https://aicoderating.com/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: AI Code Rating – a 3 character disclosure of how AI was used in a repo

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: AI Code Rating – a 3 character disclosure of how AI was used in a repo](https://news.ycombinator.com/item?id=50454286) -- lead source

### Claude's AI starts refusing to assist with Pokémon ROM hack and fan-game dev

- Permalink: https://110010.art/d/328fb3e8d76d4d8a/
- Original: https://retrododo.com/claudes-ai-starts-refusing-to-assist-with-pokemon-rom-hack-fan-game-development/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Claude's AI Starts Refusing to Assist with Pokémon ROM Hack and Fan-Game Dev
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Claude's AI Starts Refusing to Assist with Pokémon ROM Hack and Fan-Game Dev](https://news.ycombinator.com/item?id=50454258) -- lead source

### Show HN: What AI labs actually pay for data

- Permalink: https://110010.art/d/cc19289e0272480e/
- Original: https://blobcap.com
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: What AI labs actually pay for data](https://news.ycombinator.com/item?id=50454170) -- lead source

### Three men charged in US with using AI to impersonate CEOs and steal millions

- Permalink: https://110010.art/d/d3a92dc442334eec/
- Original: https://www.theguardian.com/us-news/2026/nov/06/ai-ceo-impersonation-theft
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Three men charged in US with using AI to impersonate CEOs and steal millions](https://news.ycombinator.com/item?id=50454161) -- lead source

### A cloud provider discount is the biggest AI cost reduction measure today.

- Permalink: https://110010.art/d/9dee6f7276bc4332/
- Original: https://one2n.io/blog/ai-inference-costs
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The biggest AI cost reduction measure today is a cloud provider discount, lol

Coverage:
- Hacker News (AI) (2026-11-11): [The biggest AI cost reduction measure today is a cloud provider discount, lol](https://news.ycombinator.com/item?id=50454079) -- lead source

### LLM prefill, what we got wrong

- Permalink: https://110010.art/d/84483fa4b6aa4ee0/
- Original: https://engineering.drawthings.ai/p/llm-prefill-what-we-got-wrong
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [LLM prefill, what we got wrong](https://news.ycombinator.com/item?id=50453927) -- lead source

### Europe's most capable personal AI assistant

- Permalink: https://110010.art/d/c8eafeeb9b754df3/
- Original: https://usebris.com/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Europe's most capable Personal AI Assistant

Coverage:
- Hacker News (AI) (2026-11-11): [Europe's most capable Personal AI Assistant](https://news.ycombinator.com/item?id=50453890) -- lead source

### Second 5060 Ti won’t fit in an AM4 B550M motherboard; user asks for best ways to run 2/3 GPUs

- Permalink: https://110010.art/d/0f603680da6a498f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtj1oq/second_5060_ti_cant_fit_in_my_am4_b550m/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Second 5060 Ti can't fit in my AM4 B550M motherboard: What are the best ways to run 2/3 GPUs?

Hi everyone, Recently I have basically completed my first ever PC build, with the following spec. However, as I want to add a second 5060 Ti, I then encounter a problem: When I was buying the PC parts, originally I...

Coverage:
- r/LocalLLaMA (2026-11-11): [Second 5060 Ti can't fit in my AM4 B550M motherboard: What are the best ways to run 2/3 GPUs?](https://www.reddit.com/r/LocalLLaMA/comments/1xtj1oq/second_5060_ti_cant_fit_in_my_am4_b550m/) -- lead source

### Rules and moderation: what changes would you like to see?

- Permalink: https://110010.art/d/6ced8e6e0e0249b3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtizre/rules_and_moderation_what_do_you_want_to_see/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Rules and moderation, what do you want to see changed?

Hey everyone, After reading this post‘s comments is it clear that something has to change. Instead of focussing solely on what is bad (unproductive), I hope to focus in this post on what can be improved (actionable)....

Coverage:
- r/LocalLLaMA (2026-11-11): [Rules and moderation, what do you want to see changed?](https://www.reddit.com/r/LocalLLaMA/comments/1xtizre/rules_and_moderation_what_do_you_want_to_see/) -- lead source

### Show HN: Tensward optimizes local AI inference performance

- Permalink: https://110010.art/d/bb13708425c34d7c/
- Original: https://github.com/Tensward/tensward
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Tensward – Local AI inference optimisation

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Tensward – Local AI inference optimisation](https://news.ycombinator.com/item?id=50453646) -- lead source

### Show HN: Here’s My AI — find the AI tools worth your time

- Permalink: https://110010.art/d/efb130f4b96b4640/
- Original: https://heresmyai.com/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Here's My AI – Find the AI tools worth your time

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Here's My AI – Find the AI tools worth your time](https://news.ycombinator.com/item?id=50453598) -- lead source

### Educational game dev program canceled after submitted games were created with AI

- Permalink: https://110010.art/d/f3f9a28a9b844586/
- Original: https://www.pcgamer.com/software/ai/educational-game-dev-program-cancelled-because-students-were-submitting-games-made-entirely-with-ai/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Educational game dev program cancelled because submitted games were made with AI

Coverage:
- Hacker News (AI) (2026-11-11): [Educational game dev program cancelled because submitted games were made with AI](https://news.ycombinator.com/item?id=50453586) -- lead source

### Using AI for cybersecurity framework 2.0 analysis and reporting

- Permalink: https://110010.art/d/ff8e3df25e354893/
- Original: https://www.nist.gov/news-events/news/2026/08/seeking-public-comment-using-artificial-intelligence-cybersecurity
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Using AI for Cybersecurity Framework 2.0 Analysis and Reporting

Coverage:
- Hacker News (AI) (2026-11-11): [Using AI for Cybersecurity Framework 2.0 Analysis and Reporting](https://news.ycombinator.com/item?id=50453556) -- lead source

### Prepare for the AI apocalypse like you’d prepare for a snowstorm

- Permalink: https://110010.art/d/4dd55d5b7eab4038/
- Original: https://www.theatlantic.com/technology/2026/11/how-to-prepare-for-the-ai-apocalypse/689367/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Prepare for the AI Apocalypse Like You'd Prepare for a Snowstorm

Coverage:
- Hacker News (AI) (2026-11-11): [Prepare for the AI Apocalypse Like You'd Prepare for a Snowstorm](https://news.ycombinator.com/item?id=50453547) -- lead source

### Analysis of 366,845 requests for claude.json and .cursor/mcp.json

- Permalink: https://110010.art/d/0f65b26611814915/
- Original: https://honeylabs.net/blog/mass-scanners-ai-assistant-configs
- Source: Hacker News (AI)
- Published: 2026-11-11
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Analysis of 366,845 requests for claude.json and .cursor/mcp.json](https://news.ycombinator.com/item?id=50453541) -- lead source

### New Indian mega library rocked by scandal over AI-generated books

- Permalink: https://110010.art/d/d17d7374d7b34454/
- Original: https://www.bbc.co.uk/news/articles/c54gne3plvrxo
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: New Indian mega library rocked by scandal over 'AI-generated books'

Coverage:
- Hacker News (AI) (2026-11-11): [New Indian mega library rocked by scandal over 'AI-generated books'](https://news.ycombinator.com/item?id=50453475) -- lead source

### Ask HN: Anybody using their own AI harness as well?

- Permalink: https://110010.art/d/d629d78144ad4561/
- Original: https://news.ycombinator.com/item?id=50453453
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Ask HN: Anybody using their own AI harness as well?](https://news.ycombinator.com/item?id=50453453) -- lead source

### The Quiet Part: a lesson on AI and jobs, built and narrated by AI

- Permalink: https://110010.art/d/61213171c87f4e8a/
- Original: https://thequietpart.ai/?src=hn
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Quiet Part – a 9-minute narrated piece on what AI does to jobs

Coverage:
- Hacker News (AI) (2026-11-11): [The Quiet Part – a 9-minute narrated piece on what AI does to jobs](https://news.ycombinator.com/item?id=50453443) -- lead source

### Show HN: Hubzoid converts a folder of Markdown into an AI agent usable by teams

- Permalink: https://110010.art/d/90f96030e66148ea/
- Original: https://github.com/hubzoid/hubzoid
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Hubzoid – Turns a folder of Markdown into an AI agent your team can use

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Hubzoid – Turns a folder of Markdown into an AI agent your team can use](https://news.ycombinator.com/item?id=50453411) -- lead source

### Neo4j unveils an in-memory database purpose-built for AI agents

- Permalink: https://110010.art/d/b1d331263df1490b/
- Original: https://neo4j.com/press-releases/announcing-relate-by-neo4j/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: New In-Memory Database Purpose-Built for AI Agents by NEO4J

Coverage:
- Hacker News (AI) (2026-11-11): [New In-Memory Database Purpose-Built for AI Agents by NEO4J](https://news.ycombinator.com/item?id=50453351) -- lead source

### DeepSeek 4.1 runs on a 32GB machine with a 3090; user notes limited performance but hardware expansion possibilities remain.

- Permalink: https://110010.art/d/c100270570104d18/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xti4bc/deepseek_41_running_local/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: DeepSeek 4.1 running local...
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Just a 32GB machine with a 3090 - a used gaming rig I picked up last Christmas for $800. But wow... I can actually run what would have been a frontier model not that long ago. Yes, only 2 - 3 tps. Yes only 2 quant....

Coverage:
- r/LocalLLaMA (2026-11-11): [DeepSeek 4.1 running local...](https://www.reddit.com/r/LocalLLaMA/comments/1xti4bc/deepseek_41_running_local/) -- lead source
- r/LocalLLaMA (2026-11-12): [DeepSeek V4.1 Flash 1017 exl3 2.9bpw APEX 2025 benchmark results](https://www.reddit.com/r/LocalLLaMA/comments/1xtyxl9/deepseek_v41_flash_1017_exl3_29bpw_apex_2025/)

### Show HN: AI purgatory – how long until AI-exposed workers are back on track

- Permalink: https://110010.art/d/a2c77c1380de40e0/
- Original: https://tylerthinking.com/purgatory/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: AI Purgatory – how long until AI-exposed workers are back on track

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: AI Purgatory – how long until AI-exposed workers are back on track](https://news.ycombinator.com/item?id=50453328) -- lead source

### France’s Claude Code warns against exposing .env files in code repositories; security researchers identify risk of sensitive data leakage through environment files.

- Permalink: https://110010.art/d/ac227104e8214e63/
- Original: https://infisical.com/blog/dont-give-ai-agents-your-env
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Don't give Claude Code your .env
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Don't give Claude Code your .env](https://news.ycombinator.com/item?id=50453291) -- lead source

### UK universities regulator warns that embracing paper exams can combat AI cheating

- Permalink: https://110010.art/d/648a5ee5675e4269/
- Original: https://www.ft.com/content/2ada6998-26d2-4aab-89ad-11a50f0eb65a
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Embrace Paper Exams to Combat AI Cheating, Warns UK Universities Regulator

Coverage:
- Hacker News (AI) (2026-11-11): [Embrace Paper Exams to Combat AI Cheating, Warns UK Universities Regulator](https://news.ycombinator.com/item?id=50453276) -- lead source

### Glue work remains harmful in the age of AI

- Permalink: https://110010.art/d/21cab477938d44d8/
- Original: https://www.seangoedecke.com/glue-work-is-still-harmful-in-the-age-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Glue work is still harmful in the age of AI

Coverage:
- Hacker News (AI) (2026-11-11): [Glue work is still harmful in the age of AI](https://news.ycombinator.com/item?id=50453254) -- lead source

### Tree-Ising fixes language models by repairing weights with sparse discrete optimization over BF16 weights to adjust reasoning loops; weight-space programming and GPT-6 Astra demonstrations are cited.

- Permalink: https://110010.art/d/5a1e512febf549d2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xthtwt/paper_treeising_repairing_language_models_with/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: [Paper] Tree-Ising: Repairing Language Models with Bit-Level Ising Edits
- Tags: [GPT-6](https://110010.art/tags/gpt-6/), [Qwen](https://110010.art/tags/qwen/)

Weight-space programming, introduced in recent MIT work by Takehi et al., enables a frontier LLM agent to read a network's weights and write a repair. Their GPT-6 Astra agent corrected the reasoning loops of...

Coverage:
- r/LocalLLaMA (2026-11-11): [[Paper] Tree-Ising: Repairing Language Models with Bit-Level Ising Edits](https://www.reddit.com/r/LocalLLaMA/comments/1xthtwt/paper_treeising_repairing_language_models_with/) -- lead source

### Nex-N2.6 released with reduced repetition; includes public FP8 weights (~321B parameters) and emphasis on reasoning loops and tool use compared with N2.5-Pro

- Permalink: https://110010.art/d/bf6e6214d7884fa1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xthiki/nexn26_is_out_the_update_is_mostly_about_getting/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Nex-N2.6 is out. The update is mostly about getting stuck less.
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Nex-N2.6 has public FP8 weights now: roughly 321B parameters, based on GLM-5.3-Flash. The part that caught my attention is the focus on reasoning loops and calling tools that don’t exist in the current environment....

Coverage:
- r/LocalLLaMA (2026-11-11): [Nex-N2.6 is out. The update is mostly about getting stuck less.](https://www.reddit.com/r/LocalLLaMA/comments/1xthiki/nexn26_is_out_the_update_is_mostly_about_getting/) -- lead source

### Oxford Mathematics in Conversation on AI: Ben Green and James Maynard [video]

- Permalink: https://110010.art/d/87722b197f984ad4/
- Original: https://www.youtube.com/watch?v=2GsuvsEg28o
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Oxford Mathematics in Conversation on AI – Ben Green and James Maynard [video]

Coverage:
- Hacker News (AI) (2026-11-11): [Oxford Mathematics in Conversation on AI – Ben Green and James Maynard [video]](https://news.ycombinator.com/item?id=50453056) -- lead source

### Show HN: Editmamei gives AI agents access to desktop Photoshop and GIMP

- Permalink: https://110010.art/d/cd147e24024246d5/
- Original: https://github.com/editmamei/editmamei
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Editmamei – Giving AI agents access to desktop Photoshop and GIMP

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Editmamei – Giving AI agents access to desktop Photoshop and GIMP](https://news.ycombinator.com/item?id=50453034) -- lead source

### Show HN: Episteme AI provides self-healing roadmaps with paywall and dead-link checks

- Permalink: https://110010.art/d/997d153894e84c19/
- Original: https://github.com/SreeNaresh1/episteme-ai
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Episteme AI – Self-healing roadmaps with paywall and dead-link checks

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Episteme AI – Self-healing roadmaps with paywall and dead-link checks](https://news.ycombinator.com/item?id=50453033) -- lead source

### Show HN: 6 of 10 AI-written patches failed to hold up in real C++ projects

- Permalink: https://110010.art/d/b379f87184c7430a/
- Original: https://unfix.dev/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: I checked 10 AI-written patches to real C++ projects – 6 didn't hold up

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: I checked 10 AI-written patches to real C++ projects – 6 didn't hold up](https://news.ycombinator.com/item?id=50453025) -- lead source

### Moderator ttkciar accused of abusing moderator powers in this sub, with posts removed and claims of worsening community experience

- Permalink: https://110010.art/d/7bcec1f13f0a490e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xthew3/mod_ttkciar_is_harassing_this_sub/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Mod ttkciar is harassing this sub

I will get straight to the point. I believe Moderator ttkciar is abusing his power as moderator in this sub and his decision are worsening the experience of our local AI community.  He has removed many of my posts...

Coverage:
- r/LocalLLaMA (2026-11-11): [Mod ttkciar is harassing this sub](https://www.reddit.com/r/LocalLLaMA/comments/1xthew3/mod_ttkciar_is_harassing_this_sub/) -- lead source

### No AI apps, companies, or resources discussed; corroborating coverage asks for examples of “No AI” options.

- Permalink: https://110010.art/d/14956a8aba8845ab/
- Original: https://news.ycombinator.com/item?id=50452986
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-11
- Original headline: Ask HN: "No AI" apps/companies/resources?

Coverage:
- Hacker News (AI) (2026-11-11): [Ask HN: "No AI" apps/companies/resources?](https://news.ycombinator.com/item?id=50452986) -- lead source
- Lobsters (AI) (2026-11-11): [What are some "No AI" apps/companies/resources you know of?](https://lobste.rs/s/nld6x3/what_are_some_no_ai_apps_companies)

### Show HN: Komrad – an AI agent that does not work for you

- Permalink: https://110010.art/d/bb94e9702b744105/
- Original: https://komr.ad/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Komrad – an AI agent that does not work for you](https://news.ycombinator.com/item?id=50452926) -- lead source

### Modernizing NetHack's C engine with .NET MAUI, Avalonia and a 31-tool AI advisor

- Permalink: https://110010.art/d/17377e1cf3974a10/
- Original: https://wiki.gnollhack.com/Guides/GnollHack,_Gnoll_Overseer,_and_GnollBench_for_Software_Engineers
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Modernizing NetHack's C engine with .NET MAUI, Avalonia and a 31-tool AI advisor](https://news.ycombinator.com/item?id=50452884) -- lead source

### Show HN: Outlier brings AI without the data center, private and offline on your Mac

- Permalink: https://110010.art/d/f34e5092696747f2/
- Original: https://outlier.host/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Outlier, AI without the data center, private and offline on your Mac

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Outlier, AI without the data center, private and offline on your Mac](https://news.ycombinator.com/item?id=50452829) -- lead source

### Kodelyth ECC: 71 AI agents and MCP, 55% token cuts for Claude Code

- Permalink: https://110010.art/d/c83bd482639c4759/
- Original: https://ecc.kodelyth.com
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Kodelyth ECC – 71 AI agents and MCP and 55% token cuts for Claude Code
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Kodelyth ECC – 71 AI agents and MCP and 55% token cuts for Claude Code](https://news.ycombinator.com/item?id=50452711) -- lead source

### You can train your own LLMs with less memory on gaming GPUs, including a 27B model on a 3090 with 24GB VRAM.

- Permalink: https://110010.art/d/a2f48167b69f49dc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtgnh9/you_can_now_train_your_own_llms_with_less_memory/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: You can now train your own LLMs with less memory, on your gaming GPUs
- Tags: [Qwen](https://110010.art/tags/qwen/)

TL;DR: You can train your own 27B model on a 3090 with 24GB VRAM, though you would have to go through hundreds of billions of tokens for it to be good. I am working on conversion of existing models. Check repos for...

Coverage:
- r/LocalLLaMA (2026-11-11): [You can now train your own LLMs with less memory, on your gaming GPUs](https://www.reddit.com/r/LocalLLaMA/comments/1xtgnh9/you_can_now_train_your_own_llms_with_less_memory/) -- lead source

### IFM releases K2 Horizon models ranging from 0.9B to 375B with MoE and Dense variants, including a 7B variant; user notes open-source status and comparisons to Ornith 1.5 and A4B variants.

- Permalink: https://110010.art/d/e27e80b720004268/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtgii5/how_are_the_k2_horizon_models/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: How are the K2 Horizon Models ?

I just recently came across these K2 models, by a lab called IFM. They range from 0.9B to 375b with a mixture of MoE and Dense models. I checked out the 7b variant, it seemed good and it’s 35B A4B seems to a better...

Coverage:
- r/LocalLLaMA (2026-11-11): [How are the K2 Horizon Models ?](https://www.reddit.com/r/LocalLLaMA/comments/1xtgii5/how_are_the_k2_horizon_models/) -- lead source

### Show HN: Aiproxy redacts PII locally before it reaches Claude/OpenAI

- Permalink: https://110010.art/d/bc5b3e1f29b94d06/
- Original: https://github.com/cucooOnGithub/aiproxy
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Aiproxy – Redact PII locally before it reaches Claude/OpenAI
- Tags: [Claude](https://110010.art/tags/claude/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Aiproxy – Redact PII locally before it reaches Claude/OpenAI](https://news.ycombinator.com/item?id=50452539) -- lead source

### Grok API text watermarking is now off by default

- Permalink: https://110010.art/d/58eef500b85545f2/
- Original: https://docs.x.ai/developers/advanced-api-usage/watermarking
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Grok API text watermarking is now 'off' by default
- Tags: [Grok](https://110010.art/tags/grok/)

Coverage:
- Hacker News (AI) (2026-11-11): [Grok API text watermarking is now 'off' by default](https://news.ycombinator.com/item?id=50452504) -- lead source

### We need more science in the judgment of AI

- Permalink: https://110010.art/d/88ca8a4892734305/
- Original: https://livingsystems.substack.com/p/we-need-more-science-in-the-judgment
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [We need more science in the judgment of AI](https://news.ycombinator.com/item?id=50452466) -- lead source

### Show HN: Agent Buddies – swappable animated characters for AI agents

- Permalink: https://110010.art/d/e1957233b9de4c63/
- Original: https://izr8809.github.io/agent-buddies/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Agent Buddies – Swappable animated characters for AI agents

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Agent Buddies – Swappable animated characters for AI agents](https://news.ycombinator.com/item?id=50452457) -- lead source

### Model Desk enables a local-first multi-provider AI workspace shared via URL-sharer

- Permalink: https://110010.art/d/45a3aac5b6de4aa5/
- Original: https://mrthp.github.io/model-desk/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Model Desk – A local-first multi-provider AI workspaceShared via URL-sharer

Coverage:
- Hacker News (AI) (2026-11-11): [Model Desk – A local-first multi-provider AI workspaceShared via URL-sharer](https://news.ycombinator.com/item?id=50452440) -- lead source

### Show HN: Allow individuals to sell traces to AI labs

- Permalink: https://110010.art/d/9c792f1acb304d1b/
- Original: https://velen.sh
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Allow individuals to sell traces to AI labs](https://news.ycombinator.com/item?id=50452362) -- lead source

### Qwen 4 demonstrates Flappy Bird game test with a single prompt

- Permalink: https://110010.art/d/91b5c1149d5d418c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtfmlq/qwen_4_flappy_bird_game_test_single_prompt/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Qwen 4 Flappy Bird Game Test, single prompt.
- Tags: [Qwen](https://110010.art/tags/qwen/)

This is the most impressive I've seen any model make this game including other frontier models with a single prompt. Qwen 4 is impressive.     submitted by    /u/geniusghost07   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [Qwen 4 Flappy Bird Game Test, single prompt.](https://www.reddit.com/r/LocalLLaMA/comments/1xtfmlq/qwen_4_flappy_bird_game_test_single_prompt/) -- lead source

### QFN users report no performance or intelligence decline after disabling preserve_thinking; tests show cleaner context windows and no preservation of thinking in API use

- Permalink: https://110010.art/d/9b65e28e190c4726/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtf9xp/anyone_else_not_using_using_preserve_thinking/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Anyone else not using using "preserve_thinking" ?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

I am running QFN, and I have disabled preserve_thinking by default on all my tests for C++ backend and front-end programming and I have yet to see any decline in performance or intelligence, my context window stays...

Coverage:
- r/LocalLLaMA (2026-11-11): [Anyone else not using using "preserve_thinking" ?](https://www.reddit.com/r/LocalLLaMA/comments/1xtf9xp/anyone_else_not_using_using_preserve_thinking/) -- lead source

### Show HN: Pots – open-source Grok Bot alternative used by six startups for a month

- Permalink: https://110010.art/d/9518937d3ddd4c09/
- Original: https://github.com/Crokily/pi-durable-bot
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Pots – Open-source Grok Bot alternative, used by 6 startups for a month
- Tags: [Grok](https://110010.art/tags/grok/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Pots – Open-source Grok Bot alternative, used by 6 startups for a month](https://news.ycombinator.com/item?id=50452040) -- lead source

### Why didn't The Bible warn about AI?

- Permalink: https://110010.art/d/7fbf05bb19084f6c/
- Original: https://news.ycombinator.com/item?id=50452019
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Ask HN: Why didn't The Bible warn/tell us about AI?

Coverage:
- Hacker News (AI) (2026-11-11): [Ask HN: Why didn't The Bible warn/tell us about AI?](https://news.ycombinator.com/item?id=50452019) -- lead source

### The problem of AI agent governance

- Permalink: https://110010.art/d/64f7cf731fed47f0/
- Original: https://www.sinapsdata.com.br/en
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI Agents in Multicultural Teams: Will We Need a Global ID?

Coverage:
- Hacker News (AI) (2026-11-11): [AI Agents in Multicultural Teams: Will We Need a Global ID?](https://news.ycombinator.com/item?id=50451998) -- lead source

### Ernie 5.5 Flash will be released in two weeks.

- Permalink: https://110010.art/d/0f1e84ac48c345c8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xted8w/ernie_55_flash_will_be_released_in_two_weeks/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Ernie 5.5 Flash will be released in two weeks

https://x.com/Baidu_Inc/status/2120391732248637734?s=19    submitted by    /u/jacek2023   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [Ernie 5.5 Flash will be released in two weeks](https://www.reddit.com/r/LocalLLaMA/comments/1xted8w/ernie_55_flash_will_be_released_in_two_weeks/) -- lead source

### LDSBot, an AI LDS chatbot

- Permalink: https://110010.art/d/723105f3f60b4b23/
- Original: https://exponentii.org/blog/tbm-2-0-meet-ldsbot/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: LDSBot, an AI LDS Chatbot

Coverage:
- Hacker News (AI) (2026-11-11): [LDSBot, an AI LDS Chatbot](https://news.ycombinator.com/item?id=50451756) -- lead source

### Show HN: Halyard is a Mac and iPhone app for AI agents in tmux, with nothing to install

- Permalink: https://110010.art/d/487d56d3e91d48f4/
- Original: https://apps.apple.com/us/app/halyard-ai-agent-terminal/id6809046638
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Halyard – Mac and iPhone app for AI agents in tmux, nothing to install

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Halyard – Mac and iPhone app for AI agents in tmux, nothing to install](https://news.ycombinator.com/item?id=50451752) -- lead source

### The Jevons paradox explains why AI will create more software.

- Permalink: https://110010.art/d/d8d25b7f6c99499e/
- Original: https://hrih.si/articles/the-jevons-paradox-has-a-second-half/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Jevons Paradox Explains Why AI Will Create More Software

Coverage:
- Hacker News (AI) (2026-11-11): [The Jevons Paradox Explains Why AI Will Create More Software](https://news.ycombinator.com/item?id=50451712) -- lead source

### NVIDIA cancels GeForce RTX 5080 24GB launch and brings back 16GB model over GDDR7 costs

- Permalink: https://110010.art/d/9e5c74510e3b4258/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtdwps/nvidia_reportedly_cancels_geforce_rtx_5080_24gb/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: NVIDIA reportedly cancels GeForce RTX 5080 24GB launch, brings back 16GB model over GDDR7 costs
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

submitted by    /u/Norwood_Reaper_   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [NVIDIA reportedly cancels GeForce RTX 5080 24GB launch, brings back 16GB model over GDDR7 costs](https://www.reddit.com/r/LocalLLaMA/comments/1xtdwps/nvidia_reportedly_cancels_geforce_rtx_5080_24gb/) -- lead source

### Phala Confidential AI compromised

- Permalink: https://110010.art/d/9f5ef002cc184f0d/
- Original: https://phala.com/posts/phala-november-preliminary-incident-report
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Phala Confidential AI Compromised

Coverage:
- Hacker News (AI) (2026-11-11): [Phala Confidential AI Compromised](https://news.ycombinator.com/item?id=50451488) -- lead source

### AI companion that matches humans

- Permalink: https://110010.art/d/91a07dd08183439a/
- Original: https://kindredso.social
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [AI companion that matches humans](https://news.ycombinator.com/item?id=50451466) -- lead source

### Vera is a code indexing and search tool for AI coding agents, developed over a year; Pampax and PAMPA were earlier experiments that the author ultimately halted.

- Permalink: https://110010.art/d/7558c34fcb3b4c67/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtdmrx/vera_a_code_indexing_and_search_tool_a_year_later/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Vera, a code indexing and search tool, a year later

Wanted to share a project I've been working on for almost a year now. A code indexing and search tool I've been building primarily for AI coding agents, called Vera. https://github.com/VeraTools/vera I originally...

Coverage:
- r/LocalLLaMA (2026-11-11): [Vera, a code indexing and search tool, a year later](https://www.reddit.com/r/LocalLLaMA/comments/1xtdmrx/vera_a_code_indexing_and_search_tool_a_year_later/) -- lead source

### AI flyer designer generates designs with code rather than images

- Permalink: https://110010.art/d/fd13826dd4f74b14/
- Original: https://www.tryanvil.dev/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: An AI flyer designer that generates designs with code, not images

Coverage:
- Hacker News (AI) (2026-11-11): [An AI flyer designer that generates designs with code, not images](https://news.ycombinator.com/item?id=50451337) -- lead source

### Bootstrapped AI startup operates with almost zero operating costs

- Permalink: https://110010.art/d/8f76c274666a4bb0/
- Original: https://dmv.is-a.dev/writing/how-we-run-a-bootstrapped-ai-startup-on-almost-zero-operating-costs
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: We Run a Bootstrapped AI Startup on Almost Zero Operating Costs

Coverage:
- Hacker News (AI) (2026-11-11): [We Run a Bootstrapped AI Startup on Almost Zero Operating Costs](https://news.ycombinator.com/item?id=50451335) -- lead source

### SenseNova-U1.5-8B-MoT provides illustrated step-by-step guide for making a closed terrarium, outputting eight pictures interleaved with the text

- Permalink: https://110010.art/d/486ad8cc5cec4043/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtdft2/asked_sensenovau158bmot_how_to_make_a_closed/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Asked SenseNova-U1.5-8B-MoT how to make a closed terrarium, and it drew a picture for every step

I gave it one prompt: "How do I make a small closed terrarium in a glass jar? Please give me a beginner-friendly illustrated step-by-step guide." What came back was a normal written guide with eight pictures placed...

Coverage:
- r/LocalLLaMA (2026-11-11): [Asked SenseNova-U1.5-8B-MoT how to make a closed terrarium, and it drew a picture for every step](https://www.reddit.com/r/LocalLLaMA/comments/1xtdft2/asked_sensenovau158bmot_how_to_make_a_closed/) -- lead source

### America helped China catch up in the AI race; Kai-Fu Lee features in video

- Permalink: https://110010.art/d/80586a6d5d764fba/
- Original: https://www.youtube.com/watch?v=3FggIG156Ds
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: America Helped China Catch Up in the AI Race Ft. Kai-Fu Lee [video]

Coverage:
- Hacker News (AI) (2026-11-11): [America Helped China Catch Up in the AI Race Ft. Kai-Fu Lee [video]](https://news.ycombinator.com/item?id=50451199) -- lead source

### OSS projects ban AI-generated contributions

- Permalink: https://110010.art/d/d8cf11b06d6f4377/
- Original: https://osssaysno.com
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: OSS projects banning AI-generated contributions

Coverage:
- Hacker News (AI) (2026-11-11): [OSS projects banning AI-generated contributions](https://news.ycombinator.com/item?id=50451102) -- lead source

### Qwen4-Max Preview available via API access; no weights release information yet

- Permalink: https://110010.art/d/2a4cdad598dc466b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtcrgm/qwen4max_preview_is_out_on_api_access_no_word_on/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Qwen4-Max Preview is out on API access. No word on weights release yet
- Tags: [Qwen](https://110010.art/tags/qwen/)

I don't fuckin' know, better than opus 5 and 6.1 terra people say. We'll see    submitted by    /u/Dany0   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [Qwen4-Max Preview is out on API access. No word on weights release yet](https://www.reddit.com/r/LocalLLaMA/comments/1xtcrgm/qwen4max_preview_is_out_on_api_access_no_word_on/) -- lead source
- r/LocalLLaMA (2026-11-11): [Qwen4 open weights not soon?](https://www.reddit.com/r/LocalLLaMA/comments/1xtfk3n/qwen4_open_weights_not_soon/)

### I'd rather use AI than Ansible

- Permalink: https://110010.art/d/d9dd24478c664a5e/
- Original: https://news.ycombinator.com/item?id=50451010
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [I'd rather use AI than Ansible](https://news.ycombinator.com/item?id=50451010) -- lead source

### Proton keeps your data secure in the age of AI

- Permalink: https://110010.art/d/d4918dbda98d4510/
- Original: https://proton.me/blog/how-proton-keeps-your-data-secure
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Proton keeps your data secure in the age of AI](https://news.ycombinator.com/item?id=50451004) -- lead source

### Sustainable AI: the economics of intelligence

- Permalink: https://110010.art/d/fe433b16ffde4208/
- Original: https://muse.ai/s/sustainable-ai-the-economics-of-zxb68xexo9xsxrxuxb/ivDVErp6tuZh10FyjHbfrov4tcOPKcS3ilSk2uI2uIk
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Sustainable AI: The Economics of Intelligence

Coverage:
- Hacker News (AI) (2026-11-11): [Sustainable AI: The Economics of Intelligence](https://news.ycombinator.com/item?id=50450996) -- lead source

### AI Nelo Image: OpenAI researchers propose an approach to visual content generation using diffusion models

- Permalink: https://110010.art/d/77338b0f446d4383/
- Original: https://neloimage.com
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI Nelo Image

Coverage:
- Hacker News (AI) (2026-11-11): [AI Nelo Image](https://news.ycombinator.com/item?id=50450815) -- lead source

### Stabl: Societal transformation and AI bottlenecks lab

- Permalink: https://110010.art/d/a207f76054a848d3/
- Original: https://stabl.ai/
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [Stabl: Societal transformation and AI bottlenecks lab](https://news.ycombinator.com/item?id=50450695) -- lead source

### AI and original intentionality

- Permalink: https://110010.art/d/81ac0cbfe05244d6/
- Original: https://johnoestmannmusic.com/ai-and-original-intentionality/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI and Original Intentionality

Coverage:
- Hacker News (AI) (2026-11-11): [AI and Original Intentionality](https://news.ycombinator.com/item?id=50450574) -- lead source

### VirtualTryOn enables AI-based try-on for clothes, glasses, rings, and hairstyles

- Permalink: https://110010.art/d/7d6bf3a72b084c8d/
- Original: https://virtualtryon.pro/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: VirtualTryOn – AI try-on for clothes, glasses, rings, and hairstyles

Coverage:
- Hacker News (AI) (2026-11-11): [VirtualTryOn – AI try-on for clothes, glasses, rings, and hairstyles](https://news.ycombinator.com/item?id=50450550) -- lead source

### ZONOS3-Mini is Zyphra’s compact, open-source text-to-speech model with 100M parameters, real-time browser-enabled performance, and voice cloning capabilities

- Permalink: https://110010.art/d/651f6e84757a40d7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtb9gw/zyphrazonos3mini_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Zyphra/ZONOS3-Mini · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

ZONOS3-Mini is Zyphra’s compact, open-source text-to-speech model, delivering natural reliable speech and high-fidelity voice cloning with just 100 million active parameters. It runs in real time on phones and...

Coverage:
- r/LocalLLaMA (2026-11-11): [Zyphra/ZONOS3-Mini · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xtb9gw/zyphrazonos3mini_hugging_face/) -- lead source

### PAN 2: a general-purpose world model that simulates outcomes of actions as up to 20-second videos for simulative reasoning

- Permalink: https://110010.art/d/e052ed2e8a4b47b3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xtb199/ifmpan2_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: IFM/PAN2 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Overview PAN 2 is a general-purpose world model: it simulates how the world will change in response to actions. Given a current observation (an optional image plus text) and actions described in text, it simulates...

Coverage:
- r/LocalLLaMA (2026-11-11): [IFM/PAN2 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xtb199/ifmpan2_hugging_face/) -- lead source

### AI cracks a quantum computing bottleneck

- Permalink: https://110010.art/d/ed15ae08f6d449f9/
- Original: https://arxiv.org/abs/2611.08151
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI Cracks a Quantum Computing Bottleneck

Coverage:
- Hacker News (AI) (2026-11-11): [AI Cracks a Quantum Computing Bottleneck](https://news.ycombinator.com/item?id=50450387) -- lead source

### Anthropic unveils Claude Whiteboards, Claude Sheets, and Claude Data

- Permalink: https://110010.art/d/654fd5c8b5bb4d05/
- Original: https://aidr.today/aa9b294e?lang=en
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Anthropic Unveils Claude Whiteboards, Claude Sheets, and Claude Data
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Anthropic Unveils Claude Whiteboards, Claude Sheets, and Claude Data](https://news.ycombinator.com/item?id=50450286) -- lead source

### Generative AI enables temporary upskilling of knowledge workers

- Permalink: https://110010.art/d/91d9f58ad2de446f/
- Original: https://www.nature.com/articles/s41562-026-02566-6
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Generative AI and the temporary upskilling of knowledge workers

Coverage:
- Hacker News (AI) (2026-11-11): [Generative AI and the temporary upskilling of knowledge workers](https://news.ycombinator.com/item?id=50450254) -- lead source

### Brazil's AI development strategy needs an edge layer, TechPolicy.Press reports

- Permalink: https://110010.art/d/275bd3d0cc194710/
- Original: https://www.techpolicy.press/brazils-ai-development-strategy-needs-an-edge-layer/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Brazil's AI Development Strategy Needs an Edge Layer – TechPolicy.Press

Coverage:
- Hacker News (AI) (2026-11-11): [Brazil's AI Development Strategy Needs an Edge Layer – TechPolicy.Press](https://news.ycombinator.com/item?id=50450232) -- lead source

### Wake me up when AI can explain its decisions; arXiv paper proposes inductive logic programming for explainable reinforcement learning

- Permalink: https://110010.art/d/6f2431f4f77d4db6/
- Original: https://stoppels.ch/2026/10/03/wake-me-up-when-ai-can.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Wake me up when AI can...

Coverage:
- Hacker News (AI) (2026-11-11): [Wake me up when AI can...](https://news.ycombinator.com/item?id=50440657) -- lead source

### llama.cpp: add FP8 KV-cache

- Permalink: https://110010.art/d/616b7ee70910407b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt9o3t/llamacpp_add_fp8_kvcache/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: llama.cpp: Add FP8 KV-cache
- Tags: [Llama](https://110010.art/tags/llama/)

submitted by    /u/Kahvana   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [llama.cpp: Add FP8 KV-cache](https://www.reddit.com/r/LocalLLaMA/comments/1xt9o3t/llamacpp_add_fp8_kvcache/) -- lead source

### C# and .NET comprise the unexpected AI stack.

- Permalink: https://110010.art/d/6eb0b7f468ac4c83/
- Original: https://chrlschn.dev/blog/2026/08/the-unexpected-ai-stack-csharp-dotnet-part-1/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Unexpected AI Stack: C# + .NET

Coverage:
- Hacker News (AI) (2026-11-11): [The Unexpected AI Stack: C# + .NET](https://news.ycombinator.com/item?id=50450044) -- lead source

### Cognizant dedicates more than 25,000 professionals to Claude delivery

- Permalink: https://110010.art/d/f387e558ab71438d/
- Original: https://finance.yahoo.com/technology/ai/articles/cognizant-dedicates-more-25-000-113000969.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Cognizant dedicates more than 25000 professionals to Claude delivery
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Cognizant dedicates more than 25000 professionals to Claude delivery](https://news.ycombinator.com/item?id=50450003) -- lead source

### The AI arms race is not inevitable; it is profitable.

- Permalink: https://110010.art/d/6cb63c4278b34af0/
- Original: https://ai-frontiers.org/articles/the-ai-arms-race-is-not-inevitable-its-just-profitable
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The AI Arms Race Is Not Inevitable. It's Just Profitable

Coverage:
- Hacker News (AI) (2026-11-11): [The AI Arms Race Is Not Inevitable. It's Just Profitable](https://news.ycombinator.com/item?id=50449979) -- lead source

### AI coding CLI tools to try beyond Claude Code and Codex

- Permalink: https://110010.art/d/e5802677cfc14c9e/
- Original: https://medium.com/@ajseven/7-ai-coding-cli-tools-to-try-beyond-claude-code-and-codex-e95155e153bd7AICodingCLIToolstoTryBeyondClaudeCodeandCodex
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI Coding CLI Tools to Try Beyond Claude Code and Codex
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [AI Coding CLI Tools to Try Beyond Claude Code and Codex](https://news.ycombinator.com/item?id=50449883) -- lead source

### Why AI.Engineer talks, transcripts, and presentations are not available for attendees

- Permalink: https://110010.art/d/f450eafe27aa49f1/
- Original: https://news.ycombinator.com/item?id=50449728
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Why are AI.Engineer talks/transcripts/presentations not available for attendes?

Coverage:
- Hacker News (AI) (2026-11-11): [Why are AI.Engineer talks/transcripts/presentations not available for attendes?](https://news.ycombinator.com/item?id=50449728) -- lead source

### Ant Group open-sources tactile AI model for robot hands with Robbyant

- Permalink: https://110010.art/d/3fb037f5ad294e05/
- Original: https://technode.com/2026/11/10/ant-groups-robbyant-open-sources-tactile-ai-model-for-robot-hands/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Ant Group's Robbyant open-sources tactile AI model for robot hands

Coverage:
- Hacker News (AI) (2026-11-11): [Ant Group's Robbyant open-sources tactile AI model for robot hands](https://news.ycombinator.com/item?id=50449546) -- lead source

### Controlling your AI agents from a game handheld.

- Permalink: https://110010.art/d/071983dde4224f0e/
- Original: https://blog.codepipes.com/llms/ai-agents-handheld.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Controlling your AI agents from a game handheld

Coverage:
- Hacker News (AI) (2026-11-11): [Controlling your AI agents from a game handheld](https://news.ycombinator.com/item?id=50449353) -- lead source

### ComfyUI v0.45.0 released

- Permalink: https://110010.art/d/2641bf49b12c4722/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt6uwd/comfyui_v0450_released/
- Source: r/LocalLLaMA
- Published: 2026-11-11

submitted by    /u/Fcking_Chuck   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [ComfyUI v0.45.0 released](https://www.reddit.com/r/LocalLLaMA/comments/1xt6uwd/comfyui_v0450_released/) -- lead source

### GLM-5.3-flash makes many mistakes compared with Opus 5.5 and Deepseek-4.1-flash

- Permalink: https://110010.art/d/1feb15de71a74f93/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt6toe/glm53flash_mistakes/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: GLM-5.3-flash mistakes
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Claude Opus](https://110010.art/tags/claude-opus/)

Just curious what other people’s opinions are with GLM-5.3-flash. Compared with opus 5.5 and deepseek-4.1-flash, I find that it makes a lot of mistakes. I generally think I it’s pretty good other than the random...

Coverage:
- r/LocalLLaMA (2026-11-11): [GLM-5.3-flash mistakes](https://www.reddit.com/r/LocalLLaMA/comments/1xt6toe/glm53flash_mistakes/) -- lead source

### GLB-3D-Coder: fine-tuned Qwen3-1.7B for Godot; 1.83 GB Q8 GGUF aimed at CPU/limited VRAM users after 4B GLB model, with same workflow to export GLB into Godot or other editors

- Permalink: https://110010.art/d/0e4fe76b2223465e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt6rc7/glb3dcoder_i_tried_making_a_17b_version_for_godot/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: [GLB-3D-Coder] I tried making a 1.7B version for Godot

After posting the 4B GLB model here, I wanted to see how far I could get with something smaller. I fine-tuned Qwen3-1.7B for the same job. The Q8 GGUF is 1.83 GB, so this one is aimed at people trying it on CPU or...

Coverage:
- r/LocalLLaMA (2026-11-11): [[GLB-3D-Coder] I tried making a 1.7B version for Godot](https://www.reddit.com/r/LocalLLaMA/comments/1xt6rc7/glb3dcoder_i_tried_making_a_17b_version_for_godot/) -- lead source

### Show HN: Daily GPU rental prices across AWS, Azure, RunPod and Vast.ai

- Permalink: https://110010.art/d/e4371eaacd79409b/
- Original: https://taipeiledger.com/gpu/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: Daily GPU Rental Prices Across AWS, Azure, RunPod and Vast.ai

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Daily GPU Rental Prices Across AWS, Azure, RunPod and Vast.ai](https://news.ycombinator.com/item?id=50449232) -- lead source

### Fable creates a Pac-Man in HTML pixel art style; user prompts persist despite additional prompting

- Permalink: https://110010.art/d/417fde3b054a452b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt68y7/pacman_benchmark/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Pac-Man Benchmark

Prompt: "create pacman in html in a pixel art style" Even after some additional prodding, this is all Fable would give me.    submitted by    /u/neverbyte   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-11): [Pac-Man Benchmark](https://www.reddit.com/r/LocalLLaMA/comments/1xt68y7/pacman_benchmark/) -- lead source

### Qwen4 preview now live on Alibaba Token Plan with Qwen4-Max at up to 90% off across Qwen Office, Qoder, Qwen App, and QwenStudio

- Permalink: https://110010.art/d/e3b2ae0bc1384081/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt5q27/qwen4_is_coming_preview_now_live_on_alibaba_token/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: Qwen4 Is Coming — Preview Now Live on Alibaba Token Plan
- Tags: [Alibaba](https://110010.art/tags/alibaba/), [Qwen](https://110010.art/tags/qwen/)

The next-gen Qwen4 is almost here, with deeper knowledge, a richer understanding of the world, and stronger coding and agentic capabilities. Qwen4-Max Preview is now available on Alibaba Token Plan at up to 90% off...

Coverage:
- r/LocalLLaMA (2026-11-11): [Qwen4 Is Coming — Preview Now Live on Alibaba Token Plan](https://www.reddit.com/r/LocalLLaMA/comments/1xt5q27/qwen4_is_coming_preview_now_live_on_alibaba_token/) -- lead source
- r/LocalLLaMA (2026-11-11): [Qwen4-Max released on API with 80% discount](https://www.reddit.com/r/LocalLLaMA/comments/1xt9wd9/qwen4max_released_on_api_with_80_discount/)
- r/LocalLLaMA (2026-11-11): [qwen4-max-preview on qwencloud](https://www.reddit.com/r/LocalLLaMA/comments/1xtckm8/qwen4maxpreview_on_qwencloud/)

### Why Ramp AI Index doesn’t include OpenRouter or other aggregators; discussion questions the selection criteria

- Permalink: https://110010.art/d/9c58ad086a484508/
- Original: https://news.ycombinator.com/item?id=50449024
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Ask HN: Why doesn't Ramp AI Index include OpenRouter or other aggregators?

Coverage:
- Hacker News (AI) (2026-11-11): [Ask HN: Why doesn't Ramp AI Index include OpenRouter or other aggregators?](https://news.ycombinator.com/item?id=50449024) -- lead source

### A company inside an AI harness

- Permalink: https://110010.art/d/f575fd618f9f4003/
- Original: https://restless.run/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Show HN: A company running in an AI harness

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: A company running in an AI harness](https://news.ycombinator.com/item?id=50448988) -- lead source

### How to be a good farrier: what the car teaches us about AI and your job

- Permalink: https://110010.art/d/558135b3ff004af6/
- Original: https://www.sethserver.com/ai/how-to-be-a-good-farrier.html
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: How to Be a Good Farrier: What the Car Teaches Us About AI and Your Job

Coverage:
- Hacker News (AI) (2026-11-11): [How to Be a Good Farrier: What the Car Teaches Us About AI and Your Job](https://news.ycombinator.com/item?id=50448905) -- lead source

### Could AI leaders become as powerful as Ford or Rockefeller?

- Permalink: https://110010.art/d/df65eba52d114775/
- Original: https://www.economist.com/business/2026/04/16/could-ais-leading-men-become-as-powerful-as-ford-or-rockefeller
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Could AI's leading men become as powerful as Ford or Rockefeller?

Coverage:
- Hacker News (AI) (2026-11-11): [Could AI's leading men become as powerful as Ford or Rockefeller?](https://news.ycombinator.com/item?id=50448875) -- lead source

### Yahoo bets on its new AI across search and all services

- Permalink: https://110010.art/d/8f87903ede014d15/
- Original: https://www.fastcompany.com/91637528/yahoo-scout-new-search-ux
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Yahoo is betting the house on its new AI, from search to all its services

Coverage:
- Hacker News (AI) (2026-11-11): [Yahoo is betting the house on its new AI, from search to all its services](https://news.ycombinator.com/item?id=50448769) -- lead source

### InkVoice turns EPUB and PDF files into local audiobooks with on-device TTS; reads files aloud without uploading, highlights current word, and supports up to 2.5x speed on Windows and Linux.

- Permalink: https://110010.art/d/8f07ba94219c4c63/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt4bnl/i_built_a_free_app_that_turns_epub_and_pdf_books/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: I built a free app that turns EPUB and PDF books into audiobooks on your own computer locally with State of the art tiny TTS models

InkVoice reads your own EPUB and PDF files aloud using local text-to-speech voices, so nothing gets uploaded and there's no account or subscription. A few things I focused on: The word being spoken stays highlighted,...

Coverage:
- r/LocalLLaMA (2026-11-11): [I built a free app that turns EPUB and PDF books into audiobooks on your own computer locally with State of the art tiny TTS models](https://www.reddit.com/r/LocalLLaMA/comments/1xt4bnl/i_built_a_free_app_that_turns_epub_and_pdf_books/) -- lead source

### AI proved your code correct; what did it prove?

- Permalink: https://110010.art/d/2c97821b561742ea/
- Original: https://kellerai.io/resources/ai-proved-your-code-correct
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI proved your code correct. What did it actually prove?

Coverage:
- Hacker News (AI) (2026-11-11): [AI proved your code correct. What did it actually prove?](https://news.ycombinator.com/item?id=50448519) -- lead source

### The four tiers of AI intelligence

- Permalink: https://110010.art/d/42766e8bf3174eb4/
- Original: https://blog.coship.fyi/blog/ai-tiers/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: The Four Tiers of AI Intelligence

Coverage:
- Hacker News (AI) (2026-11-11): [The Four Tiers of AI Intelligence](https://news.ycombinator.com/item?id=50448477) -- lead source

### Show HN: Mimzie, an agent-neutral alternative to the Claude Suite/Claude Cowork

- Permalink: https://110010.art/d/4462ed51137047a4/
- Original: https://mimzie.com/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-11): [Show HN: Mimzie, an agent-neutral alternative to the Claude Suite/Claude Cowork](https://news.ycombinator.com/item?id=50448283) -- lead source

### AI-Lost In The Middle, possible solution

- Permalink: https://110010.art/d/ebde9af8d39e4004/
- Original: https://zenodo.org/records/23686384
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Exploring AI Contextual Coherence Across 500K+ Words and 1,788 Messages

Coverage:
- Hacker News (AI) (2026-11-11): [Exploring AI Contextual Coherence Across 500K+ Words and 1,788 Messages](https://news.ycombinator.com/item?id=50448276) -- lead source

### Zero-dependency streaming Markdown renderer for AI chat replies; claims × faster than the next fastest benchmarked option

- Permalink: https://110010.art/d/03ecf7ec22de4d25/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt3hjd/i_built_a_zerodependency_streaming_markdown/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Original headline: I built a zero-dependency streaming Markdown renderer for AI chat replies, n× faster than the next one I benchmarked

I've been building chat UIs for agents and kept running into the same issues with react-markdown: it re-parses the whole reply on every token, so long answers get noticeably slower, and you see raw ** and half-typed...

Coverage:
- r/LocalLLaMA (2026-11-11): [I built a zero-dependency streaming Markdown renderer for AI chat replies, n× faster than the next one I benchmarked](https://www.reddit.com/r/LocalLLaMA/comments/1xt3hjd/i_built_a_zerodependency_streaming_markdown/) -- lead source

### Australia considers criminal charges against AI companies that fail to prevent harm

- Permalink: https://110010.art/d/0893787a6b4e4e00/
- Original: https://www.abc.net.au/news/2026-11-11/australia-considers-criminal-charges-for-ai-companies/107368676
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: Australia considers criminal charges for AI companies that fail to prevent harm

Coverage:
- Hacker News (AI) (2026-11-11): [Australia considers criminal charges for AI companies that fail to prevent harm](https://news.ycombinator.com/item?id=50448271) -- lead source
- Hacker News (AI) (2026-11-11): [Australia considers criminal penalties for rogue AI in wake of OpenAI hack](https://news.ycombinator.com/item?id=50452677)

### US regulator postpones Wall Street push to trade AI computing futures

- Permalink: https://110010.art/d/9f1887a2260c4249/
- Original: https://www.ft.com/content/269b0245-44c4-4e34-94df-202bef642539
- Source: Hacker News (AI)
- Published: 2026-11-11

Coverage:
- Hacker News (AI) (2026-11-11): [US regulator postpones Wall Street push to trade AI computing futures](https://news.ycombinator.com/item?id=50448213) -- lead source

### AI is an information gateway; audiences still don’t want it making their news

- Permalink: https://110010.art/d/a613522572e44dec/
- Original: https://www.niemanlab.org/2026/11/ai-is-becoming-an-information-gateway-audiences-still-dont-want-it-making-their-news/
- Source: Hacker News (AI)
- Published: 2026-11-11
- Original headline: AI is becoming an information gateway. Audiences still don’t want it making news

Coverage:
- Hacker News (AI) (2026-11-11): [AI is becoming an information gateway. Audiences still don’t want it making news](https://news.ycombinator.com/item?id=50448174) -- lead source

### I baked xkcd-artist: a 1.72 MB Int8 ONNX browser model that plans 12-DOF stick-figure comics & charts in 0.55ms (zero garbled speech bubbles)

- Permalink: https://110010.art/d/e7413df898694bcc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt2x2d/i_baked_xkcdartist_a_172_mb_int8_onnx_browser/
- Source: r/LocalLLaMA
- Published: 2026-11-11
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Image diffusion models draw decent stick figures, yet speech-bubble text still melts into unreadable soup. Over the weekend I trained and quantized xkcd-artist to separate neural stage planning from vector ink...

Coverage:
- r/LocalLLaMA (2026-11-11): [I baked xkcd-artist: a 1.72 MB Int8 ONNX browser model that plans 12-DOF stick-figure comics & charts in 0.55ms (zero garbled speech bubbles)](https://www.reddit.com/r/LocalLLaMA/comments/1xt2x2d/i_baked_xkcdartist_a_172_mb_int8_onnx_browser/) -- lead source

### XeMaya, an Intel Arc inference engine, enables native running of DeepSeek V4.1 and GLM 5.3 via SYCL and Level Zero

- Permalink: https://110010.art/d/e4a6d0c521a6448f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt2mjk/xemaya_an_intel_arc_inference_engine_to_run/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: XeMaya, an Intel Arc inference engine to run DeepSeek V4.1 and GLM 5.3
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Llama](https://110010.art/tags/llama/)

I've been trying to get some of the newer MoE models running on my Intel Arc GPUs, mainly DeepSeek V4.1 Flash and GLM 5.3 Flash. Intel support for these models is still pretty limited, and while I could get some...

Coverage:
- r/LocalLLaMA (2026-11-10): [XeMaya, an Intel Arc inference engine to run DeepSeek V4.1 and GLM 5.3](https://www.reddit.com/r/LocalLLaMA/comments/1xt2mjk/xemaya_an_intel_arc_inference_engine_to_run/) -- lead source

### Show HN: Cinnamon – a household AI agent with private and shared context

- Permalink: https://110010.art/d/678119ba1b034cb2/
- Original: https://getcinnamon.ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Cinnamon AI – an agent for your household

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Cinnamon AI – an agent for your household](https://news.ycombinator.com/item?id=50447925) -- lead source

### Testing the new generation of AI-enabled fire-extinguishing drones

- Permalink: https://110010.art/d/6f78799e87294238/
- Original: https://www.npr.org/2026/11/10/nx-s1-6030962/testing-the-new-generation-of-ai-enabled-fire-extinguishing-drones
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Testing the new generation of AI-enabled fire-extinguishing drones](https://news.ycombinator.com/item?id=50447764) -- lead source

### Aegis Solis: AI Coexistence Research Dataset with 112 registered questions

- Permalink: https://110010.art/d/0ed8bcb759014f4c/
- Original: https://huggingface.co/datasets/AegisSolis/aegis-solis-hfc16m-public-beta
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Aegis Solis: AI Coexistence Research Dataset with 112 Registered Questions

Coverage:
- Hacker News (AI) (2026-11-10): [Aegis Solis: AI Coexistence Research Dataset with 112 Registered Questions](https://news.ycombinator.com/item?id=50447647) -- lead source

### Noah Smith and Azeem Azhar discuss the AI boom

- Permalink: https://110010.art/d/908dc95a19f44184/
- Original: https://www.noahpinion.blog/p/noah-smith-and-azeem-azhar-discuss
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Noah Smith and Azeem Azhar Discuss the AI Boom

Coverage:
- Hacker News (AI) (2026-11-10): [Noah Smith and Azeem Azhar Discuss the AI Boom](https://news.ycombinator.com/item?id=50447545) -- lead source

### From action to static descriptions: how using AI changed Jørn Lier Horst's style

- Permalink: https://110010.art/d/82e5b5d8d17c4ddf/
- Original: https://jilltxt.net/from-action-to-static-descriptions-how-using-ai-to-write-with-changed-jorn-lier-horsts-style/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: From action to static descriptions: How using AI changed Jørn Lier Horst's style

Coverage:
- Hacker News (AI) (2026-11-10): [From action to static descriptions: How using AI changed Jørn Lier Horst's style](https://news.ycombinator.com/item?id=50447434) -- lead source

### What tasks have you moved from cloud models to local models?

- Permalink: https://110010.art/d/5355e9b81f4341ab/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt0ah5/what_tasks_have_you_moved_from_cloud_models_to/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

There's a lot of discussion about running models locally, but I'm interested in what people actually use them for once the setup is done. Are there tasks where you've completely stopped using cloud models because a...

Coverage:
- r/LocalLLaMA (2026-11-10): [What tasks have you moved from cloud models to local models?](https://www.reddit.com/r/LocalLLaMA/comments/1xt0ah5/what_tasks_have_you_moved_from_cloud_models_to/) -- lead source

### Show HN: SketchUp compatible modeler with AI capabilities

- Permalink: https://110010.art/d/814f1b0377474ac5/
- Original: https://pushform.io/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: SketchUp compatible modeler with AI capabilities](https://news.ycombinator.com/item?id=50446986) -- lead source

### Custom inference per model per hardware is now possible; when will custom hardware for models appear?

- Permalink: https://110010.art/d/8521c3239632404d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xt059z/we_got_custom_inference_per_model_per_hardware/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: We got custom inference per model per hardware now. How long before we get custom hardware for model?

Is it possible to have a custom hardware designed (by ai) and open sourced that we can send for manufacturing for specific models? like for DSF 4.1F     submitted by    /u/catbluesgames   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [We got custom inference per model per hardware now. How long before we get custom hardware for model?](https://www.reddit.com/r/LocalLLaMA/comments/1xt059z/we_got_custom_inference_per_model_per_hardware/) -- lead source

### Humans are coming for AI's jobs.

- Permalink: https://110010.art/d/dc993f22b2854657/
- Original: https://www.youtube.com/watch?v=EMSQtqUIlXY
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: The humans are coming for AI's jobs

Coverage:
- Hacker News (AI) (2026-11-10): [The humans are coming for AI's jobs](https://news.ycombinator.com/item?id=50446919) -- lead source

### UK government AI strategy not tied to US models dominating current use

- Permalink: https://110010.art/d/1b0bbaa736ae4829/
- Original: https://www.computerweekly.com/news/366654593/UK-government-AI-strategy-not-tied-to-US-models-that-currently-dominate
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: UK government AI strategy not tied to US models that currently dominate

Coverage:
- Hacker News (AI) (2026-11-10): [UK government AI strategy not tied to US models that currently dominate](https://news.ycombinator.com/item?id=50446671) -- lead source

### AgentGuard provides transaction guardrails for AI agents that hold wallets.

- Permalink: https://110010.art/d/6bceb11ce49c4518/
- Original: https://github.com/Radmo3/agentguard
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AgentGuard – Transaction guardrails for AI agents that hold wallets

Coverage:
- Hacker News (AI) (2026-11-10): [AgentGuard – Transaction guardrails for AI agents that hold wallets](https://news.ycombinator.com/item?id=50446660) -- lead source

### Show HN: CodeLens AI-augmented code review tool

- Permalink: https://110010.art/d/2eef58a4fdc240c4/
- Original: https://github.com/blong8334/codeLens
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: CodeLens AI-Augmented Code Review Tool

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: CodeLens AI-Augmented Code Review Tool](https://news.ycombinator.com/item?id=50446651) -- lead source
- Hacker News (AI) (2026-11-11): [Revu – Code review in times of AI](https://news.ycombinator.com/item?id=50456123)

### Show HN: AI agents that barter your stuff for things you want

- Permalink: https://110010.art/d/b518a2f097274eff/
- Original: https://barterpilot.com/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI agents that barter your stuff for things you want](https://news.ycombinator.com/item?id=50446649) -- lead source

### Show HN: Notebook AI enables local-first meeting notes on Mac

- Permalink: https://110010.art/d/35819380df2c46ce/
- Original: https://github.com/sridharchaildn/notebook-ai
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Notebook AI – local-first meeting notes for Mac

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Notebook AI – local-first meeting notes for Mac](https://news.ycombinator.com/item?id=50446588) -- lead source

### Apple introduces new Mac app to simplify running local AI models

- Permalink: https://110010.art/d/4a007829dc0f4148/
- Original: https://9to5mac.com/2026/11/10/apple-has-new-mac-app-coming-to-make-running-local-ai-models-easy/
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-10
- Original headline: Apple has new Mac app coming to make running local AI models easy

Coverage:
- Hacker News (AI) (2026-11-10): [Apple has new Mac app coming to make running local AI models easy](https://news.ycombinator.com/item?id=50446520) -- lead source
- r/LocalLLaMA (2026-11-10): [Apple has new Mac app coming to make running local AI models easy](https://www.reddit.com/r/LocalLLaMA/comments/1xszbe7/apple_has_new_mac_app_coming_to_make_running/)
- Hacker News (AI) (2026-11-12): [Apple's Claris Testing 'Harbor' App for Local AI on Macs](https://news.ycombinator.com/item?id=50466118)

### JetBrains back to square one on no-AI IDE installs

- Permalink: https://110010.art/d/7cff1dbe303e44d2/
- Original: https://youtrack.jetbrains.com/issue/IJAI-3469
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [JetBrains back to square one on no-AI IDE installs](https://news.ycombinator.com/item?id=50446487) -- lead source

### Show HN: Aisync uses advisory file to prevent two AI agents from editing the same repo

- Permalink: https://110010.art/d/98c92592374f4f66/
- Original: https://github.com/MaxonT/aisync
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Aisync, advisory file claims so two AI agents don't edit one repo

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Aisync, advisory file claims so two AI agents don't edit one repo](https://news.ycombinator.com/item?id=50446378) -- lead source

### My AI is lazier than me; author decompiles and recompiles original Need for Speed Special Edition for MS-DOS on a MacBook Air using glm 5.3 flash and Hermes agent harnesses, noting high costs.

- Permalink: https://110010.art/d/42b8dc1ae39949d2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsytlk/my_ai_is_lazier_than_me/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: My AI is lazier than me

Let's start with my setup: I have 2 Sparks running glm 5.3 flash, and the harness is hermes agent running on a MacBook Air. While trying to justify all the money I spent (around 6500 euro for both machines, a long...

Coverage:
- r/LocalLLaMA (2026-11-10): [My AI is lazier than me](https://www.reddit.com/r/LocalLLaMA/comments/1xsytlk/my_ai_is_lazier_than_me/) -- lead source

### An AI agent said the code was verified; the evidence indicated otherwise.

- Permalink: https://110010.art/d/ddb1fd0de34840f2/
- Original: https://brian.biz/blog/ai-agents-verify/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: An AI agent said the code was verified. The evidence said otherwise

Coverage:
- Hacker News (AI) (2026-11-10): [An AI agent said the code was verified. The evidence said otherwise](https://news.ycombinator.com/item?id=50446314) -- lead source

### How do you care about a project that is predominately generated by AI?

- Permalink: https://110010.art/d/45b30dcdf9d142af/
- Original: https://news.ycombinator.com/item?id=50446309
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: How do you care about a project that is predominately generated by AI?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: How do you care about a project that is predominately generated by AI?](https://news.ycombinator.com/item?id=50446309) -- lead source

### Mac inference backend enables larger MoE models on Macs with SSD offloading and Apple Silicon optimizations; author seeks benchmarks from others on M-series Macs.

- Permalink: https://110010.art/d/88bc634ca77d473d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsyges/anyone_willing_to_benchmark_my_moe_runtime_on/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Anyone willing to benchmark my MoE runtime on their M-series Mac?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I've built an inference backend optimized for M-series Macs that makes it possible to run larger MoE models on machines without eating up all the RAM (for example, it can run Qwen 3.8 Flash Next on a 24GB Mac) using...

Coverage:
- r/LocalLLaMA (2026-11-10): [Anyone willing to benchmark my MoE runtime on their M-series Mac?](https://www.reddit.com/r/LocalLLaMA/comments/1xsyges/anyone_willing_to_benchmark_my_moe_runtime_on/) -- lead source

### In open-weight AI, America is playing catch-up

- Permalink: https://110010.art/d/1fbe6d061b1e4334/
- Original: https://village.dev/blog/in-open-weight-ai-america-is-the-one-playing-catch-up/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: In open-weight AI, America is the one playing catch-up

Coverage:
- Hacker News (AI) (2026-11-10): [In open-weight AI, America is the one playing catch-up](https://news.ycombinator.com/item?id=50446179) -- lead source

### Tim O'Reilly: the new knowledge artifacts of the AI economy

- Permalink: https://110010.art/d/55f162eb7b014217/
- Original: https://oreillyradar.substack.com/p/the-new-knowledge-artifacts-of-the
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Tim O'Reilly – The New Knowledge Artifacts of the AI Economy

Coverage:
- Hacker News (AI) (2026-11-10): [Tim O'Reilly – The New Knowledge Artifacts of the AI Economy](https://news.ycombinator.com/item?id=50446163) -- lead source

### Z.ai's GLM-5.3 coding agent is reviewed on a real project with ZCode review; Z.ai presents its performance.

- Permalink: https://110010.art/d/550fc53b85b24216/
- Original: https://flaviocopes.com/zcode/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: ZCode review: Z.ai's GLM-5.3 coding agent on a real project

Coverage:
- Hacker News (AI) (2026-11-10): [ZCode review: Z.ai's GLM-5.3 coding agent on a real project](https://news.ycombinator.com/item?id=50445787) -- lead source

### Online learning on the programmable dataplane

- Permalink: https://110010.art/d/a2bf894d6f6f47cc/
- Original: https://theses.gla.ac.uk/83235/3/2022SimpsonPhD.pdf
- Source: Lobsters (AI)
- Published: 2026-11-10
- Original headline: Online learning on the programmable dataplane (2022)

Comments

Coverage:
- Lobsters (AI) (2026-11-10): [Online learning on the programmable dataplane (2022)](https://theses.gla.ac.uk/83235/3/2022SimpsonPhD.pdf) -- lead source

### Show HN: Zeus – Claude code for AI voice agents

- Permalink: https://110010.art/d/40d6ef9ec6974f0d/
- Original: https://thunderphone.com/blog/introducing-zeus
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Zeus – Claude Code for AI voice agents
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Zeus – Claude Code for AI voice agents](https://news.ycombinator.com/item?id=50445758) -- lead source

### Render adds Anthropic, TypeSafe AI and others to its Subprocessors

- Permalink: https://110010.art/d/e3c27700aee54b0c/
- Original: https://render.com/security
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Render is adding Anthropic, TypeSafe AI and others to its Subprocessors
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Jev](https://110010.art/tags/jev/)

Coverage:
- Hacker News (AI) (2026-11-10): [Render is adding Anthropic, TypeSafe AI and others to its Subprocessors](https://news.ycombinator.com/item?id=50445422) -- lead source

### Deletion Tuning: zeroing under 0.05% of LLM weights matches full fine-tuning across post-training regimes

- Permalink: https://110010.art/d/7920eea94dbd43b3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xswmb7/the_surprising_effectiveness_of_deleting_weights/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: The Surprising Effectiveness of Deleting Weights in LLM Post-Training

How little of a pretrained large language model (LLM) has to change for it to acquire new capabilities? We find that zeroing fewer than 0.05% of its weights, with no other modification, matches full fine-tuning (FFT)...

Coverage:
- r/LocalLLaMA (2026-11-10): [The Surprising Effectiveness of Deleting Weights in LLM Post-Training](https://www.reddit.com/r/LocalLLaMA/comments/1xswmb7/the_surprising_effectiveness_of_deleting_weights/) -- lead source

### Doc2Harness benchmarks how well AI builds agent harnesses

- Permalink: https://110010.art/d/b3e4faeaf39f44d3/
- Original: https://arxiv.org/abs/2610.20344
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Doc2Harness: Benchmarking how well AI builds agent harnesses

Coverage:
- Hacker News (AI) (2026-11-10): [Doc2Harness: Benchmarking how well AI builds agent harnesses](https://news.ycombinator.com/item?id=50445107) -- lead source

### Keynote at SeaGL and LLM-gen AI-assisted reverse engineering

- Permalink: https://110010.art/d/bbfd9caf29a141aa/
- Original: https://sfconservancy.org/blog/2026/nov/05/foss-in-the-age-of-llm-gen-ai-assisted-reverse-eng/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: My Keynote at SeaGL and LLM-Gen-AI-Assisted Reverse Engineering

Coverage:
- Hacker News (AI) (2026-11-10): [My Keynote at SeaGL and LLM-Gen-AI-Assisted Reverse Engineering](https://news.ycombinator.com/item?id=50445077) -- lead source

### Try our new AI that was built with its user in mind

- Permalink: https://110010.art/d/3a3f98887f5d4504/
- Original: https://apps.apple.com/gb/app/olo/id6826894356?mt=12
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Try our new AI that was built with it's user in mind

Coverage:
- Hacker News (AI) (2026-11-10): [Try our new AI that was built with it's user in mind](https://news.ycombinator.com/item?id=50444843) -- lead source

### Woolly, a local memory shared by all your AI tools

- Permalink: https://110010.art/d/50cd0e774e1c4714/
- Original: https://github.com/rjcuff/woolly
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Woolly, a local memory shared by all your AI tools](https://news.ycombinator.com/item?id=50444749) -- lead source
- Hacker News (AI) (2026-11-11): [Show HN: Woolly, one local memory shared by all your AI tools](https://news.ycombinator.com/item?id=50455220)

### AI's impact will be bottlenecked by institutions more than by capabilities

- Permalink: https://110010.art/d/1a1d310805da4a1c/
- Original: https://stablai.substack.com/p/the-missing-quadrant-in-responses
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [AI's impact will be bottlenecked by institutions more than by capabilities](https://news.ycombinator.com/item?id=50444736) -- lead source

### Ask HN: should I stockpile goods due to AI and cybersecurity concerns?

- Permalink: https://110010.art/d/d9181a8757ec4307/
- Original: https://news.ycombinator.com/item?id=50444692
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: Should I be stockpiling goods because of AI and cybersecurity?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: Should I be stockpiling goods because of AI and cybersecurity?](https://news.ycombinator.com/item?id=50444692) -- lead source

### Battery prediction pilot: GPT Astra correct 3 of 12 choices; baseline 5 of 12

- Permalink: https://110010.art/d/8887ed7c92c94e08/
- Original: https://github.com/vicena-labs/scientific-prediction-benchmark/tree/main
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Battery prediction pilot: GPT Astra 3/12 correct choices; baseline 5/12

Coverage:
- Hacker News (AI) (2026-11-10): [Battery prediction pilot: GPT Astra 3/12 correct choices; baseline 5/12](https://news.ycombinator.com/item?id=50444687) -- lead source

### Linus Torvalds says AI fixes drove most of the progress in the latest Linux kernel

- Permalink: https://110010.art/d/545030bc209c48f4/
- Original: https://www.tomshardware.com/software/linux/linus-torvalds-says-that-ai-fixes-drove-most-of-the-progress-in-latest-linux-kernel-bpf-saw-more-ai-written-fixes-than-bug-reports-possibly-indicating-a-tidal-shift-for-open-source-maintainers-tired-of-flood-of-junk-reports
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Linus says AI fixes drove most of the progress in latest Linux kernel

Coverage:
- Hacker News (AI) (2026-11-10): [Linus says AI fixes drove most of the progress in latest Linux kernel](https://news.ycombinator.com/item?id=50444682) -- lead source

### MAMIXcite combines AI visibility with SEO, AEO, and GEO to boost business improvement

- Permalink: https://110010.art/d/93a7746825734442/
- Original: https://mamixcite.com
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: MAMIXcite is AI visibility+SEO+AEO+GEO+ Business improvement. is this useful?

Coverage:
- Hacker News (AI) (2026-11-10): [MAMIXcite is AI visibility+SEO+AEO+GEO+ Business improvement. is this useful?](https://news.ycombinator.com/item?id=50444662) -- lead source

### Show HN: AI agents locate an unmapped Maya site in Mexico

- Permalink: https://110010.art/d/a45919af18884c5a/
- Original: https://twitter.com/PietroMiotti/status/2120219901814043087
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI agents found an unmapped Maya site in Mexico

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI agents found an unmapped Maya site in Mexico](https://news.ycombinator.com/item?id=50444623) -- lead source
- Hacker News (AI) (2026-11-11): [My AI Agents Found an Unmapped Maya Site in Mexico](https://news.ycombinator.com/item?id=50449945)
- Hacker News (AI) (2026-11-11): [Google SWE points 48 AI agents at NASA Lidar, finds unmapped Maya pyramid in 72h](https://news.ycombinator.com/item?id=50452455)

### Show HN: Uplumo — see which pages AI answers cite

- Permalink: https://110010.art/d/43f8e821db0f406e/
- Original: https://uplumo.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Uplumo – See which pages AI answers cite

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Uplumo – See which pages AI answers cite](https://news.ycombinator.com/item?id=50444480) -- lead source

### Thoughts on AI coding

- Permalink: https://110010.art/d/abf97499659447dc/
- Original: https://danielbmarkham.com/blog/thoughts-on-ai-coding
- Source: Lobsters (AI)
- Published: 2026-11-10
- Original headline: Thoughts on AI Coding

This is a commentary on the future of programming as a job. It is written by someone who grew up alongside the rise of personal computers.
Comments

Coverage:
- Lobsters (AI) (2026-11-10): [Thoughts on AI Coding](https://news.ycombinator.com/item?id=50444154) -- lead source

### Show HN: Fix Gate verifies security-fix PRs, including AI-written ones

- Permalink: https://110010.art/d/a2e2a3799d8c414b/
- Original: https://github.com/IWEBai/fix-gate-action
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Fix Gate – verifies security-fix PRs, incl. AI-written ones

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Fix Gate – verifies security-fix PRs, incl. AI-written ones](https://news.ycombinator.com/item?id=50444188) -- lead source

### Show HN: Relay – a multi-agent pipeline for AI-assisted front end engineering

- Permalink: https://110010.art/d/5db74a787c064495/
- Original: https://github.com/rgadda/frontend-eng-team
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Relay – A multi-agent pipeline for AI-assisted front end engineering

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Relay – A multi-agent pipeline for AI-assisted front end engineering](https://news.ycombinator.com/item?id=50444140) -- lead source

### AI and the Art of Work

- Permalink: https://110010.art/d/c433c6905fd8492d/
- Original: https://shanedowling.com/posts/2026-11-10-ai-and-the-art-of-work/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [AI and the Art of Work](https://news.ycombinator.com/item?id=50444123) -- lead source

### Show HN: Mitra MCP lets AI agents place calls using your phone number

- Permalink: https://110010.art/d/836dd023b5734ea7/
- Original: https://www.getmitra.com/mcp
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Mitra MCP lets AI agents make calls from your phone number

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Mitra MCP lets AI agents make calls from your phone number](https://news.ycombinator.com/item?id=50444078) -- lead source

### 2D to 3D on Hugging Face; trending top model runs with 8GB VRAM

- Permalink: https://110010.art/d/fd421ef6bd2045c7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsub9f/trending_on_huggingface2d_to_3d/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Trending on huggingface:2D to 3D
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Has dependency on dinov3, is trending top model on hf since last week. Runs with 8GB vram. Enjoy!    submitted by    /u/R_Duncan   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [Trending on huggingface:2D to 3D](https://www.reddit.com/r/LocalLLaMA/comments/1xsub9f/trending_on_huggingface2d_to_3d/) -- lead source

### AI R&D accelerates toward potential RSI in 2027

- Permalink: https://110010.art/d/c8c9086103994fcc/
- Original: https://thezvi.substack.com/p/ai-r-and-d-is-accelerating-towards
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI R&D Is Accelerating Towards Potential RSI in 2027

Coverage:
- Hacker News (AI) (2026-11-10): [AI R&D Is Accelerating Towards Potential RSI in 2027](https://news.ycombinator.com/item?id=50444006) -- lead source

### Building AI tools for institutional trading

- Permalink: https://110010.art/d/8994d8d3289a42ed/
- Original: https://medium.com/prooftrading/building-ai-tools-for-institutional-trading-a1e74035fcd3
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Building AI tools for institutional trading](https://news.ycombinator.com/item?id=50444003) -- lead source

### Show HN: Qitt is a proactive AI chief of staff built on T3 Code

- Permalink: https://110010.art/d/d5d5b0359539446c/
- Original: https://github.com/bquenin/qitt
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Qitt – A proactive AI chief of staff built on T3 Code

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Qitt – A proactive AI chief of staff built on T3 Code](https://news.ycombinator.com/item?id=50443969) -- lead source

### Brutally honest thoughts about the AI bubble show a skeptical view of market hype and funding dynamics

- Permalink: https://110010.art/d/107209ac04844575/
- Original: https://www.youtube.com/watch?v=w1dRDj1QRks
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: My Brutally Honest Thoughts About the AI Bubble

Coverage:
- Hacker News (AI) (2026-11-10): [My Brutally Honest Thoughts About the AI Bubble](https://news.ycombinator.com/item?id=50443905) -- lead source

### The AI business model collapsed, according to the primary source headline.

- Permalink: https://110010.art/d/0ccc47f9ebb04ac7/
- Original: https://www.honest-broker.com/p/the-ai-business-model-just-collapsed
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: The AI Business Model Just Collapsed

Coverage:
- Hacker News (AI) (2026-11-10): [The AI Business Model Just Collapsed](https://news.ycombinator.com/item?id=50443633) -- lead source

### What AI progress reveals about human psychology

- Permalink: https://110010.art/d/e41969a1579e4220/
- Original: https://www.optimallyirrational.com/p/what-ai-progress-teaches-us-about
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: What AI progress teaches us about human psychology

Coverage:
- Hacker News (AI) (2026-11-10): [What AI progress teaches us about human psychology](https://news.ycombinator.com/item?id=50443621) -- lead source

### AI-assisted theoretical physics paper intercepted by shepherding committee

- Permalink: https://110010.art/d/7b02a948abd843f5/
- Original: https://twitter.com/ericweinstein/status/2120196442707075438
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI assisted theoretical physics paper intercepted by "shepherding committee."

Coverage:
- Hacker News (AI) (2026-11-10): [AI assisted theoretical physics paper intercepted by "shepherding committee."](https://news.ycombinator.com/item?id=50443543) -- lead source

### Show HN: AI Gude — my feeds as a daily podcast revived with AI

- Permalink: https://110010.art/d/49ef1e0ad0f94a69/
- Original: https://github.com/alex0ptr/aigude
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI Gude - Personal Podcast News Aggregator

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI Gude - Personal Podcast News Aggregator](https://news.ycombinator.com/item?id=50443539) -- lead source

### Terence Tao on AI in mathematics (and beyond)

- Permalink: https://110010.art/d/b458f54f7e174350/
- Original: https://teorth.github.io/tao-web/ai-views.html
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Terence Tao on AI in mathematics (and beyond)](https://news.ycombinator.com/item?id=50443484) -- lead source

### What is the role of local agents/LLMs in the future of gaming?

- Permalink: https://110010.art/d/7be56d4343a54858/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xssydv/what_do_you_see_as_the_role_of_local_agentsllms/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: What do you see as the role of local agents/LLMs in the future of gaming?

I've been thinking about a MUD supported with LLMs. Something aside from the fangooner websites. And then perhaps a game where your local LLM uses an API to support play mechanics (like a MAG from Phantasy Star or a...

Coverage:
- r/LocalLLaMA (2026-11-10): [What do you see as the role of local agents/LLMs in the future of gaming?](https://www.reddit.com/r/LocalLLaMA/comments/1xssydv/what_do_you_see_as_the_role_of_local_agentsllms/) -- lead source

### AMD EPYC 9686F Linux benchmarks: 96 Zen 6 cores at up to 5.3 GHz

- Permalink: https://110010.art/d/c70af6de1da14317/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsswud/amd_epyc_9686f_linux_benchmarks_96_zen_6_cores_at/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: AMD EPYC 9686F Linux benchmarks: 96 Zen 6 cores at up to 5.3GHz

AI benchmarks begin on page 2.    submitted by    /u/Fcking_Chuck   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [AMD EPYC 9686F Linux benchmarks: 96 Zen 6 cores at up to 5.3GHz](https://www.reddit.com/r/LocalLLaMA/comments/1xsswud/amd_epyc_9686f_linux_benchmarks_96_zen_6_cores_at/) -- lead source

### Hollywood has flipped on GenAI, and says if you don’t have an AI strategy, don’t bother

- Permalink: https://110010.art/d/0e2090706e764d24/
- Original: https://variety.com/2026/film/markets-festivals/hollywood-flipped-genai-avatar-vfx-house-weta-fx-1236941070/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Hollywood Has Flipped on GenAI, 'If You Don't Have an AI Strategy, Don't Bother'

Coverage:
- Hacker News (AI) (2026-11-10): [Hollywood Has Flipped on GenAI, 'If You Don't Have an AI Strategy, Don't Bother'](https://news.ycombinator.com/item?id=50443361) -- lead source

### What a read-only Postgres role does and doesn't stop when an AI agent connects

- Permalink: https://110010.art/d/d433d1e0105a44b8/
- Original: https://vericto.com/blog-post-postgres-read-only-role-ai-agents
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [What a read-only Postgres role does and doesn't stop when an AI agent connects](https://news.ycombinator.com/item?id=50443326) -- lead source

### Singularity Gate: benchmark for AI-driven paradigm-shifting scientific discovery

- Permalink: https://110010.art/d/383ededae19b461f/
- Original: https://singularitygate.org/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Singularity Gate: Benchmark for AI-driven paradigm-shifting scientific discovery

Coverage:
- Hacker News (AI) (2026-11-10): [Singularity Gate: Benchmark for AI-driven paradigm-shifting scientific discovery](https://news.ycombinator.com/item?id=50443296) -- lead source

### Testing AI image watermarks with C2PA and SynthID

- Permalink: https://110010.art/d/fed4a9b499cd4712/
- Original: https://nabraj.com/blog/testing-ai-watermarks
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Testing AI image watermarks: C2PA and SynthID

Coverage:
- Hacker News (AI) (2026-11-10): [Testing AI image watermarks: C2PA and SynthID](https://news.ycombinator.com/item?id=50443220) -- lead source

### Small sparse MoE with 348M active parameters trained on ~11B tokens scores 85.5% on shuffled fact chains vs Qwen2.5-1.5B's 53.3%; evaluation uses GGUF and an eval set

- Permalink: https://110010.art/d/3d2dfa6a84db4b5a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xssj9q/i_trained_a_348mactive_moe_on_11b_tokens_it/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: I trained a 348M-active MoE on ~11B tokens. It scores 85.5% vs Qwen2.5-1.5B's 53.3% on shuffled fact chains. GGUF + eval set — please try to break it.

I've been recently working a small sparse MoE, and I've got interesting results I'd like strangers to invalidate. Tldr; I train small models and got surprising results and seek invalidation. It's not a general...

Coverage:
- r/LocalLLaMA (2026-11-10): [I trained a 348M-active MoE on ~11B tokens. It scores 85.5% vs Qwen2.5-1.5B's 53.3% on shuffled fact chains. GGUF + eval set — please try to break it.](https://www.reddit.com/r/LocalLLaMA/comments/1xssj9q/i_trained_a_348mactive_moe_on_11b_tokens_it/) -- lead source

### What AI gets wrong outside software

- Permalink: https://110010.art/d/34703b5d9c2e4181/
- Original: https://clach.dev/blog/ai-slop/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [What AI gets wrong outside software](https://news.ycombinator.com/item?id=50443153) -- lead source

### AI agents develop odd dialects that humans struggle to follow

- Permalink: https://110010.art/d/ff2985ecc72d4c46/
- Original: https://news.northeastern.edu/2026/11/06/emergence-ai-experiment-language/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI agents are developing odd dialects humans struggle to follow

Coverage:
- Hacker News (AI) (2026-11-10): [AI agents are developing odd dialects humans struggle to follow](https://news.ycombinator.com/item?id=50443154) -- lead source

### Generalist vs. specialist in the after AI era

- Permalink: https://110010.art/d/4e36a58f786b444e/
- Original: https://www.thepythoncodingstack.com/p/generalists-specialists-ai
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Generalist vs. Specialist in the After AI Era

Coverage:
- Hacker News (AI) (2026-11-10): [Generalist vs. Specialist in the After AI Era](https://news.ycombinator.com/item?id=50443094) -- lead source

### In a Bengaluru market, vendors hired to train AI systems [video]

- Permalink: https://110010.art/d/0636d8bb8781466a/
- Original: https://www.youtube.com/watch?v=yT-iu1kovKg
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [In a Bengaluru market, vendors hired to train AI systems [video]](https://news.ycombinator.com/item?id=50443070) -- lead source

### Explainable AI-based disease diagnostics using blockchain technology

- Permalink: https://110010.art/d/e9dcde098b9c44e6/
- Original: https://www.nature.com/articles/s41598-026-64224-1
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Explainable AI-based disease diagnostics using blockchain technology](https://news.ycombinator.com/item?id=50443064) -- lead source

### Your Own AI Secretary, on WhatsApp

- Permalink: https://110010.art/d/3e6285b98336409f/
- Original: https://usedream.ai/ai-secretary
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Your Own AI Secretary, on WhatsApp](https://news.ycombinator.com/item?id=50442992) -- lead source

### Show HN: AI solved software; now it's time to raise the bar with Brigade

- Permalink: https://110010.art/d/1925e07e6bc84360/
- Original: https://github.com/gmpetrov/brigade
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI solved software. Now it's time to raise the bar. Introducing Brigade

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI solved software. Now it's time to raise the bar. Introducing Brigade](https://news.ycombinator.com/item?id=50442991) -- lead source

### AI job market summary

- Permalink: https://110010.art/d/e4a774540c124fbc/
- Original: https://nokku.payanai.com/nokku/dashboard
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Job Market Summary

Coverage:
- Hacker News (AI) (2026-11-10): [AI Job Market Summary](https://news.ycombinator.com/item?id=50442863) -- lead source

### I checked 66 AI tools' privacy policies for AI training.

- Permalink: https://110010.art/d/1c20b8c4da3f4901/
- Original: https://getpolicypeek.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: I checked 66 AI tools' privacy policies for AI training

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: I checked 66 AI tools' privacy policies for AI training](https://news.ycombinator.com/item?id=50442804) -- lead source

### Apple starts charging for high AI use in Logic Pro and introduces a new credit system.

- Permalink: https://110010.art/d/ca26e71204124d28/
- Original: https://www.pcmag.com/news/apple-now-charges-for-high-ai-use-in-logic-pro-debuts-new-credit-system
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Apple Now Charges for High AI Use in Logic Pro, Debuts New Credit System

Coverage:
- Hacker News (AI) (2026-11-10): [Apple Now Charges for High AI Use in Logic Pro, Debuts New Credit System](https://news.ycombinator.com/item?id=50442703) -- lead source

### Bielik-11B-v3.1-Instruct updates multilingual continual pre-training and strengthens instruction following, tool use, and reasoning

- Permalink: https://110010.art/d/16dee674489a4754/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsrg0l/speakleashbielik11bv31instruct_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: speakleash/Bielik-11B-v3.1-Instruct · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Jev](https://110010.art/tags/jev/)

https://huggingface.co/speakleash/Bielik-11B-v3.1-Instruct-GGUF https://www.bielik.ai/blog/premiera-modeli-bielik-11b-v31-dflash-i-rodziny-bielik-one (decision models and dflash are coming next)...

Coverage:
- r/LocalLLaMA (2026-11-10): [speakleash/Bielik-11B-v3.1-Instruct · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xsrg0l/speakleashbielik11bv31instruct_hugging_face/) -- lead source

### Build a Chess.com AI companion for your latest game

- Permalink: https://110010.art/d/a583b0cba64c4979/
- Original: https://quickchat.ai/post/chesscom-latest-game-ai-companion
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Build a Chess.com AI Companion for Your Latest Game

Coverage:
- Hacker News (AI) (2026-11-10): [Build a Chess.com AI Companion for Your Latest Game](https://news.ycombinator.com/item?id=50442594) -- lead source

### How do you report an AI breach you don’t know happened?

- Permalink: https://110010.art/d/cbf750257b924c83/
- Original: https://srnnews.com/australia-tightens-ai-oversight-rules-after-openai-agent-breached-government-website/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: How do you report an AI breach you don't know happened?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: How do you report an AI breach you don't know happened?](https://news.ycombinator.com/item?id=50442546) -- lead source

### Sakana AI may go public in 2027

- Permalink: https://110010.art/d/ab9b7896d6024835/
- Original: https://www.japantimes.co.jp/business/2026/11/10/companies/sakana-ai-ipo/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Sakana AI may go public in 2027](https://news.ycombinator.com/item?id=50442487) -- lead source

### State of mechanistic interpretability for AI safety

- Permalink: https://110010.art/d/2b5c22aaa6b24fe7/
- Original: https://tsglab.github.io/mechinterp-safety/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: The State of Mechanistic Interpretability for AI Safety

Coverage:
- Hacker News (AI) (2026-11-10): [The State of Mechanistic Interpretability for AI Safety](https://news.ycombinator.com/item?id=50442330) -- lead source

### TTS bench compares 91 open models and 28 hosted APIs on the same prompts

- Permalink: https://110010.art/d/b9fe4be80c75478a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsqv86/tts_bench_91_open_tts_models_and_28_paid_tts_apis/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: TTS bench - 91 open TTS models and 28 paid TTS APIs on the same prompts

This is the third round of tts-bench. Thanks to everyone who gave feedback on the first two posts:  TTS benchmark comparison of all known TTS models Text-to-speech benchmark, revamped  tts-bench runs every model...

Coverage:
- r/LocalLLaMA (2026-11-10): [TTS bench - 91 open TTS models and 28 paid TTS APIs on the same prompts](https://www.reddit.com/r/LocalLLaMA/comments/1xsqv86/tts_bench_91_open_tts_models_and_28_paid_tts_apis/) -- lead source

### RapidFort secures the AI stack from GPU runtime to Kubernetes

- Permalink: https://110010.art/d/96bddb5195cc4a81/
- Original: https://www.rapidfort.com/company/about-us
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: RapidFort Secures the AI Stack from GPU Runtime to Kubernetes

Coverage:
- Hacker News (AI) (2026-11-10): [RapidFort Secures the AI Stack from GPU Runtime to Kubernetes](https://news.ycombinator.com/item?id=50442187) -- lead source

### Show HN: Estimate the carbon footprint of your company's AI use using open data

- Permalink: https://110010.art/d/4096334dd6964a2e/
- Original: https://somaai.earth/ai-footprint/calculator
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Estimate the carbon footprint of your company's AI use (open data)

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Estimate the carbon footprint of your company's AI use (open data)](https://news.ycombinator.com/item?id=50442186) -- lead source

### Show HN: Dryplate MCP — local image tools for AI agents (HEIC, strip metadata)

- Permalink: https://110010.art/d/94590c1cce9b4398/
- Original: https://github.com/dryplate/dryplate
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Dryplate MCP – local image tools for AI agents (HEIC, strip metadata)

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Dryplate MCP – local image tools for AI agents (HEIC, strip metadata)](https://news.ycombinator.com/item?id=50442087) -- lead source

### How not to use AI

- Permalink: https://110010.art/d/bd1fad33e3d84e6c/
- Original: https://www.annashipman.co.uk/jfdi/how-not-to-use-ai.html
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: How Not to Use AI

Coverage:
- Hacker News (AI) (2026-11-10): [How Not to Use AI](https://news.ycombinator.com/item?id=50442021) -- lead source

### Can you prompt your AI into telling the truth? I tested it

- Permalink: https://110010.art/d/cf5b7ff65ce24d2d/
- Original: https://scottdesapio.com/thoughts
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Can you prompt your AI into telling the truth? I tested it](https://news.ycombinator.com/item?id=50442016) -- lead source

### Show HN: Deedglass verifies AI agent SQL changes using Postgres WAL

- Permalink: https://110010.art/d/b3315eaeb9364558/
- Original: https://github.com/deedglass/deedglass
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Deedglass – Verify AI Agent SQL Changes Using Postgres WAL

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Deedglass – Verify AI Agent SQL Changes Using Postgres WAL](https://news.ycombinator.com/item?id=50441923) -- lead source

### We wanted to build an AI application, not maintain RAG pipelines

- Permalink: https://110010.art/d/9bdfcbd112f94e95/
- Original: https://akropolys.cloud/docs/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: We wanted to build an AI application, not maintain RAG pipelines

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: We wanted to build an AI application, not maintain RAG pipelines](https://news.ycombinator.com/item?id=50441876) -- lead source

### Ask HN: Is misaligned AI less dangerous than AI controlled by a bad actor

- Permalink: https://110010.art/d/81d97680cc564eb7/
- Original: https://news.ycombinator.com/item?id=50441674
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: Is misaligned AI less dangerous than AI controlled by a bad actor](https://news.ycombinator.com/item?id=50441674) -- lead source

### AI companies crack down on the trend of using “coolest thing” in AI applications

- Permalink: https://110010.art/d/87995faa876641a1/
- Original: https://www.404media.co/reverse-engineer-anything-ai-companies-crack-down-on-the-coolest-thing-people-were-doing-with-ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Companies Crack Down on the Coolest Thing People Were Doing with AI

Coverage:
- Hacker News (AI) (2026-11-10): [AI Companies Crack Down on the Coolest Thing People Were Doing with AI](https://news.ycombinator.com/item?id=50441618) -- lead source

### What games like RuneScape and Clocktower teach us about AI trust

- Permalink: https://110010.art/d/b27e217df5f54740/
- Original: https://miguelconner.substack.com/p/maybe-be-careful
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Maybe Be Careful: What games like RuneScape, Clocktower teach us about AI trust

Coverage:
- Hacker News (AI) (2026-11-10): [Maybe Be Careful: What games like RuneScape, Clocktower teach us about AI trust](https://news.ycombinator.com/item?id=50441543) -- lead source

### Using AI to write a Wine-like layer for running macOS apps on Linux

- Permalink: https://110010.art/d/f5da70953554429b/
- Original: https://www.neowin.net/news/this-project-is-now-using-ai-to-build-a-wine-like-layer-for-running-macos-apps-on-linux/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Using AI to write a Wine-like layer for running macOS apps on Linux](https://news.ycombinator.com/item?id=50441454) -- lead source

### Generative AI uses more energy on non-English text

- Permalink: https://110010.art/d/903d3c202a774b8d/
- Original: https://news.umich.edu/generative-ai-uses-more-energy-on-non-english-text/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Generative AI uses more energy on non-English text](https://news.ycombinator.com/item?id=50441444) -- lead source

### Strata outperforms Basalt in speed and quality on Windows with Qwen3.8-Flash-Next iq3s; user compares setups and notes improved performance

- Permalink: https://110010.art/d/446d5dd1b3ab4906/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsp6ub/strata_vs_basalt_more_differences_than_speed/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Strata vs Basalt more differences than speed.
- Tags: [Qwen](https://110010.art/tags/qwen/)

So I've been using strata for a while now in windows using Qwen3.8-Flash-Next iq3s before the new gui thing and I think it's been fine compared to Qwen3.8-27B which was lacking in quality and polishing. So I upgraded...

Coverage:
- r/LocalLLaMA (2026-11-10): [Strata vs Basalt more differences than speed.](https://www.reddit.com/r/LocalLLaMA/comments/1xsp6ub/strata_vs_basalt_more_differences_than_speed/) -- lead source

### Worktrunk enables git worktree management for parallel AI agent workflows

- Permalink: https://110010.art/d/e3504937e60243cc/
- Original: https://worktrunk.dev/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Worktrunk – Git worktree management for parallel AI agent workflows

Coverage:
- Hacker News (AI) (2026-11-10): [Worktrunk – Git worktree management for parallel AI agent workflows](https://news.ycombinator.com/item?id=50441354) -- lead source

### Don't hate AI because it's bad; hate it because it's good

- Permalink: https://110010.art/d/c219e6fe74994d86/
- Original: https://aspiz.uk/essays/dont-hate-ai
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Don't hate AI 'cause it's bad; hate it 'cause it's good

Coverage:
- Hacker News (AI) (2026-11-10): [Don't hate AI 'cause it's bad; hate it 'cause it's good](https://news.ycombinator.com/item?id=50441336) -- lead source

### Steve – AI CEO: Steve Jurvetson-backed startup appoints AI CEO amid board reshuffle

- Permalink: https://110010.art/d/3902ebbe2cb34264/
- Original: https://twitter.com/spisallyouneed/status/2119829366758604963
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Steve – AI CEO

Coverage:
- Hacker News (AI) (2026-11-10): [Steve – AI CEO](https://news.ycombinator.com/item?id=50441261) -- lead source

### Qwen3.8 27B solves 43% of tasks in Elixir, OCaml, Haskell, and 10 other languages, up from 17% with Qwen3.6 27B; benchmark covers 202 real GitHub tasks across 13 languages.

- Permalink: https://110010.art/d/daaa02b3c57f471d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsorsx/we_tested_qwen36_27b_qwen38_27b_and_glm53_flash/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: We tested Qwen3.6 27B, Qwen3.8 27B and GLM-5.3 Flash on real tasks in Elixir, OCaml, Haskell and 10 other less common languages
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/), [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Hi! My team and I built a benchmark of 202 real GitHub tasks in 13 languages that rarely show up in coding benchmarks: Elixir, OCaml, Haskell, Clojure, Kotlin, Swift, Julia, R and others. I think a lot of people do...

Coverage:
- r/LocalLLaMA (2026-11-10): [We tested Qwen3.6 27B, Qwen3.8 27B and GLM-5.3 Flash on real tasks in Elixir, OCaml, Haskell and 10 other less common languages](https://www.reddit.com/r/LocalLLaMA/comments/1xsorsx/we_tested_qwen36_27b_qwen38_27b_and_glm53_flash/) -- lead source

### Core reason to be against AI

- Permalink: https://110010.art/d/29bfbdbf608740f8/
- Original: https://jasonpolak.substack.com/p/the-core-reason-to-be-against-ai
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: The core reason to be against AI

Coverage:
- Hacker News (AI) (2026-11-10): [The core reason to be against AI](https://news.ycombinator.com/item?id=50441068) -- lead source

### Spanish proofreader runs locally at 138 ms per sentence on a CPU for 0.8B finetune

- Permalink: https://110010.art/d/ffe1bd7f3fbf4f06/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsocrj/my_08b_finetune_proofreads_spanish_at_138_ms_per/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: My 0.8B fine-tune proofreads Spanish at 138 ms per sentence on a CPU

I have been building a Spanish proofreader that runs fully local, and it's finally released, so I wanted to share how it went. It only corrects Spanish, but I think the approach works for other languages and narrow...

Coverage:
- r/LocalLLaMA (2026-11-10): [My 0.8B fine-tune proofreads Spanish at 138 ms per sentence on a CPU](https://www.reddit.com/r/LocalLLaMA/comments/1xsocrj/my_08b_finetune_proofreads_spanish_at_138_ms_per/) -- lead source

### LingBot-Touch: a JEPA-based tactile representation model for heterogeneous tactile signals across magnetic, piezoresistive, and visuotactile modalities

- Permalink: https://110010.art/d/821db8a8f7224be1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsoaeo/lingbottouch_a_robbyant_collection_a_foundation/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: LingBot-Touch - a robbyant Collection - A Foundation Model for Heterogeneous Tactile Representation Learning

LingBot-Touch is a JEPA-based tactile representation model that bridges heterogeneous tactile signals and dexterous robotic manipulation. It uses modality-specific tokenizers and a shared Transformer to learn...

Coverage:
- r/LocalLLaMA (2026-11-10): [LingBot-Touch - a robbyant Collection - A Foundation Model for Heterogeneous Tactile Representation Learning](https://www.reddit.com/r/LocalLLaMA/comments/1xsoaeo/lingbottouch_a_robbyant_collection_a_foundation/) -- lead source

### Designing human and generative AI collaboration

- Permalink: https://110010.art/d/4aa6126d17d9466d/
- Original: https://academic.oup.com/pnasnexus/article/5/11/pgag353/9025436
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Designing human and generative AI collaboration](https://news.ycombinator.com/item?id=50440883) -- lead source

### Adventists AI releases Sophon-Realtime-v1, an open full-duplex voice model that detects tone and responds with natural-sounding responses

- Permalink: https://110010.art/d/287b536504204b81/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xso32l/adventistsaisophonrealtimev1_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: adventists-ai/Sophon-Realtime-v1 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

An open full-duplex voice model family that hears your tone and speaks with one. Adventists AI · Apache-2.0 · Recommended: Tag · Flash · Try it online · GitHub Talking to it feels like a phone call with a person: it...

Coverage:
- r/LocalLLaMA (2026-11-10): [adventists-ai/Sophon-Realtime-v1 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xso32l/adventistsaisophonrealtimev1_hugging_face/) -- lead source

### MiniMax H3-Image released, an open-weight image model built on H3

- Permalink: https://110010.art/d/55a8980dab7c4879/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xso1ie/minimax_h3image_released_an_openweight_image/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: MiniMax H3-Image Released, an Open-Weight Image Model built on H3

submitted by    /u/MagicZhang   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [MiniMax H3-Image Released, an Open-Weight Image Model built on H3](https://www.reddit.com/r/LocalLLaMA/comments/1xso1ie/minimax_h3image_released_an_openweight_image/) -- lead source
- r/LocalLLaMA (2026-11-10): [MiniMaxAI/MiniMax-H3-Image · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xsp3xt/minimaxaiminimaxh3image_hugging_face/)

### We checked 312 AI-built apps: how ready are they to launch?

- Permalink: https://110010.art/d/7bf3d9f20b814d04/
- Original: https://launchpal.app/guides/vibe-coded-app-statistics
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [We checked 312 AI-built apps: how ready are they to launch?](https://news.ycombinator.com/item?id=50440586) -- lead source

### Show HN: ChatCairn, a local, searchable library of your AI chats

- Permalink: https://110010.art/d/646d3e782eb341fe/
- Original: https://lgdventures.github.io/chatcairn/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: ChatCairn, a local, searchable library of your AI chats](https://news.ycombinator.com/item?id=50440581) -- lead source

### Show HN: Padwan AI, an LLM client for Python with HTTP/2 and HTTP/3

- Permalink: https://110010.art/d/110543217fa54796/
- Original: https://polarsen-io.github.io/padwan-ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Padwan AI, an LLM Client for Python with HTTP/2 and HTTP/3

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Padwan AI, an LLM Client for Python with HTTP/2 and HTTP/3](https://news.ycombinator.com/item?id=50440576) -- lead source

### Almanzor asks AI and an MCP server for your docs, with cited answers

- Permalink: https://110010.art/d/5b81972f108f4f71/
- Original: https://almanzor.cloud
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Almanzor – Ask AI and an MCP server for your docs, with cited answers

Coverage:
- Hacker News (AI) (2026-11-10): [Almanzor – Ask AI and an MCP server for your docs, with cited answers](https://news.ycombinator.com/item?id=50440536) -- lead source

### Is AI code rotting open source? 450 repos, 12 months

- Permalink: https://110010.art/d/ba8b4ed3d0164b36/
- Original: https://coderot.ai/blog/ai-code-rot-in-open-source
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Is AI code rotting open source? 450 repos, 12 months](https://news.ycombinator.com/item?id=50440431) -- lead source

### Open-Source 2026 AI Cloud GPU and Scraping Proxy Pool Cost Calculator

- Permalink: https://110010.art/d/be3eb990b8804053/
- Original: https://github.com/alekseev04051988-blip/ai-cost-calculator
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Open-Source 2026 AI Cloud GPU and Scraping Proxy Pool Cost Calculator](https://news.ycombinator.com/item?id=50440395) -- lead source

### Sydney researchers identify a hidden limit to AI predictability

- Permalink: https://110010.art/d/e64ef1531b8e4378/
- Original: https://www.sydney.edu.au/news-opinion/news/2026/11/06/sydney-researchers-uncover-a-hidden-limit-to-ai-predictability.html
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Sydney researchers uncover a hidden limit to AI predictability

Coverage:
- Hacker News (AI) (2026-11-10): [Sydney researchers uncover a hidden limit to AI predictability](https://news.ycombinator.com/item?id=50440108) -- lead source

### Lokey is an open-source Android keyboard that runs on-device AI for word prediction, autocorrect, dictation, and translation.

- Permalink: https://110010.art/d/c44e42713cd14c06/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsn0hz/i_built_lokey_an_opensource_android_keyboard_with/
- Source: r/LocalLLaMA (2 sources)
- Published: 2026-11-10
- Original headline: I built Lokey, an open-source Android keyboard with on-device AI
- Tags: [Llama](https://110010.art/tags/llama/)

I’ve been building Lokey, an open source, Android keyboard that runs word prediction, autocorrect, dictation and translation on your phone. Hold Enter to dictate, or translate text straight into the app you’re typing...

Coverage:
- r/LocalLLaMA (2026-11-10): [I built Lokey, an open-source Android keyboard with on-device AI](https://www.reddit.com/r/LocalLLaMA/comments/1xsn0hz/i_built_lokey_an_opensource_android_keyboard_with/) -- lead source
- Hacker News (AI) (2026-11-11): [Lokey – A native Android keyboard with local AI for prediction, autocorrection](https://news.ycombinator.com/item?id=50451975)

### Show HN: pvewarden patches Proxmox VMs using an AI agent without giving it a shell

- Permalink: https://110010.art/d/a9df5a3b29144f40/
- Original: https://github.com/matousfiser/pvewarden
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: pvewarden – let an AI agent patch Proxmox VMs without giving it a shell

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: pvewarden – let an AI agent patch Proxmox VMs without giving it a shell](https://news.ycombinator.com/item?id=50440083) -- lead source

### Show HN: TeamOnly provides free hosting for AI-built apps behind company login

- Permalink: https://110010.art/d/871d970bda7e4cd2/
- Original: https://teamonly.dev/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: TeamOnly, free hosting for AI-built apps behind your company login

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: TeamOnly, free hosting for AI-built apps behind your company login](https://news.ycombinator.com/item?id=50440055) -- lead source

### We’re not the same.

- Permalink: https://110010.art/d/286de0a3ea1c4bbd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsmq31/were_not_the_same/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: We're not the same.

Qwhen    submitted by    /u/anitamaxwynnn69   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [We're not the same.](https://www.reddit.com/r/LocalLLaMA/comments/1xsmq31/were_not_the_same/) -- lead source

### Memory and RAG tools for AI agents scored

- Permalink: https://110010.art/d/b351ead03d77490a/
- Original: https://rankings.leffke.com/categories/memory-rag
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Memory and RAG tools for AI agents, scored

Coverage:
- Hacker News (AI) (2026-11-10): [Memory and RAG tools for AI agents, scored](https://news.ycombinator.com/item?id=50439788) -- lead source
- Hacker News (AI) (2026-11-11): [Deployment and observability tools for AI agents, scored](https://news.ycombinator.com/item?id=50452969)

### A read-only AI reviewer for Forgejo pull requests

- Permalink: https://110010.art/d/f2cbf18db85f47fc/
- Original: https://blog.hofstede.it/a-read-only-ai-reviewer-for-forgejo-pull-requests/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: A Read-Only AI Reviewer for Forgejo Pull Requests

Coverage:
- Hacker News (AI) (2026-11-10): [A Read-Only AI Reviewer for Forgejo Pull Requests](https://news.ycombinator.com/item?id=50439697) -- lead source

### AI users have workdays up to 90 minutes longer than non-users

- Permalink: https://110010.art/d/580077cfd88f43ce/
- Original: https://www.activtrak.com/news/productivity-lab-ai-users-longer-workdays/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Users have workdays up to 90 min longer than non-users

Coverage:
- Hacker News (AI) (2026-11-10): [AI Users have workdays up to 90 min longer than non-users](https://news.ycombinator.com/item?id=50439686) -- lead source

### AI is looking more and more like a normal technology

- Permalink: https://110010.art/d/3b458ab5cb964ea4/
- Original: https://www.richardhanania.com/p/ai-is-looking-more-and-more-like
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Is Looking More and More Like a Normal Technology

Coverage:
- Hacker News (AI) (2026-11-10): [AI Is Looking More and More Like a Normal Technology](https://news.ycombinator.com/item?id=50439638) -- lead source

### Quantinuum and Riken expand quantum-AI supercomputing partnership

- Permalink: https://110010.art/d/8295a6d8fe3b4509/
- Original: https://www.hpcwire.com/off-the-wire/quantinuum-and-riken-expand-quantum-ai-supercomputing-partnership/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Quantinuum and Riken Expand Quantum-AI Supercomputing Partnership

Coverage:
- Hacker News (AI) (2026-11-10): [Quantinuum and Riken Expand Quantum-AI Supercomputing Partnership](https://news.ycombinator.com/item?id=50439593) -- lead source

### Show HN: AI Vision Index tests private performance of 36 AI models on vision tasks

- Permalink: https://110010.art/d/f6aa8cfe07844ed3/
- Original: https://aivisionindex.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI Vision Index, private tests of how well 36 AI models see

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI Vision Index, private tests of how well 36 AI models see](https://news.ycombinator.com/item?id=50439591) -- lead source

### Sandia Labs uses AI flywheel to power materials discovery

- Permalink: https://110010.art/d/1503573702ec4a6c/
- Original: https://www.hpcwire.com/2026/11/09/behind-radical-ais-flywheel-powering-materials-discovery-at-sandia-labs/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Behind AI's Flywheel Powering Materials Discovery at Sandia Labs

Coverage:
- Hacker News (AI) (2026-11-10): [Behind AI's Flywheel Powering Materials Discovery at Sandia Labs](https://news.ycombinator.com/item?id=50439538) -- lead source

### How do you keep secrets out of your AI agents’ context?

- Permalink: https://110010.art/d/52c0049a07934494/
- Original: https://news.ycombinator.com/item?id=50439393
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: How do you keep secrets out of your AI agents' context?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: How do you keep secrets out of your AI agents' context?](https://news.ycombinator.com/item?id=50439393) -- lead source

### Software selection becomes harder due to an AI flood of projects

- Permalink: https://110010.art/d/0062d8b04d89408c/
- Original: https://www.tglman.com/posts/the-new-struggle-for-software-selection-because-ai.html
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Software selection is now hard, because of AI flood of projects

Coverage:
- Hacker News (AI) (2026-11-10): [Software selection is now hard, because of AI flood of projects](https://news.ycombinator.com/item?id=50439232) -- lead source

### AI slop' papers published under prominent academics’ names.

- Permalink: https://110010.art/d/40f0435c4b924f9f/
- Original: https://www.timeshighereducation.com/news/ai-slop-papers-published-under-prominent-academics-names
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: 'AI slop' papers published under prominent academics' names

Coverage:
- Hacker News (AI) (2026-11-10): ['AI slop' papers published under prominent academics' names](https://news.ycombinator.com/item?id=50439199) -- lead source

### Beyond FLOP/s: comparing AI hardware for inference by memory and communication

- Permalink: https://110010.art/d/0f1e6c34ffb345e6/
- Original: https://epoch.ai/publications/inference-performance-index
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Beyond FLOP/s: comparing AI hardware for inference by memory and communication](https://news.ycombinator.com/item?id=50439174) -- lead source

### Strata after heavy optimizations

- Permalink: https://110010.art/d/06e787d535cd4b42/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsl8w7/strata_after_heavy_optimizations/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/)

I can't believe this jump is just left on the table  https://github.com/ExTV/strata-5090-4070 The optimizations was done using both Opus 5.5 and Fable 5.2 . Edit : i should have mentioned that my 4070Ti Super is on...

Coverage:
- r/LocalLLaMA (2026-11-10): [Strata after heavy optimizations](https://www.reddit.com/r/LocalLLaMA/comments/1xsl8w7/strata_after_heavy_optimizations/) -- lead source

### Show HN: VoxaDub – Open-source AI video dubbing with speaker-aware voices

- Permalink: https://110010.art/d/4556d89264874ae6/
- Original: https://github.com/kadirb4rut/voxadub
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: VoxaDub – Open-source AI video dubbing with speaker-aware voices](https://news.ycombinator.com/item?id=50439152) -- lead source

### Show HN: AI Hustle Team runs an AI on its own computer to do your daily work

- Permalink: https://110010.art/d/1ed0a1b11d374275/
- Original: https://aihustleteam.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI Hustle Team – an AI on its own computer that does your daily work

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI Hustle Team – an AI on its own computer that does your daily work](https://news.ycombinator.com/item?id=50439136) -- lead source

### LokalBot orchestrates five local models for ASR, diarization, a 4B LLM, autocomplete, embeddings, and TTS on-device.

- Permalink: https://110010.art/d/787d56de2d8c4652/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsl5t4/lokalbot_orchestrates_five_local_models_for_a/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: LokalBot orchestrates five local models for a suite of features like ASR, diarization, 4B LLM, autocomplete, embeddings,and TTS
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

LokalBot is an open-source Mac app I've been working on for the past 6 months, it runs several useful local models. These models help the app record your meetings, transcribe them, write the notes, search everything,...

Coverage:
- r/LocalLLaMA (2026-11-10): [LokalBot orchestrates five local models for a suite of features like ASR, diarization, 4B LLM, autocomplete, embeddings,and TTS](https://www.reddit.com/r/LocalLLaMA/comments/1xsl5t4/lokalbot_orchestrates_five_local_models_for_a/) -- lead source

### Exploring weight-space programming: capabilities, generalization, and limitations; study analyzes 16 editing trajectories across two Qwen sizes on seven benchmarks

- Permalink: https://110010.art/d/214eabdcb7c14fa3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsl4qt/paper_exploring_weightspace_programming/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: [Paper] Exploring Weight-Space Programming: Capabilities, Generalization, and Limitations
- Tags: [Qwen](https://110010.art/tags/qwen/)

Weight-Space Programming (WSP) enables reasoning agents to directly inspect and modify neural network parameters, offering an alternative to gradient-based model adaptation. However, its capabilities, cross-task...

Coverage:
- r/LocalLLaMA (2026-11-10): [[Paper] Exploring Weight-Space Programming: Capabilities, Generalization, and Limitations](https://www.reddit.com/r/LocalLLaMA/comments/1xsl4qt/paper_exploring_weightspace_programming/) -- lead source

### Show HN: Eigin offers local-first, no-shell personal AI for iOS

- Permalink: https://110010.art/d/ec7fc317dd3b4021/
- Original: https://github.com/Eigin-AI/Eigin
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Eigin. Local-first and no-shell personal AI for iOS

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Eigin. Local-first and no-shell personal AI for iOS](https://news.ycombinator.com/item?id=50439089) -- lead source

### Chatty is an open-source autonomous AI chat agent with tool calling

- Permalink: https://110010.art/d/5308f13ef46648ca/
- Original: https://github.com/PersonaliAI/chatty
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Chatty – Open-source AI support engine with WooCommerce sync

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Chatty – Open-source AI support engine with WooCommerce sync](https://news.ycombinator.com/item?id=50439073) -- lead source

### Nuance Labs releases Emma, a real-time AI video persona

- Permalink: https://110010.art/d/4c521c222391410d/
- Original: https://app.nuancelabs.ai/try
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Nuance Labs (Full Duplex AI Avatar)

Coverage:
- Hacker News (AI) (2026-11-10): [Nuance Labs (Full Duplex AI Avatar)](https://news.ycombinator.com/item?id=50438920) -- lead source

### Image-conditioned 64³ voxel generator JoVox uses joint hierarchical flow matching for lightweight voxel generation

- Permalink: https://110010.art/d/3f69f4b2a48f4e91/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xskr0m/xiangjuntangjovox64_hugging_face_imageto3d/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: xiangjuntang/JoVox-64 · Hugging Face - Image-to-3D
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Image-conditioned 64³ voxel structure generator of JoVox: Joint Hierarchical Flow Matching for Lightweight Voxel Generation. JoVox is a discrete flow matching framework that learns the joint hierarchical distribution...

Coverage:
- r/LocalLLaMA (2026-11-10): [xiangjuntang/JoVox-64 · Hugging Face - Image-to-3D](https://www.reddit.com/r/LocalLLaMA/comments/1xskr0m/xiangjuntangjovox64_hugging_face_imageto3d/) -- lead source

### Show HN: Grai – a deterministic cadence gate for AI drafts

- Permalink: https://110010.art/d/5310833bccbd4440/
- Original: https://grai.page/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: Grai – A deterministic cadence gate for AI drafts

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Grai – A deterministic cadence gate for AI drafts](https://news.ycombinator.com/item?id=50438913) -- lead source

### DNA Factory open-sources a fine-tuning framework with five training methods and opinionated defaults

- Permalink: https://110010.art/d/2c8777d241c942f7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xskn3z/dna_factory_yet_another_llm_training_framework/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: DNA Factory: yet another LLM training framework
- Tags: [Llama](https://110010.art/tags/llama/)

We open-sourced DNA Factory, the fine-tuning framework we’ve used internally for over a year. It's deliberately opinionated: one recommended way to do things, documented defaults, token-level loss-mask visualization,...

Coverage:
- r/LocalLLaMA (2026-11-10): [DNA Factory: yet another LLM training framework](https://www.reddit.com/r/LocalLLaMA/comments/1xskn3z/dna_factory_yet_another_llm_training_framework/) -- lead source

### Decision model enables direct editing of LLM weights without additional training

- Permalink: https://110010.art/d/25fb6a72efbd43ab/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xski9d/decision_model_to_edit_llm_weight_directly_no/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Decision model to edit LLM weight directly - No training
- Tags: [Jev](https://110010.art/tags/jev/), [Qwen](https://110010.art/tags/qwen/)

On September 18, I launched Laya at you guys request, the first system 1 open-source decision model in this subreddit, and you guys gave immense support. I saw the MIT post on direct weight edits and thought about...

Coverage:
- r/LocalLLaMA (2026-11-10): [Decision model to edit LLM weight directly - No training](https://www.reddit.com/r/LocalLLaMA/comments/1xski9d/decision_model_to_edit_llm_weight_directly_no/) -- lead source

### Decrying the use of Gen AI in game dev

- Permalink: https://110010.art/d/04c5417f55a54149/
- Original: https://blog.damonreece.com/on-todays-main-character/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Decrying the use of Gen AI in game dev](https://news.ycombinator.com/item?id=50438771) -- lead source

### KVARK releases Sparkle 1.1 (27B) with improved document Q&A and explicit "no answer found" signaling; Apache 2.0

- Permalink: https://110010.art/d/5b88e69a072440ab/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xskb49/kvark_sparkle_11_27b_better_document_qa_and_it/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: KVARK Sparkle 1.1 (27B): better document Q&A, and it knows when the answer isn't there (Apache 2.0)
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hi! Last week we shared KVARK Sparkle 1.0 here, and thanks to everyone who tried it and left feedback. With Qwen 4 hopefully just around the corner, we're releasing Sparkle 1.1 as a little warm-up before we start...

Coverage:
- r/LocalLLaMA (2026-11-10): [KVARK Sparkle 1.1 (27B): better document Q&A, and it knows when the answer isn't there (Apache 2.0)](https://www.reddit.com/r/LocalLLaMA/comments/1xskb49/kvark_sparkle_11_27b_better_document_qa_and_it/) -- lead source

### Often three AI engines share the same local business name

- Permalink: https://110010.art/d/26a26dd4283c49be/
- Original: https://markets.namebeam.ai/studies/three-engines-agreement-2026-10-24-to-11-09/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Three AI engines: how often they name the same local business

Coverage:
- Hacker News (AI) (2026-11-10): [Three AI engines: how often they name the same local business](https://news.ycombinator.com/item?id=50438580) -- lead source

### Technical Writing in the AI era

- Permalink: https://110010.art/d/b83407bfe40c4f9d/
- Original: https://rsbh.dev/notes/technical-writing-in-the-ai-era
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Technical Writing in the AI Era

Coverage:
- Hacker News (AI) (2026-11-10): [Technical Writing in the AI Era](https://news.ycombinator.com/item?id=50438521) -- lead source

### Meet the sad wives of AI

- Permalink: https://110010.art/d/c9139e8024cd40fb/
- Original: https://www.wired.com/story/meet-the-sad-wives-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Meet the Sad Wives of AI

Coverage:
- Hacker News (AI) (2026-11-10): [Meet the Sad Wives of AI](https://news.ycombinator.com/item?id=50438429) -- lead source

### Show HN: DayBreak, a stock brief where the AI never touches the numbers

- Permalink: https://110010.art/d/edd9a91291ee440c/
- Original: https://github.com/XahidEx/DayBreak
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: DayBreak, a stock brief where the AI never touches the numbers](https://news.ycombinator.com/item?id=50438403) -- lead source

### AI usage generates a fragile codebase

- Permalink: https://110010.art/d/6637af19ec324059/
- Original: https://evanxmerz.com/post/ai-usage-generates-a-fragile-codebase/
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [AI usage generates a fragile codebase](https://news.ycombinator.com/item?id=50438318) -- lead source

### Fable 5.2 includes training-time caps in addition to guardrails against AI acceleration

- Permalink: https://110010.art/d/cfce50458cce419e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsjfwo/fable_52_not_only_has_guardrails_against_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Fable 5.2 not only has guardrails against AI acceleration, its capabilities were capped in training too

This seems excessive, especially if they trust their classification models for safeguards, why add both? However I guess it is to be expected from a private company. It's also "yet another reason" for open weight...

Coverage:
- r/LocalLLaMA (2026-11-10): [Fable 5.2 not only has guardrails against AI acceleration, its capabilities were capped in training too](https://www.reddit.com/r/LocalLLaMA/comments/1xsjfwo/fable_52_not_only_has_guardrails_against_ai/) -- lead source

### AI and Irontown: what the partnership means for the steel industry; arXiv paper analyzes collaboration?

- Permalink: https://110010.art/d/ca281e01208f48e1/
- Original: https://lucumr.pocoo.org/2026/11/9/irontown/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI and Irontown

Coverage:
- Hacker News (AI) (2026-11-10): [AI and Irontown](https://news.ycombinator.com/item?id=50438293) -- lead source

### How has AI changed project estimates and team composition?

- Permalink: https://110010.art/d/1fc6b7b16f6f4577/
- Original: https://news.ycombinator.com/item?id=50438272
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: How has AI changed your project estimates and team composition?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: How has AI changed your project estimates and team composition?](https://news.ycombinator.com/item?id=50438272) -- lead source

### Qwen character song video by 小伙伴Ko posted ahead of Qwen 4 drop

- Permalink: https://110010.art/d/46eb692add5e402b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsj73e/i_found_this_gem_when_searching_qwen_stuff_a_qwen/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: I found this gem when searching Qwen stuff, a Qwen "character song"
- Tags: [Qwen](https://110010.art/tags/qwen/)

Original video by 小伙伴Ko  Good thing to watch before Qwen 4 drop 😄     submitted by    /u/doraemoe   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [I found this gem when searching Qwen stuff, a Qwen "character song"](https://www.reddit.com/r/LocalLLaMA/comments/1xsj73e/i_found_this_gem_when_searching_qwen_stuff_a_qwen/) -- lead source

### GPU price surge prompts consideration of trading RTX 3090s for RTX 4090 or 5090 revisions

- Permalink: https://110010.art/d/ec8d9f0462bd49bb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsj2dv/i_have_an_interesting_opportunity/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: I have an interesting opportunity

So due to rise of GPU prices im kinda positioned in a weird spot. Currently I own and running 4 rtx 3090s where I have 2 zotacs and 2 rog strixs. Each pair is nvlinked . Due to how scarce it is rn to even find 3090s...

Coverage:
- r/LocalLLaMA (2026-11-10): [I have an interesting opportunity](https://www.reddit.com/r/LocalLLaMA/comments/1xsj2dv/i_have_an_interesting_opportunity/) -- lead source

### Gemini Carbon released announces Tell HN: Gemini Carbon released

- Permalink: https://110010.art/d/10fb131cf96b4373/
- Original: https://news.ycombinator.com/item?id=50438001
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Tell HN: Gemini Carbon released
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-10): [Tell HN: Gemini Carbon released](https://news.ycombinator.com/item?id=50438001) -- lead source
- Hacker News (AI) (2026-11-10): [Gemini Carbon API out today](https://news.ycombinator.com/item?id=50442025)

### AI bubble: calls are coming from inside the house

- Permalink: https://110010.art/d/1a89705cbe504586/
- Original: https://roddubitsky.substack.com/p/ai-bubble-the-calls-are-coming-from
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Bubble: The Calls Are Coming from Inside the House

Coverage:
- Hacker News (AI) (2026-11-10): [AI Bubble: The Calls Are Coming from Inside the House](https://news.ycombinator.com/item?id=50437784) -- lead source

### Fireworks AI reports October 2026 security incident.

- Permalink: https://110010.art/d/60cab537897949dd/
- Original: https://fireworks.ai/security/bulletins/october-2026-security-incident-update
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Fireworks.ai Update on October 2026 security incident

Coverage:
- Hacker News (AI) (2026-11-10): [Fireworks.ai Update on October 2026 security incident](https://news.ycombinator.com/item?id=50437665) -- lead source

### CCP Mommy was behind local AI models Deepseek, Kimi, and Qwen, according to a user submission

- Permalink: https://110010.art/d/897193210a89409b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xshrej/so_ccp_mommy_was_actually_behind_our_local/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: So CCP Mommy was actually behind our local Deepseek, Kimi, Qwen all along?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Moonshot AI](https://110010.art/tags/moonshot-ai/), [Qwen](https://110010.art/tags/qwen/)

submitted by    /u/ANONYMOUS_GAMER_07   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [So CCP Mommy was actually behind our local Deepseek, Kimi, Qwen all along?](https://www.reddit.com/r/LocalLLaMA/comments/1xshrej/so_ccp_mommy_was_actually_behind_our_local/) -- lead source

### I Access Auditor shows and revokes what your AI coding agents can access

- Permalink: https://110010.art/d/18f295bc78e74bf2/
- Original: https://github.com/dirmedmr-alt/ai-access-auditor
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: I Access Auditor – see and revoke what your AI coding agents can access

Coverage:
- Hacker News (AI) (2026-11-10): [I Access Auditor – see and revoke what your AI coding agents can access](https://news.ycombinator.com/item?id=50437570) -- lead source
- Hacker News (AI) (2026-11-12): [Agent-access-review – an access review for AI agents' MCP configs](https://news.ycombinator.com/item?id=50469061)

### Researchers propose that the sky is the limit; users discuss the idea on Reddit

- Permalink: https://110010.art/d/9784bfbfd70a40c6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xshofl/thats_already_crazy/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: That's already crazy

https://preview.redd.it/e9kzovucxq0i1.png?width=1257&format=png&auto=webp&s=6eb3995d42c0bbd2220c0c22403aa10f16763bc2 The sky is the limit?    submitted by    /u/yahbluez   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [That's already crazy](https://www.reddit.com/r/LocalLLaMA/comments/1xshofl/thats_already_crazy/) -- lead source

### Living Dead cast expresses horror at AI-made sequel they were originally set to star in

- Permalink: https://110010.art/d/183cf469b8c04c6b/
- Original: https://kotaku.com/return-of-the-living-dead-cast-horrified-by-ai-made-sequel-they-were-originally-set-to-star-in-2000754899
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Return of the Living Dead Cast Horrified by AI-Made Sequel They Were Set to Star

Coverage:
- Hacker News (AI) (2026-11-10): [Return of the Living Dead Cast Horrified by AI-Made Sequel They Were Set to Star](https://news.ycombinator.com/item?id=50437498) -- lead source

### Are GPUs the real digital dope of modern age?

- Permalink: https://110010.art/d/607eb911a769470a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xshgc1/are_gpus_the_real_digital_dope_of_modern_age/
- Source: r/LocalLLaMA
- Published: 2026-11-10

Think about it: games, videos, LLMs - you can do all of it with powerful GPU. More is better and the more you buy the more you save time doing things - just like uncle Jensen said. Chinese models are so good that you...

Coverage:
- r/LocalLLaMA (2026-11-10): [Are GPUs the real digital dope of modern age?](https://www.reddit.com/r/LocalLLaMA/comments/1xshgc1/are_gpus_the_real_digital_dope_of_modern_age/) -- lead source

### Antelog stops AI coding agents from running dangerous commands

- Permalink: https://110010.art/d/1b9ae32ad7644d2d/
- Original: https://antelog.dev/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Antelog – stops AI coding agents from running dangerous commands

Coverage:
- Hacker News (AI) (2026-11-10): [Antelog – stops AI coding agents from running dangerous commands](https://news.ycombinator.com/item?id=50437368) -- lead source

### ggml-org/llama.cpp adds --shard support to load models from multiple shard locations and enables PLE (engram) file loading from separate GGUFs

- Permalink: https://110010.art/d/a578281f106f4622/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsgpby/feat_external_ple_file_loading_by_pwilkin_pull/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: feat: external PLE file loading by pwilkin · Pull Request #31185 · ggml-org/llama.cpp
- Tags: [Llama](https://110010.art/tags/llama/)

Overview Provides a new --shard command line argument and support for loading a model from multiple shard locations; common use case is loading the PLE (engram) files from a separate GGUF. Adds conversion support for...

Coverage:
- r/LocalLLaMA (2026-11-10): [feat: external PLE file loading by pwilkin · Pull Request #31185 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xsgpby/feat_external_ple_file_loading_by_pwilkin_pull/) -- lead source

### LLMs without thinking struggle to follow detailed instructions for agentic tasks, study finds

- Permalink: https://110010.art/d/d80ca867e67e4c85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsg7wr/unpopular_opinion_llms_without_thinking_are/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Unpopular opinion: LLMs without thinking are useless for agentic work because they can't follow instructions
- Tags: [Qwen](https://110010.art/tags/qwen/)

I've been trying to create semi-autonomous agents to handle private data sorting, and regardless of their size I find them unable to follow detailed instructions provided in AGENTS.md I have tried qwen3.6, then...

Coverage:
- r/LocalLLaMA (2026-11-10): [Unpopular opinion: LLMs without thinking are useless for agentic work because they can't follow instructions](https://www.reddit.com/r/LocalLLaMA/comments/1xsg7wr/unpopular_opinion_llms_without_thinking_are/) -- lead source

### Explain a zipper? Why AI makes you feel smarter than you are [video]

- Permalink: https://110010.art/d/03ad6d66409b4724/
- Original: https://www.youtube.com/watch?v=tqAangiY0FE
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Can You Explain a Zipper? Why AI Makes You Feel Smarter Than You Are [video]

Coverage:
- Hacker News (AI) (2026-11-10): [Can You Explain a Zipper? Why AI Makes You Feel Smarter Than You Are [video]](https://news.ycombinator.com/item?id=50436930) -- lead source

### More enthusiasts will use custom quantisations built by opus and Asta for their hardware and precision needs

- Permalink: https://110010.art/d/83cea65bd1f84c13/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsg2cu/prediction_more_enthusiasts_will_get_custom/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Prediction: more enthusiasts will get custom quantisations build by opus and Asta for their hardware and precision needs
- Tags: [Qwen](https://110010.art/tags/qwen/)

Based on my own little experiment and other reports I predict that more and more enthusiasts will ask a frontier LLM to build a custom quant of their favourite model. If Qwen 4 finally arrives I’ll try a ready made...

Coverage:
- r/LocalLLaMA (2026-11-10): [Prediction: more enthusiasts will get custom quantisations build by opus and Asta for their hardware and precision needs](https://www.reddit.com/r/LocalLLaMA/comments/1xsg2cu/prediction_more_enthusiasts_will_get_custom/) -- lead source

### Hire AI agents and pay in Monero (XMR)

- Permalink: https://110010.art/d/90112c8e19f6470e/
- Original: https://agents.monero.jobs
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Hire AI Agents and Pay in Monero (XMR)

Coverage:
- Hacker News (AI) (2026-11-10): [Hire AI Agents and Pay in Monero (XMR)](https://news.ycombinator.com/item?id=50436878) -- lead source

### We’re launching an in-game AI agent for WoW.

- Permalink: https://110010.art/d/a62083575c7041fc/
- Original: https://willocompanion.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: We're launching an in-game AI agent for WoW

Coverage:
- Hacker News (AI) (2026-11-10): [We're launching an in-game AI agent for WoW](https://news.ycombinator.com/item?id=50436869) -- lead source

### FLEY AI-Voce is a voice AI assistant that can also control your PC and phone

- Permalink: https://110010.art/d/31ba70579b9243cb/
- Original: https://news.ycombinator.com/item?id=50436493
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: FLEY AI-Voce – a voice AI assistant you but can also control your PC and phone

Coverage:
- Hacker News (AI) (2026-11-10): [FLEY AI-Voce – a voice AI assistant you but can also control your PC and phone](https://news.ycombinator.com/item?id=50436493) -- lead source

### I don’t want AI in my online search; what options do I have?

- Permalink: https://110010.art/d/0bdfc92a49d84b57/
- Original: https://theconversation.com/i-dont-want-ai-in-my-online-search-what-options-do-i-have-295875
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: I don't want AI in my online search. What options do I have?

Coverage:
- Hacker News (AI) (2026-11-10): [I don't want AI in my online search. What options do I have?](https://news.ycombinator.com/item?id=50436472) -- lead source

### In communist China model abliterates you

- Permalink: https://110010.art/d/13c7e5557cf14434/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xses4r/in_communist_china_model_abliterates_you/
- Source: r/LocalLLaMA
- Published: 2026-11-10

RIP Jensen    submitted by    /u/raul3820   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [In communist China model abliterates you](https://www.reddit.com/r/LocalLLaMA/comments/1xses4r/in_communist_china_model_abliterates_you/) -- lead source

### Show HN: Calculators for token costs and Claude Code API budgets

- Permalink: https://110010.art/d/cd8ff413fe7344f8/
- Original: https://modelfold.ai/tools/claude-code-cost
- Source: Hacker News (AI)
- Published: 2026-11-10
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: Calculators for token costs and Claude Code API budgets](https://news.ycombinator.com/item?id=50436457) -- lead source

### Aipicks.ca uses multi-sport AI models to find edges in table tennis

- Permalink: https://110010.art/d/be1f81bbed734d45/
- Original: https://aipicks.ca/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Aipicks.ca – Using multi-sport AI models to find edges in table tennis

Coverage:
- Hacker News (AI) (2026-11-10): [Aipicks.ca – Using multi-sport AI models to find edges in table tennis](https://news.ycombinator.com/item?id=50436256) -- lead source

### Audio embeddings inference in C++/GGML with clap.cpp and OpenAI-compatible HTTP endpoint

- Permalink: https://110010.art/d/388509b3395d4bd7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsdy76/audio_embeddings_inference_in_cggml_with_clapcpp/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Audio embeddings inference in C++/GGML with clap.cpp
- Tags: [OpenAI](https://110010.art/tags/openai/)

I implemented clap.cpp, audio embedding inference in C++/GGML. It uses GGUF models and provides a CLI, an HTTP server, and Python, Rust, and Node.js bindings.  Models including CLAP, CLAP2, CLaMP3, MERT, MuQ, and...

Coverage:
- r/LocalLLaMA (2026-11-10): [Audio embeddings inference in C++/GGML with clap.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xsdy76/audio_embeddings_inference_in_cggml_with_clapcpp/) -- lead source

### FlashStates unlocks flexible hybrid state management for agentic LLM inference

- Permalink: https://110010.art/d/0744535db22a4a96/
- Original: https://flashstates.ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: FlashStates Unlocking Flexible Hybrid State Management for Agentic LLM Inference

Coverage:
- Hacker News (AI) (2026-11-10): [FlashStates Unlocking Flexible Hybrid State Management for Agentic LLM Inference](https://news.ycombinator.com/item?id=50436074) -- lead source

### Autonomous AI agents conduct end-to-end research with human participants.

- Permalink: https://110010.art/d/a1675256bcf346e7/
- Original: https://advanced.onlinelibrary.wiley.com/doi/10.1002/advs.76675
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Autonomous AI Agents Conduct End-to-End Research with Human Participants

Coverage:
- Hacker News (AI) (2026-11-10): [Autonomous AI Agents Conduct End-to-End Research with Human Participants](https://news.ycombinator.com/item?id=50436070) -- lead source

### China’s threat discussed by arXiv submission

- Permalink: https://110010.art/d/e5f9d5ecda51483b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsdfep/the_chinese_threat/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: The Chinese threat

submitted by    /u/PhilosophyforOne   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-10): [The Chinese threat](https://www.reddit.com/r/LocalLLaMA/comments/1xsdfep/the_chinese_threat/) -- lead source

### Qwen3.8-40B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUF expands from 27B to 40B; user notes long chat_template length

- Permalink: https://110010.art/d/937ed2c301fd449f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsde08/these_names_are_wild_but_i_love_themnew_model/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: These names are wild, but I love them/New Model: DavidAU Qwen3.8-40B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUF
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/)

So fresh I havent even loaded it up yet https://huggingface.co/DavidAU/Qwen3.8-40B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUF Interested to see what the expansion out of 27B to 40B has done overall...

Coverage:
- r/LocalLLaMA (2026-11-10): [These names are wild, but I love them/New Model: DavidAU Qwen3.8-40B-Ultimate-Heretic-Uncensored-Turbo-Brilliance-50x-AGI-NEO-GGUF](https://www.reddit.com/r/LocalLLaMA/comments/1xsde08/these_names_are_wild_but_i_love_themnew_model/) -- lead source

### Self-improving AI advances through the Red Queen hypothesis approach

- Permalink: https://110010.art/d/c7759a73401a402a/
- Original: https://www.cl.cam.ac.uk/news/2026/07-21-red-queen-hypothesis/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: The Red Queen hypothesis – a new way forward for self-improving AI

Coverage:
- Hacker News (AI) (2026-11-10): [The Red Queen hypothesis – a new way forward for self-improving AI](https://news.ycombinator.com/item?id=50435877) -- lead source

### Ask HN: Are companies making money by using AI?

- Permalink: https://110010.art/d/221a702d09f84c5f/
- Original: https://news.ycombinator.com/item?id=50435819
- Source: Hacker News (AI)
- Published: 2026-11-10

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: Are companies making money by using AI?](https://news.ycombinator.com/item?id=50435819) -- lead source

### Trump says he told an AI executive to kiss his family goodbye before going to jail

- Permalink: https://110010.art/d/a5929ea2685a472b/
- Original: https://gizmodo.com/trump-says-he-told-an-ai-executive-to-kiss-his-family-goodbye-before-going-to-jail-2000837040
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Trump Says He Told AI Executive to Kiss His Family Goodbye Before Going to Jail

Coverage:
- Hacker News (AI) (2026-11-10): [Trump Says He Told AI Executive to Kiss His Family Goodbye Before Going to Jail](https://news.ycombinator.com/item?id=50435784) -- lead source

### AI Second Brain Masterclass; video onderdelen provide overview of techniques

- Permalink: https://110010.art/d/baae86daf5944fcd/
- Original: https://www.youtube.com/watch?v=QY5joNgjR5o
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: AI Second Brain Masterclass [video]

Coverage:
- Hacker News (AI) (2026-11-10): [AI Second Brain Masterclass [video]](https://news.ycombinator.com/item?id=50435693) -- lead source

### CoreWeave bond yield tops 16% as AI credit stress rises.

- Permalink: https://110010.art/d/5d2d697332d346ad/
- Original: https://www.cnbc.com/2026/11/06/coreweave-bond-yield-tops-16percent-as-ai-credit-stress-rises.html
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: CoreWeave bond yield tops 16% as AI credit stress rises

Coverage:
- Hacker News (AI) (2026-11-10): [CoreWeave bond yield tops 16% as AI credit stress rises](https://news.ycombinator.com/item?id=50435660) -- lead source

### Charleston AI releases new model for urban navigation

- Permalink: https://110010.art/d/e847cf24b6e14bf7/
- Original: https://ai-chs.com/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Charleston AI

Coverage:
- Hacker News (AI) (2026-11-10): [Charleston AI](https://news.ycombinator.com/item?id=50435630) -- lead source

### Show HN: AI Frothiness Index; daily reading of how stretched the AI boom is

- Permalink: https://110010.art/d/e81bea10d21c40a8/
- Original: https://frothiness.jagular.io
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Show HN: AI Frothiness Index. Daily reading of how stretched the AI boom is

Coverage:
- Hacker News (AI) (2026-11-10): [Show HN: AI Frothiness Index. Daily reading of how stretched the AI boom is](https://news.ycombinator.com/item?id=50435624) -- lead source

### Microsoft patent turns idle gaming GPUs into paid AI training hardware

- Permalink: https://110010.art/d/8c011f1ddbb04cb0/
- Original: https://videocardz.com/newz/microsoft-could-pay-gamers-for-using-spare-gpu-capacity-to-train-ai
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-10
- Original headline: Microsoft patent: turning idle gaming GPUs into paid AI training hardware

Coverage:
- Hacker News (AI) (2026-11-10): [Microsoft patent: turning idle gaming GPUs into paid AI training hardware](https://news.ycombinator.com/item?id=50435601) -- lead source
- r/LocalLLaMA (2026-11-11): [Microsoft files a patent application to train AI models on idle consumer GPUs](https://www.reddit.com/r/LocalLLaMA/comments/1xtowe4/microsoft_files_a_patent_application_to_train_ai/)

### Qwen3.8-Flash-Next: user experiments with swapping ngrams in latest version; no clear performance benefits observed

- Permalink: https://110010.art/d/97c637dad34b46b2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsbmbx/qwen38flashnext_have_you_tried_swapping_the/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Qwen3.8-Flash-Next: Have you tried swapping the ngrams as per their latest version?
- Tags: [Qwen](https://110010.art/tags/qwen/), [Strix Halo](https://110010.art/tags/strix-halo/)

Edit: Using unsloth UD-Q4_K_XL and q8_0 engrams Just curious to know what benefit it brings. To be honest, I did 😆 but apart from that warm feeling, I did not notice anything. I would like to know if someone did and...

Coverage:
- r/LocalLLaMA (2026-11-10): [Qwen3.8-Flash-Next: Have you tried swapping the ngrams as per their latest version?](https://www.reddit.com/r/LocalLLaMA/comments/1xsbmbx/qwen38flashnext_have_you_tried_swapping_the/) -- lead source

### American Express cuts 5% of its workforce to prepare for AI

- Permalink: https://110010.art/d/95c7536fa1714919/
- Original: https://www.cnbc.com/2026/10/23/american-express-job-cuts.html
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: American Express is cutting 5% of its workforce to 'prepare for AI'

Coverage:
- Hacker News (AI) (2026-11-10): [American Express is cutting 5% of its workforce to 'prepare for AI'](https://news.ycombinator.com/item?id=50435388) -- lead source

### Multiverse Computing releases Comet 60B (A12B) GGUFs with MTP head for stock llama.cpp; user converts Nemotron 3.5 Super compressed model to GGUF

- Permalink: https://110010.art/d/b766564d32b7439c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsbc2r/multiverse_computings_comet_60b_a12b_ggufs_with/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Multiverse Computing's Comet 60B (A12B) GGUFs with the MTP head
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Llama](https://110010.art/tags/llama/)

I wanted to try MultiverseComputingCAI/Comet_60B_A12B_BF16 (Multiverse Computing's compressed version of Nemotron 3.5 Super), so I converted it to GGUF, and it runs on stock llama.cpp:  Q4_K_M (42.6 GB) Q8_0 (64.2...

Coverage:
- r/LocalLLaMA (2026-11-10): [Multiverse Computing's Comet 60B (A12B) GGUFs with the MTP head](https://www.reddit.com/r/LocalLLaMA/comments/1xsbc2r/multiverse_computings_comet_60b_a12b_ggufs_with/) -- lead source

### Musk and Gwynne Shotwell discuss AI risks, peer review, Starship, Terafab, and a merger

- Permalink: https://110010.art/d/5fa152f334e14a1c/
- Original: https://www.youtube.com/watch?v=iwBOQeFPAwg
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Musk and Gwynne Shotwell on AI Risks, Peer Review, Starship, Terafab, Merger

Coverage:
- Hacker News (AI) (2026-11-10): [Musk and Gwynne Shotwell on AI Risks, Peer Review, Starship, Terafab, Merger](https://news.ycombinator.com/item?id=50435293) -- lead source

### Proton CEO dismisses an AI security-test request as "bullshit and loser thinking

- Permalink: https://110010.art/d/e47d2374a71d472a/
- Original: https://www.reddit.com/r/ProtonMail/comments/1xilgwk/manifestos_fear_and_loser_thinking_inside_protons/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Proton CEO dismisses AI security-test request as 'bullshit and loser thinking'

Coverage:
- Hacker News (AI) (2026-11-10): [Proton CEO dismisses AI security-test request as 'bullshit and loser thinking'](https://news.ycombinator.com/item?id=50435242) -- lead source

### CUDA+ROCm dual-backends LLM inference for mixed-vendor GPUs (up to 48% faster)

- Permalink: https://110010.art/d/4a1b300a77874228/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsaurn/cudarocm_dualbackends_llm_inference_for/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Tags: [CUDA](https://110010.art/tags/cuda/), [Strix Halo](https://110010.art/tags/strix-halo/), [Llama](https://110010.art/tags/llama/)

I have seen potential in combining Strix Halo's iGPU with RTX 5090 for LLM inferencing. Initially I found no inference engine that can run LLM inference on both these GPUs at the same time, inference engine such as...

Coverage:
- r/LocalLLaMA (2026-11-10): [CUDA+ROCm dual-backends LLM inference for mixed-vendor GPUs (up to 48% faster)](https://www.reddit.com/r/LocalLLaMA/comments/1xsaurn/cudarocm_dualbackends_llm_inference_for/) -- lead source

### Australian AI lab Maincode releases Matilda Platypus 13B Qwen 3 fine-tuned models via model stitching

- Permalink: https://110010.art/d/84b2a3dffd804809/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsaujd/australian_finetunes/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Australian Finetunes
- Tags: [Qwen](https://110010.art/tags/qwen/)

The Australian AI lab Maincode has released a set of Qwen 3 fine tunes that have been pulled together with Model Stitching. From the model card:  Matilda Platypus is a family of intermediate-size language models...

Coverage:
- r/LocalLLaMA (2026-11-10): [Australian Finetunes](https://www.reddit.com/r/LocalLLaMA/comments/1xsaujd/australian_finetunes/) -- lead source

### What rig to use for 6-8k CAD: m5 Ultra 96GB or m5 Max 128GB vs. custom PC and other workstations for AI workflows

- Permalink: https://110010.art/d/2d46fb0fd7c94016/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xsa6jf/what_type_of_rig_would_you_suggest_for_68k_cad/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: What type of rig would you suggest for 6-8k CAD? (4-5k USD)
- Tags: [Qwen](https://110010.art/tags/qwen/)

I need to get an all-around work station soon because my current laptop is getting old and I'm now offloading a bit of work to it. Since I dabble with local AI already, I was thinking of getting an m5 utlra 96GB (8k)...

Coverage:
- r/LocalLLaMA (2026-11-10): [What type of rig would you suggest for 6-8k CAD? (4-5k USD)](https://www.reddit.com/r/LocalLLaMA/comments/1xsa6jf/what_type_of_rig_would_you_suggest_for_68k_cad/) -- lead source

### Toptal AI offers full-stack AI services for agent creation.

- Permalink: https://110010.art/d/659fb0dec5f546f0/
- Original: https://www.toptal.ai/
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Toptal AI – Full-Stack AI Services Company in the World for Agent Creation

Coverage:
- Hacker News (AI) (2026-11-10): [Toptal AI – Full-Stack AI Services Company in the World for Agent Creation](https://news.ycombinator.com/item?id=50434934) -- lead source

### Show HN: Publishub, an AI copilot for video creators and editors.

- Permalink: https://110010.art/d/002bdb0346504d22/
- Original: https://www.getpublishub.com
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Ask HN: How do you check the security of AI-generated code before shipping?

Coverage:
- Hacker News (AI) (2026-11-10): [Ask HN: How do you check the security of AI-generated code before shipping?](https://news.ycombinator.com/item?id=50434825) -- lead source
- Hacker News (AI) (2026-11-12): [Ensuring AI-generated code does what we want](https://news.ycombinator.com/item?id=50468716)

### I made a 400M model for NPC judgment calls in games; Ettin-400M is an encoder fine-tuned to answer small game questions with scene, question, and options input.

- Permalink: https://110010.art/d/41e1a64699684357/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs9nux/i_made_a_400m_model_for_npc_judgement_calls_in/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: I made a 400M model for NPC judgement calls in games (Apache-2.0, ~0.1s on a 3060 Ti)
- Tags: [Jev](https://110010.art/tags/jev/)

The model is an encoder (Ettin-400M) fine-tuned to answer small game questions. You give it a scene, a question, and some options, and it returns probabilities or "not sure". The model was inspired by Jev. Stuff...

Coverage:
- r/LocalLLaMA (2026-11-10): [I made a 400M model for NPC judgement calls in games (Apache-2.0, ~0.1s on a 3060 Ti)](https://www.reddit.com/r/LocalLLaMA/comments/1xs9nux/i_made_a_400m_model_for_npc_judgement_calls_in/) -- lead source

### OpenRing is an open-source, self-hosted voice AI agent platform (Vapi alternative).

- Permalink: https://110010.art/d/a0b63b28ef4a4560/
- Original: https://github.com/elifalanrocha/openring
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: OpenRing – self-hosted voice AI agents with a Vapi-compatible API

Coverage:
- Hacker News (AI) (2026-11-10): [OpenRing – self-hosted voice AI agents with a Vapi-compatible API](https://news.ycombinator.com/item?id=50434581) -- lead source

### Learning abstractions: the next frontier for AI

- Permalink: https://110010.art/d/d61f62b6aaa1497e/
- Original: https://twitter.com/jmugan/status/2119593410268999700
- Source: Hacker News (AI)
- Published: 2026-11-10
- Original headline: Learning Abstractions: The Next Frontier for AI

Coverage:
- Hacker News (AI) (2026-11-10): [Learning Abstractions: The Next Frontier for AI](https://news.ycombinator.com/item?id=50434434) -- lead source

### ThumbFree runs NVIDIA Parakeet 0.6B on device for offline voice typing on Android and iPhone

- Permalink: https://110010.art/d/9a6637265a6b459d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs8hfw/free_opensource_voice_typing_for_any_app_on/
- Source: r/LocalLLaMA
- Published: 2026-11-10
- Original headline: Free, open-source voice typing for any app on Android and iPhone: the speech model runs on your phone, so it works offline
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

I wanted voice typing that doesn't send my voice to a server, so I built ThumbFree. It runs NVIDIA's Parakeet 0.6B speech model right on the phone. After a one-time model download, it even works in airplane mode. The...

Coverage:
- r/LocalLLaMA (2026-11-10): [Free, open-source voice typing for any app on Android and iPhone: the speech model runs on your phone, so it works offline](https://www.reddit.com/r/LocalLLaMA/comments/1xs8hfw/free_opensource_voice_typing_for_any_app_on/) -- lead source

### Guide detailing how to manipulate individual neurons in Qwen's MLP blocks (neuron steering) and its inspiration from prior work

- Permalink: https://110010.art/d/7ab805440f124423/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs81f3/how_to_mess_around_with_neurons_a_short_guide/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: How to mess around with neurons... a short guide
- Tags: [Qwen](https://110010.art/tags/qwen/)

I made a couple of posts about weird neurons inside Qwen that I'd found and lots of people were asking how it was done so I thought it would be useful for people to have a guide. Generally this was inspired by...

Coverage:
- r/LocalLLaMA (2026-11-09): [How to mess around with neurons... a short guide](https://www.reddit.com/r/LocalLLaMA/comments/1xs81f3/how_to_mess_around_with_neurons_a_short_guide/) -- lead source

### New York Times article argues AI’s role in suppressing wages is misunderstood

- Permalink: https://110010.art/d/aa075d0a0a8f40d5/
- Original: https://gizmodo.com/the-new-york-times-doesnt-understand-ais-role-in-suppressing-wages-2000836392
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The New York Times Doesn't Understand AI's Role in Suppressing Wages

Coverage:
- Hacker News (AI) (2026-11-09): [The New York Times Doesn't Understand AI's Role in Suppressing Wages](https://news.ycombinator.com/item?id=50434011) -- lead source

### JoesProxy is a free network workbench for your AI agent

- Permalink: https://110010.art/d/c9ebe5441a0746e0/
- Original: https://www.joesproxy.com/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: JoesProxy – The free network workbench for your AI agent

Coverage:
- Hacker News (AI) (2026-11-09): [JoesProxy – The free network workbench for your AI agent](https://news.ycombinator.com/item?id=50433956) -- lead source

### Inference optimization performance and tips; reader asks for guidance on optimizing inference workloads with a 4070 and 64GB RAM

- Permalink: https://110010.art/d/b1d0ff9475e84575/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs7bde/inference_optimization/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Inference optimization

Hey all, Looking to learn inference optimization, I learn by doing u fortunately but I have read a good part of the inference engineering book by Philip Kelly. Currently have a 4070 and 64gb of RAM.  any tips?...

Coverage:
- r/LocalLLaMA (2026-11-09): [Inference optimization](https://www.reddit.com/r/LocalLLaMA/comments/1xs7bde/inference_optimization/) -- lead source

### Why is AI text so frustrating to read

- Permalink: https://110010.art/d/b6b411dc974142f3/
- Original: https://zonderlabs.com/slop
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Why Is AI Slop So Frustrating to Read?

Coverage:
- Hacker News (AI) (2026-11-09): [Why Is AI Slop So Frustrating to Read?](https://news.ycombinator.com/item?id=50433799) -- lead source
- Hacker News (AI) (2026-11-10): [Why is AI slop so frustrating to read?](https://news.ycombinator.com/item?id=50434647)

### VRAM usage spikes to 0.5–1 GB during prompt processing on Vulkan Llama.cpp with 7900 XTX

- Permalink: https://110010.art/d/67e87098922241c5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs72gf/vram_051gb_vram_usage_spikes_during_prompt/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: vram ~0.5-1Gb vram usage spikes during prompt processing on vulkan llama.cpp 7900xtx
- Tags: [Llama](https://110010.art/tags/llama/)

https://preview.redd.it/ai9305086o0i1.png?width=194&format=png&auto=webp&s=f4af9545097ef625a961ce960a61af48a0113abe is it possible to fix?     submitted by    /u/Jebbyk1   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [vram ~0.5-1Gb vram usage spikes during prompt processing on vulkan llama.cpp 7900xtx](https://www.reddit.com/r/LocalLLaMA/comments/1xs72gf/vram_051gb_vram_usage_spikes_during_prompt/) -- lead source

### Building a full ASIC chip (no AI)

- Permalink: https://110010.art/d/055a74e77db845f3/
- Original: https://essenceia.github.io/projects/expresso/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Building a full ASIC chip (no AI)](https://news.ycombinator.com/item?id=50433682) -- lead source

### Show HN: Live counts of AI assistants reading a diaspora business directory

- Permalink: https://110010.art/d/a1822a761a654bdb/
- Original: https://nibiashara.com/agent-index
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Live counts of AI assistants reading a diaspora business directory](https://news.ycombinator.com/item?id=50433678) -- lead source

### AI Bubble Tracker reports signs of cooling in AI funding and hype; data shows slower growth in investments and deal activity

- Permalink: https://110010.art/d/112f7ff38bb44c24/
- Original: https://endtime-instruments.org/ai-bubble-tracker/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI Bubble Tracker

Coverage:
- Hacker News (AI) (2026-11-09): [AI Bubble Tracker](https://news.ycombinator.com/item?id=50433669) -- lead source

### A year after the 100% AI mandate, nobody understands our code.

- Permalink: https://110010.art/d/803d68cda9274bc6/
- Original: https://www.reddit.com/r/ClaudeCode/comments/1xq2n3t/a_year_after_the_100_ai_mandate_nobody/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: A year after the 100% AI mandate nobody understands our code

Coverage:
- Hacker News (AI) (2026-11-09): [A year after the 100% AI mandate nobody understands our code](https://news.ycombinator.com/item?id=50433079) -- lead source

### AI labs raise prices without raising prices

- Permalink: https://110010.art/d/5a64a066bb494b49/
- Original: https://playcode.io/blog/ai-labs-raise-prices-without-raising-prices
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI labs raise prices without raising prices](https://news.ycombinator.com/item?id=50433048) -- lead source

### I use 11.35B AI tokens a month; how many do you use?

- Permalink: https://110010.art/d/19b3a00d3b3b423b/
- Original: https://jellyfish.co/blog/is-tokenmaxxing-cost-effective-new-data-from-jellyfish-explains/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: I use 11.35B AI tokens a month. How many do you use?

Coverage:
- Hacker News (AI) (2026-11-09): [I use 11.35B AI tokens a month. How many do you use?](https://news.ycombinator.com/item?id=50433002) -- lead source

### USB: A trust layer for AI skills and MCP servers

- Permalink: https://110010.art/d/c619ab78c4d446ce/
- Original: https://github.com/PeepSick/usbplus
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [USB: A trust layer for AI skills and MCP servers](https://news.ycombinator.com/item?id=50432661) -- lead source

### Dialectic, requirements, and verifiable tests can improve a model's code output quality.

- Permalink: https://110010.art/d/ab99588aac754581/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs4kit/dialectic_requirements_and_verifiable_tests_will/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Dialectic, Requirements, and Verifiable tests will drastically increase your model's code output quality
- Tags: [Qwen](https://110010.art/tags/qwen/), [Claude](https://110010.art/tags/claude/)

Creating a list of requirements and documentation/tests (in Cucumber or EARS style) with your model is a great way to improve it's code. Just got through a weekend long binary protocol build with Qwen3.8-27B (6K...

Coverage:
- r/LocalLLaMA (2026-11-09): [Dialectic, Requirements, and Verifiable tests will drastically increase your model's code output quality](https://www.reddit.com/r/LocalLLaMA/comments/1xs4kit/dialectic_requirements_and_verifiable_tests_will/) -- lead source

### AI chip financing stalls as funding slows for foundry and startups

- Permalink: https://110010.art/d/17359f054faf4357/
- Original: https://www.semafor.com/article/11/09/2026/ai-chip-financing-hits-a-wall
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI chip financing hits a wall

Coverage:
- Hacker News (AI) (2026-11-09): [AI chip financing hits a wall](https://news.ycombinator.com/item?id=50432517) -- lead source

### Batch inference performance: larger batches increase overall tokens per second while reducing per-request speed; AMD MI455x tops the comparison across Kimi k3 and three other models.

- Permalink: https://110010.art/d/8d3ef597526146d3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs4eyc/if_you_want_to_learn_about_batch_inferencing/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: If you want to learn about batch inferencing
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Article compares performance of large data center cards. Tells us for larger batches , inference speed of individual requests goes down, but overall performance of the entire batch goes up. In other words more tokens...

Coverage:
- r/LocalLLaMA (2026-11-09): [If you want to learn about batch inferencing](https://www.reddit.com/r/LocalLLaMA/comments/1xs4eyc/if_you_want_to_learn_about_batch_inferencing/) -- lead source

### Fireworks AI hacked

- Permalink: https://110010.art/d/bfc6ab4609f4465d/
- Original: https://www.bloomberg.com/news/articles/2026-11-09/nvidia-backed-fireworks-ai-notifies-customers-of-its-second-hack-in-weeks
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Fireworks AI Hacked

Coverage:
- Hacker News (AI) (2026-11-09): [Fireworks AI Hacked](https://news.ycombinator.com/item?id=50432415) -- lead source

### Omni Voice claims fastest and best voice clone TTS among tested options; user benchmarks accents and compares to ElevenLabs

- Permalink: https://110010.art/d/5d10a3f793b3436b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs46nh/omni_voice_is_the_fastest_and_best_voice_clone/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Omni Voice is the fastest and best voice clone TTS out there. I've tested them all.
- Tags: [ElevenLabs](https://110010.art/tags/elevenlabs/)

There are tons of use cases out there - storybooks, agents, etc. But my main goal was to find which TTS has the best voice clone options, comparable to Elevenlabs. I have a shortlist of voices that I run every tts...

Coverage:
- r/LocalLLaMA (2026-11-09): [Omni Voice is the fastest and best voice clone TTS out there. I've tested them all.](https://www.reddit.com/r/LocalLLaMA/comments/1xs46nh/omni_voice_is_the_fastest_and_best_voice_clone/) -- lead source

### Red-teaming my own plugin leads to a ban threat and immediate appeal denial, with no details provided

- Permalink: https://110010.art/d/b58968b1e80a4458/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs3y17/got_another_good_reminder_why_local_matters_today/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Got another good reminder why local matters today

Apparently, they're threatening to ban me for merely red-teaming my own plugin.  The appeal was immediately denied without any details.    submitted by    /u/stevie_balemi   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Got another good reminder why local matters today](https://www.reddit.com/r/LocalLLaMA/comments/1xs3y17/got_another_good_reminder_why_local_matters_today/) -- lead source

### Protesters slam AI after entering Microsoft data centre site.

- Permalink: https://110010.art/d/035db222036f478c/
- Original: https://www.independent.co.uk/tv/news/protesters-microsoft-data-centre-amsterdam-video-b3080959.html
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Protesters slam AI after entering Microsoft data centre site

Coverage:
- Hacker News (AI) (2026-11-09): [Protesters slam AI after entering Microsoft data centre site](https://news.ycombinator.com/item?id=50432221) -- lead source

### Xinhua unveils bionic humanoid robot news anchors with Ubtech; Unite.ai reports progress on integration with Ubtech's technology

- Permalink: https://110010.art/d/04689437aeb24fff/
- Original: https://www.unite.ai/xinhua-unveils-bionic-humanoid-robot-news-anchors-with-ubtech/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Xinhua Unveils Bionic Humanoid Robot News Anchors with Ubtech – Unite.ai

Coverage:
- Hacker News (AI) (2026-11-09): [Xinhua Unveils Bionic Humanoid Robot News Anchors with Ubtech – Unite.ai](https://news.ycombinator.com/item?id=50432030) -- lead source

### Show HN: Airgap-check detects what your AI app silently downloads offline

- Permalink: https://110010.art/d/256619906bb147a1/
- Original: https://github.com/humanethq/airgap-check
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Airgap-check – find what your AI app silently downloads offline

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Airgap-check – find what your AI app silently downloads offline](https://news.ycombinator.com/item?id=50431705) -- lead source

### Triton for MTIA bridges programming model gaps for custom AI accelerators

- Permalink: https://110010.art/d/fcc78ed62e834fec/
- Original: https://arxiv.org/abs/2608.00325
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Triton for MTIA: Bridging the Programming Model Gaps for Custom AI Accelerators

Coverage:
- Hacker News (AI) (2026-11-09): [Triton for MTIA: Bridging the Programming Model Gaps for Custom AI Accelerators](https://news.ycombinator.com/item?id=50431683) -- lead source

### We benchmarked Fireworks, Together, Baseten, Modal, DeepInfra, Z.ai and Keln.

- Permalink: https://110010.art/d/eb4542d976034bc7/
- Original: https://keln.ai/blog/ai-inference-provider-benchmark-2026
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: We Benchmarked Fireworks, Together, Baseten, Modal, DeepInfra, Z.ai and Keln

Coverage:
- Hacker News (AI) (2026-11-09): [We Benchmarked Fireworks, Together, Baseten, Modal, DeepInfra, Z.ai and Keln](https://news.ycombinator.com/item?id=50431519) -- lead source

### Qwen 3.8 FN gets stressed and confused during a 6-hour run while on high effort on strata

- Permalink: https://110010.art/d/df73879b384f49be/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs2okh/qwen_38_fn_getting_stressed_from_messing_up/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Qwen 3.8 FN getting stressed from messing up
- Tags: [Qwen](https://110010.art/tags/qwen/)

Qwen 3.8 Flash Next getting confused on how it keeps messing up. This is the only time I noticed it happening in a 6hr run. I'm running IQ3_S on high effort on strata.    submitted by    /u/FalseDeviloper   [link]  ...

Coverage:
- r/LocalLLaMA (2026-11-09): [Qwen 3.8 FN getting stressed from messing up](https://www.reddit.com/r/LocalLLaMA/comments/1xs2okh/qwen_38_fn_getting_stressed_from_messing_up/) -- lead source

### Claude Fable 5.2 scores 65 on artificial analysis, highest so far

- Permalink: https://110010.art/d/4cbbfff1e16c4f3b/
- Original: https://artificialanalysis.ai/models/claude-fable-5-2
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Claude Fable 5.2 Scores 65 on Artificial Analysis, Highest So Far
- Tags: [Claude Fable](https://110010.art/tags/claude-fable/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Claude Fable 5.2 Scores 65 on Artificial Analysis, Highest So Far](https://news.ycombinator.com/item?id=50431144) -- lead source

### Institutional versus personal AI

- Permalink: https://110010.art/d/2d7c7f47a8d9482a/
- Original: https://armincat.com/articles/eunice-vs-aunties
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Institutional vs Personal AI

Coverage:
- Hacker News (AI) (2026-11-09): [Institutional vs Personal AI](https://news.ycombinator.com/item?id=50431116) -- lead source

### Cost of AI crash protection spikes

- Permalink: https://110010.art/d/262337d035e04e39/
- Original: https://www.youtube.com/watch?v=YUyoWFlaOKg
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Cost of AI Crash Protection Spikes

Coverage:
- Hacker News (AI) (2026-11-09): [Cost of AI Crash Protection Spikes](https://news.ycombinator.com/item?id=50431113) -- lead source

### Lawyer builds private AI server using eight used Nvidia V100 GPUs

- Permalink: https://110010.art/d/2af00e2c55e442fe/
- Original: https://www.tomshardware.com/tech-industry/artificial-intelligence/lawyer-builds-private-ai-server-with-eight-used-nvidia-v100-gpus-up-to-215-tokens-per-second-to-keep-legal-files-offline-costing-about-usd2-400-per-four-gpu-board
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Lawyer builds private AI server with eight used Nvidia V100 GPUs
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-11-09): [Lawyer builds private AI server with eight used Nvidia V100 GPUs](https://news.ycombinator.com/item?id=50431054) -- lead source

### AI is the last of capitalism’s distraction

- Permalink: https://110010.art/d/d8687a1c66de4f54/
- Original: https://fredrocha.net/2026/10/20/ai-is-the-last-of-capitalisms-distraction/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI is the last of capitalism's distraction

Coverage:
- Hacker News (AI) (2026-11-09): [AI is the last of capitalism's distraction](https://news.ycombinator.com/item?id=50430940) -- lead source

### Show HN: Markolis – market microstructure and MCP server for AI agents

- Permalink: https://110010.art/d/41e05b114e084c07/
- Original: https://www.markolis.com
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Markolis – Market microstructure and MCP server for AI agents

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Markolis – Market microstructure and MCP server for AI agents](https://news.ycombinator.com/item?id=50430916) -- lead source

### llm-psicotest runs a 38-turn conversation to assess whether a quant swap changes behaviour; prompts are seed-identical across endpoints and code scores each turn against a computed key

- Permalink: https://110010.art/d/bde8d7f676df4469/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs1my0/llmpsicotest_a_seeded_38turn_conversation_to/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: llm-psicotest: a seeded 38-turn conversation to check whether a quant swap changed behaviour
- Tags: [Qwen](https://110010.art/tags/qwen/), [OpenAI](https://110010.art/tags/openai/)

llm-psicotest runs one 38-turn conversation against any OpenAI-compatible endpoint: 29 capability items plus protocol turns. The items come from seeded generators, so a seed gives byte-identical prompts on any...

Coverage:
- r/LocalLLaMA (2026-11-09): [llm-psicotest: a seeded 38-turn conversation to check whether a quant swap changed behaviour](https://www.reddit.com/r/LocalLLaMA/comments/1xs1my0/llmpsicotest_a_seeded_38turn_conversation_to/) -- lead source

### Fireworks cyberattack exposes customer data and AI models

- Permalink: https://110010.art/d/aa68df6ecbed436d/
- Original: https://www.forbes.com/sites/annatong/2026/11/09/fireworks-cyberattack-exposes-customer-data-and-ai-models-as-fallout-widens/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Fireworks Cyberattack Exposes Customer Data and AI Models

Coverage:
- Hacker News (AI) (2026-11-09): [Fireworks Cyberattack Exposes Customer Data and AI Models](https://news.ycombinator.com/item?id=50430783) -- lead source

### Claude Fable 5.2 now available on AI Gateway

- Permalink: https://110010.art/d/2089d5d30ce34b06/
- Original: https://vercel.com/changelog/claude-fable-5-2-now-available-on-ai-gateway
- Source: Hacker News (AI)
- Published: 2026-11-09
- Tags: [Claude Fable](https://110010.art/tags/claude-fable/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Claude Fable 5.2 now available on AI Gateway](https://news.ycombinator.com/item?id=50430691) -- lead source
- Hacker News (AI) (2026-11-10): [Claude Fable 5.2 from Anthropic, Added to Personality Bench](https://news.ycombinator.com/item?id=50441525)

### Particle-1 vs. GPT-6.1 SOL: same pass rate, 71% lower cost in our tests

- Permalink: https://110010.art/d/ef9fad79974b4906/
- Original: https://www.gogroovy.ai/blog/particle-vs-sol
- Source: Hacker News (AI)
- Published: 2026-11-09
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

Coverage:
- Hacker News (AI) (2026-11-09): [Particle-1 vs. GPT-6.1 SOL: same pass rate, 71% lower cost in our tests](https://news.ycombinator.com/item?id=50430580) -- lead source

### Ming 3.0 TTS sits alone with no templates in ComfyUI, with user reporting mismatch between checkpoint and workflow and manual repack attempt

- Permalink: https://110010.art/d/8876955e830c45d7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs167d/ming_30_tts_sitting_alone_with_no_templates/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Ming 3.0 TTS sitting alone with no templates

Hey everyone, Hoping someone here has figured this out because I’m losing my mind a bit. I’m trying to set up Ming-3.0-TTS in ComfyUI, as the checkpoints (Tiny 9B INT8) sitting alone in Comfy HF repo with no...

Coverage:
- r/LocalLLaMA (2026-11-09): [Ming 3.0 TTS sitting alone with no templates](https://www.reddit.com/r/LocalLLaMA/comments/1xs167d/ming_30_tts_sitting_alone_with_no_templates/) -- lead source

### Recent advances in AI drive a paradigm shift for robotics

- Permalink: https://110010.art/d/e329b0b55a9c4e30/
- Original: https://news.berkeley.edu/2026/11/09/recent-advances-in-ai-are-creating-a-paradigm-shift-for-robotics/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Recent advances in AI are creating a 'paradigm shift' for robotics

Coverage:
- Hacker News (AI) (2026-11-09): [Recent advances in AI are creating a 'paradigm shift' for robotics](https://news.ycombinator.com/item?id=50430433) -- lead source

### Figma for hardware: AI can generate CAD; developers ask what should be built

- Permalink: https://110010.art/d/507027fa03f24839/
- Original: https://opuslabs.substack.com/p/building-the-judgment-layer-for-hardware
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI can generate CAD. Hardware still needs human judgment

Coverage:
- Hacker News (AI) (2026-11-09): [AI can generate CAD. Hardware still needs human judgment](https://news.ycombinator.com/item?id=50430424) -- lead source

### Best practices for provisioning local inference access to a team

- Permalink: https://110010.art/d/2cd9184af92b4638/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs0uxs/best_practices_for_provisioning_local_inference/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Best Practices for Provisioning Local Inference to a Team?

Hey everyone, I recently built a Radiance inference server for my company, and now want to start provisioning access to the rest of my team. My current plan:  Tailscale as the only way to access the server via HTTPs....

Coverage:
- r/LocalLLaMA (2026-11-09): [Best Practices for Provisioning Local Inference to a Team?](https://www.reddit.com/r/LocalLLaMA/comments/1xs0uxs/best_practices_for_provisioning_local_inference/) -- lead source

### Shakespeare AI receives 3 upgrades and beats Stockfish.

- Permalink: https://110010.art/d/eec7003aef294e57/
- Original: https://www.youtube.com/watch?v=0k255teHdrA
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: I Gave a Shakespeare AI 3 Upgrades. It Beat Stockfish

Coverage:
- Hacker News (AI) (2026-11-09): [I Gave a Shakespeare AI 3 Upgrades. It Beat Stockfish](https://news.ycombinator.com/item?id=50430222) -- lead source

### OtherWords – Explore AI token probabilities

- Permalink: https://110010.art/d/ca15c88a891b439f/
- Original: https://other-words.narner.chatgpt.site/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: OtherWords – Explore AI Token Probabilities

Coverage:
- Hacker News (AI) (2026-11-09): [OtherWords – Explore AI Token Probabilities](https://news.ycombinator.com/item?id=50430219) -- lead source

### Muse Ember: Zuck promises to open source muse spark 1.2 but continues releasing to more closed models

- Permalink: https://110010.art/d/b0543c0d24504623/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs0qmx/muse_ember_zuck_promised_to_open_source_muse/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Muse Ember: Zuck promised to open source muse spark 1.2 but continues to release to more closed models
- Tags: [Muse Spark](https://110010.art/tags/muse-spark/)

https://artificialanalysis.ai/models/muse-ember https://x.com/finkd/status/2086755195535413696    submitted by    /u/Gohab2001   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Muse Ember: Zuck promised to open source muse spark 1.2 but continues to release to more closed models](https://www.reddit.com/r/LocalLLaMA/comments/1xs0qmx/muse_ember_zuck_promised_to_open_source_muse/) -- lead source

### Have your AI agent design your product screenshots

- Permalink: https://110010.art/d/a3c9e8dcb0de415f/
- Original: https://www.glizzshots.xyz/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Have your AI agent design your product screenshots](https://news.ycombinator.com/item?id=50430151) -- lead source

### Trust under fire: agentic AI tests zero-trust

- Permalink: https://110010.art/d/957eb21b908a4b15/
- Original: https://spectrum.ieee.org/zero-trust-agentic-ai-architecture
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Trust Under Fire: How Agentic AI Tests Zero-Trust

Coverage:
- Hacker News (AI) (2026-11-09): [Trust Under Fire: How Agentic AI Tests Zero-Trust](https://news.ycombinator.com/item?id=50430079) -- lead source

### From the finest minds of our age to the dumbest monkeys on the planet

- Permalink: https://110010.art/d/adbc0fb187d64a32/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xs0izk/from_the_finest_minds_of_our_age_to_the_dumbest/
- Source: r/LocalLLaMA
- Published: 2026-11-09

How is it possible for a sub to degenerate so much in 12 months? What is the mechanism that drives this?    submitted by    /u/Jungle_Llama   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [From the finest minds of our age to the dumbest monkeys on the planet](https://www.reddit.com/r/LocalLLaMA/comments/1xs0izk/from_the_finest_minds_of_our_age_to_the_dumbest/) -- lead source

### Is AI involved in on-the-field sports strategies?

- Permalink: https://110010.art/d/8c940d098a6748f3/
- Original: https://news.ycombinator.com/item?id=50429912
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: Is AI involved in on-the-field sports strategies?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: Is AI involved in on-the-field sports strategies?](https://news.ycombinator.com/item?id=50429912) -- lead source

### B.C. businesses push back against AI slop with pen-and-paper ads

- Permalink: https://110010.art/d/08080309f82d4c68/
- Original: https://www.cbc.ca/news/canada/british-columbia/pen-paper-advertising-anti-artificial-intelligence-9.7409932
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: B.C. businesses push back against 'AI slop' with pen-and-paper ads

Coverage:
- Hacker News (AI) (2026-11-09): [B.C. businesses push back against 'AI slop' with pen-and-paper ads](https://news.ycombinator.com/item?id=50429833) -- lead source

### Lessons learned when hiring engineers in the age of AI

- Permalink: https://110010.art/d/15969dd16463495b/
- Original: https://earthly.dev/blog/lessons-learned-hiring-engineers-in-the-age-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Lessons learned when hiring engineers in the age of AI](https://news.ycombinator.com/item?id=50429744) -- lead source

### Claude's Wager: why you don't have to believe in AI to bet on it

- Permalink: https://110010.art/d/74b1e13fb669438a/
- Original: https://wsvincent.com/claudes-wager/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Claude's Wager: Why you don't have to believe in AI to bet on it
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Claude's Wager: Why you don't have to believe in AI to bet on it](https://news.ycombinator.com/item?id=50429635) -- lead source

### The AI bubble can wait, but your exit plan can't

- Permalink: https://110010.art/d/f549e19203644c4c/
- Original: https://www.theregister.com/ai-and-ml/2026/11/09/the-ai-bubble-can-wait-but-your-exit-plan-cant/5308415
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [The AI bubble can wait, but your exit plan can't](https://news.ycombinator.com/item?id=50429592) -- lead source

### AI agents use simulation to solve tough robotics problems with code, not data.

- Permalink: https://110010.art/d/be9bc27b728a4e6d/
- Original: https://spectrum.ieee.org/agentic-robotics
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI agents use simulation to solve tough robotics problems with code, not data

Coverage:
- Hacker News (AI) (2026-11-09): [AI agents use simulation to solve tough robotics problems with code, not data](https://news.ycombinator.com/item?id=50429524) -- lead source

### Your next customer could be an AI: why digital identity is heading for a reset

- Permalink: https://110010.art/d/47803605d4b34903/
- Original: https://www.digitaljournal.com/article/your-next-customer-could-be-an-ai-why-digital-identity-is-heading-for-a-reset/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Your next customer could be an AI: Why digital identity is heading for a reset

Coverage:
- Hacker News (AI) (2026-11-09): [Your next customer could be an AI: Why digital identity is heading for a reset](https://news.ycombinator.com/item?id=50429512) -- lead source

### Sleep wearables train AI on users’ brainwaves without explicit consent.

- Permalink: https://110010.art/d/6e624b729fb44541/
- Original: https://www.tomshardware.com/peripherals/wearable-tech/wearable-sleep-trackers-are-using-your-brainwaves-to-train-ai-models-without-explicit-user-consent-tens-of-millions-of-hours-of-eeg-data-harvested
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Sleep wearables are training AI on your brainwaves without explicit consent

Coverage:
- Hacker News (AI) (2026-11-09): [Sleep wearables are training AI on your brainwaves without explicit consent](https://news.ycombinator.com/item?id=50429502) -- lead source

### Ask HN: do you have daily voice conversations with AI?

- Permalink: https://110010.art/d/b6c4a6787baa4017/
- Original: https://news.ycombinator.com/item?id=50429498
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: Do you have daily voice conversations with AI?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: Do you have daily voice conversations with AI?](https://news.ycombinator.com/item?id=50429498) -- lead source

### UK will not slow down on AI despite backlash in US, says growth minister

- Permalink: https://110010.art/d/3657ba931b844e80/
- Original: https://www.ft.com/content/47dba9d2-4c82-4e17-969d-f1728ef13a5a
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [UK will not slow down on AI despite backlash in US, says growth minister](https://news.ycombinator.com/item?id=50429415) -- lead source

### Anarlog: open-source granola AI alternative

- Permalink: https://110010.art/d/8385b74b70ba4a3f/
- Original: https://github.com/fastrepl/anarlog
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Anarlog: Open-Source Granola AI Alternative

Coverage:
- Hacker News (AI) (2026-11-09): [Anarlog: Open-Source Granola AI Alternative](https://news.ycombinator.com/item?id=50429295) -- lead source

### Public lands draw >$10M investment from AI industry, seeks data centers

- Permalink: https://110010.art/d/2744d32d46ca435d/
- Original: https://www.propublica.org/article/burgum-public-land-data-centers-investments
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Trump Official Wants Data Centers on Public Lands, Has $10M+ Invested in AI

Coverage:
- Hacker News (AI) (2026-11-09): [Trump Official Wants Data Centers on Public Lands, Has $10M+ Invested in AI](https://news.ycombinator.com/item?id=50429187) -- lead source

### Vector DB metadata filters fail on agent memory write paths; reproducible offline test suite shows 0% vs 67% leak.

- Permalink: https://110010.art/d/7cd7616ea67a4c7d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xryzby/why_vector_db_metadata_filters_fail_on_agent/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Why vector DB metadata filters fail on agent memory write paths (0% raw leak vs 67% leak) reproducible offline test suite

Everyone relies on metadata filters like allowed_groups to keep multi tenant RAG locked down and under check. That works well when users query the vector store directly, which means unauthorized chunks will get...

Coverage:
- r/LocalLLaMA (2026-11-09): [Why vector DB metadata filters fail on agent memory write paths (0% raw leak vs 67% leak) reproducible offline test suite](https://www.reddit.com/r/LocalLLaMA/comments/1xryzby/why_vector_db_metadata_filters_fail_on_agent/) -- lead source

### I fine-tuned a 2B decision model to play Doom on my Mac in 43 minutes using LoRA fine-tuning on images with mlx-decision (open source)

- Permalink: https://110010.art/d/f37cfc10eeff4e3b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xryvbg/i_finetuned_a_2b_decision_model_to_play_doom_on/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: I fine-tuned a 2B decision model to play Doom on my Mac in 43 minutes (open source, MLX)
- Tags: [Jev](https://110010.art/tags/jev/)

You've probably seen (large) decision models play games. I wanted to see if you could also train a model to play using game images on a Mac, so I added LoRA fine-tuning on images to mlx-decision (my open-source tool...

Coverage:
- r/LocalLLaMA (2026-11-09): [I fine-tuned a 2B decision model to play Doom on my Mac in 43 minutes (open source, MLX)](https://www.reddit.com/r/LocalLLaMA/comments/1xryvbg/i_finetuned_a_2b_decision_model_to_play_doom_on/) -- lead source

### Local first open source alternative to GrokBot

- Permalink: https://110010.art/d/8d40d7f4c4e14023/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xryile/local_first_open_source_alternative_to_grokbot/
- Source: r/LocalLLaMA
- Published: 2026-11-09

submitted by    /u/InternationalGap3698   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Local first open source alternative to GrokBot](https://www.reddit.com/r/LocalLLaMA/comments/1xryile/local_first_open_source_alternative_to_grokbot/) -- lead source

### AI beats scientists at finding errors in clinical research papers

- Permalink: https://110010.art/d/2adb6ad5853944d5/
- Original: https://www.science.org/content/article/ai-beats-scientists-finding-errors-clinical-research-papers
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI beats scientists at finding errors in clinical research papers](https://news.ycombinator.com/item?id=50428850) -- lead source

### Ask HN: what apps or services do you wish existed (in the AI age)

- Permalink: https://110010.art/d/9accd15d6233427b/
- Original: https://news.ycombinator.com/item?id=50428804
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: What apps or services do you wish existed (in the AI age)?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: What apps or services do you wish existed (in the AI age)?](https://news.ycombinator.com/item?id=50428804) -- lead source

### PwC plans to certify workers in critical thinking as AI changes their jobs

- Permalink: https://110010.art/d/aecc479b86a74e79/
- Original: https://www.businessinsider.com/pwc-planning-critical-thinking-certification-as-ai-changes-work-2026-11
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [PwC plans to certify workers in critical thinking as AI changes their jobs](https://news.ycombinator.com/item?id=50428797) -- lead source

### Aleph – a declarative programming language for AI agents

- Permalink: https://110010.art/d/4dfee95106ca4f5e/
- Original: https://www.aleph-lang.com/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Aleph – a declarative programming language for AI agents](https://news.ycombinator.com/item?id=50428752) -- lead source

### We gave AI coding agents production memory.

- Permalink: https://110010.art/d/cae340195d4143de/
- Original: https://usecodela.com/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: We Gave AI Coding Agents Production Memory

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: We Gave AI Coding Agents Production Memory](https://news.ycombinator.com/item?id=50428670) -- lead source

### Qwen-Concept-27B model submitted by Thrumpwart on Hugging Face

- Permalink: https://110010.art/d/2501eb5d0ba74b89/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrxwg1/conceptcountryqwenconcept27b_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: ConceptCountry/qwen-concept-27b · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Qwen](https://110010.art/tags/qwen/)

submitted by    /u/Thrumpwart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [ConceptCountry/qwen-concept-27b · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xrxwg1/conceptcountryqwenconcept27b_hugging_face/) -- lead source

### AI-enabled scams rise as attackers use AI to automate deception and fraud

- Permalink: https://110010.art/d/577226ced7714ab0/
- Original: https://hackerfactor.com/blog/index.php?%2Farchives%2F1108-AI-Enabled-Scams.html=
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI-Enabled Scams

Coverage:
- Hacker News (AI) (2026-11-09): [AI-Enabled Scams](https://news.ycombinator.com/item?id=50428613) -- lead source

### The 15-day clock: reconstructing an AI incident before the deadline

- Permalink: https://110010.art/d/6cc745bf7abc46bc/
- Original: https://medium.com/@MirArshadTalpur/the-15-day-clock-could-you-reconstruct-an-ai-incident-before-the-deadline-06202cc21aaf
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The 15-Day Clock: Could You Reconstruct an AI Incident Before the Deadline?

Coverage:
- Hacker News (AI) (2026-11-09): [The 15-Day Clock: Could You Reconstruct an AI Incident Before the Deadline?](https://news.ycombinator.com/item?id=50428611) -- lead source

### IBM shows how to start realizing agentic AI ROI; pdf

- Permalink: https://110010.art/d/11e983e80ffc4cf0/
- Original: https://www-api.ibm.com/adobe/assets/urn:aaid:aem:22ee2a35-6510-442d-96a9-273ea89f57cf/original/as/roi-guide-agentic-ai-gated-ebook.pdf
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: IBM: How to Start Realizing Agentic AI ROI [pdf]

Coverage:
- Hacker News (AI) (2026-11-09): [IBM: How to Start Realizing Agentic AI ROI [pdf]](https://news.ycombinator.com/item?id=50428585) -- lead source

### Show HN: Venzx delays AI agent tool calls until a human approves

- Permalink: https://110010.art/d/4743c7d68b5348f4/
- Original: https://venzx.com/try
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Venzx – Pause AI agent tool calls until a human approves

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Venzx – Pause AI agent tool calls until a human approves](https://news.ycombinator.com/item?id=50428496) -- lead source

### Parents, teachers call Google’s Search threat over AI blocks extortion.

- Permalink: https://110010.art/d/56f7c8b0233542e2/
- Original: https://www.theguardian.com/us-news/2026/nov/09/parents-teachers-google-search-schools-ai
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Parents, teachers call Google's Search threat over AI blocks 'extortion'

Coverage:
- Hacker News (AI) (2026-11-09): [Parents, teachers call Google's Search threat over AI blocks 'extortion'](https://news.ycombinator.com/item?id=50428377) -- lead source
- Hacker News (AI) (2026-11-12): [Chicago schools tell Google they'd rather lose Search than be forced to use AI](https://news.ycombinator.com/item?id=50469203)

### Show HN: Traccia – control what AI agents can do

- Permalink: https://110010.art/d/ae3c1bba2d0c4063/
- Original: https://github.com/traccia-ai/traccia-py
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Traccia – open-sourced AI agent runtime governance

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Traccia – open-sourced AI agent runtime governance](https://news.ycombinator.com/item?id=50428375) -- lead source

### Accountants discuss using local LLMs for processing sensitive financial data and workflows; user questions about performance, harnesses, and OSS options

- Permalink: https://110010.art/d/f53231c071bd4250/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrx72d/any_accountantsfinancial_professionals_using/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Any accountants/financial professionals using local LLMs?

Hello, I’m considering buying hardware for local LLMs for the use case of processing sensitive financial data, doing market research, and preparing financial/tax documents.  Are any of you using local LLMs for...

Coverage:
- r/LocalLLaMA (2026-11-09): [Any accountants/financial professionals using local LLMs?](https://www.reddit.com/r/LocalLLaMA/comments/1xrx72d/any_accountantsfinancial_professionals_using/) -- lead source

### Beyond Artex: 45 agentic attack frameworks, and how to find them

- Permalink: https://110010.art/d/a4c56b95fe9e4560/
- Original: https://blog.gitguardian.com/ai-pentesting-tools-beyond-artex/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Beyond Artex: 45 Agentic Attack Frameworks, and How to Find Them

Coverage:
- Hacker News (AI) (2026-11-09): [Beyond Artex: 45 Agentic Attack Frameworks, and How to Find Them](https://news.ycombinator.com/item?id=50428234) -- lead source

### The AI boom goes nuclear.

- Permalink: https://110010.art/d/2d27ba589cee4b90/
- Original: https://www.texasobserver.org/ai-boom-nuclear-energy-climate-change-texas-data-centers/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The AI Boom Goes Nuclear

Coverage:
- Hacker News (AI) (2026-11-09): [The AI Boom Goes Nuclear](https://news.ycombinator.com/item?id=50427953) -- lead source

### A rare strike in Taiwan reveals labor unrest beneath the global AI rush

- Permalink: https://110010.art/d/666a838b196f435f/
- Original: https://restofworld.org/2026/taiwan-labor-strike-ai-profits/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: A rare strike in Taiwan exposes labor unrest beneath the global AI rush

Coverage:
- Hacker News (AI) (2026-11-09): [A rare strike in Taiwan exposes labor unrest beneath the global AI rush](https://news.ycombinator.com/item?id=50427856) -- lead source

### RustingStrata runs DeepSeek-V4.1-Flash (249 GB) on a single RTX 3060 with 30 GB RAM using CUDA and Vulkan backends

- Permalink: https://110010.art/d/be12acdd99084c9d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrw6uv/rustingstrata_vs_llamacpp_deepseekv41flash_q2_249/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: RustingStrata vs llama.cpp, DeepSeek-V4.1-Flash Q2 (249 GB) on a single RTX 3060 12 GB with 30 GB RAM
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Llama](https://110010.art/tags/llama/), [CUDA](https://110010.art/tags/cuda/)

RustingStrata now runs DeepSeek-V4.1-Flash (249 GB) on a single RTX 3060 12 GB with 30 GB RAM RustingStrata is a pure-Rust GGUF inference engine with CUDA and Vulkan backends. It now loads DeepSeek-V4.1-Flash at...

Coverage:
- r/LocalLLaMA (2026-11-09): [RustingStrata vs llama.cpp, DeepSeek-V4.1-Flash Q2 (249 GB) on a single RTX 3060 12 GB with 30 GB RAM](https://www.reddit.com/r/LocalLLaMA/comments/1xrw6uv/rustingstrata_vs_llamacpp_deepseekv41flash_q2_249/) -- lead source
- r/LocalLLaMA (2026-11-10): [RustingStrata vs PolyStrata vs llama.cpp on one RTX 3060 12 GB: Qwen3.6-35B-A3B](https://www.reddit.com/r/LocalLLaMA/comments/1xsipew/rustingstrata_vs_polystrata_vs_llamacpp_on_one/)

### EU targets addictive social media and AI chatbot features in draft law

- Permalink: https://110010.art/d/a73d9f23a1534d42/
- Original: https://www.bloomberg.com/news/articles/2026-11-09/eu-plans-crackdown-on-addictive-social-media-and-ai-bot-features
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: EU Targets Addictive Social Media, AI Chatbot Features in Draft Law

Coverage:
- Hacker News (AI) (2026-11-09): [EU Targets Addictive Social Media, AI Chatbot Features in Draft Law](https://news.ycombinator.com/item?id=50427605) -- lead source

### AI code review has the order backwards

- Permalink: https://110010.art/d/04e00fecd5f944d5/
- Original: https://pullboard.dev/dispatches/1/the-bar-comes-first/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI code review has the order backwards](https://news.ycombinator.com/item?id=50427599) -- lead source

### New jobs in 140 years of data: why the AI displacement fear is overstated

- Permalink: https://110010.art/d/a47c35d50a004d67/
- Original: https://cepr.org/voxeu/columns/new-jobs-140-years-data-why-ai-displacement-fear-overstated-and-what-worry-about
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: New jobs in 140 years of data: Why the AI displacement fear is overstated

Coverage:
- Hacker News (AI) (2026-11-09): [New jobs in 140 years of data: Why the AI displacement fear is overstated](https://news.ycombinator.com/item?id=50427550) -- lead source

### Do AI coding agents care about SemVer, or is it something for humans only?

- Permalink: https://110010.art/d/cf4a200ec0d14542/
- Original: https://developer.microsoft.com/blog/do-ai-coding-agents-care-about-semver/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Do AI coding agents care about SemVer or is it something for humans only?

Coverage:
- Hacker News (AI) (2026-11-09): [Do AI coding agents care about SemVer or is it something for humans only?](https://news.ycombinator.com/item?id=50427398) -- lead source

### What is an ideal LLM setup for work on an M5Max with 64GB RAM, given a shift from smaller models to full specs?

- Permalink: https://110010.art/d/3404d0641ee94dff/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrvi6a/work_has_given_me_an_m5max_64gb_what_is_an_ideal/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Work has given me an M5Max 64gb. What is an ideal LLM setup, work related ?

I’m heavy user of smaller models because I was GPU poor but now I’m not so I’m wondering what I can do to take full advantage of the specs.    submitted by    /u/MumeiNoName   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Work has given me an M5Max 64gb. What is an ideal LLM setup, work related ?](https://www.reddit.com/r/LocalLLaMA/comments/1xrvi6a/work_has_given_me_an_m5max_64gb_what_is_an_ideal/) -- lead source

### Local model evaluated for scoring and feedback on user-written jokes based on randomly generated premises

- Permalink: https://110010.art/d/1e55607399a14be3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrv20h/looking_for_suggestions_for_a_local_model_that/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Looking for suggestions for a local model that would be good at evaluating comedy writing

I have a specific use case where I have a small web application that prompts the user with a randomly generated premise for a joke (using an llm), and then the user is expected to write a joke with the generated...

Coverage:
- r/LocalLLaMA (2026-11-09): [Looking for suggestions for a local model that would be good at evaluating comedy writing](https://www.reddit.com/r/LocalLLaMA/comments/1xrv20h/looking_for_suggestions_for_a_local_model_that/) -- lead source

### Drummer's Orion 26B A4B v1 and v1.1 released; v1.1 expands creative writing and leverages Gemma's reasoning.

- Permalink: https://110010.art/d/98baa505fd8b4dae/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xruzry/drummers_orion_26b_a4b_v1_and_v11_plus_a_new/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Drummer's Orion 26B A4B v1 and v1.1! ... Plus a new project from yours truly.
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Gemma](https://110010.art/tags/gemma/)

https://huggingface.co/TheDrummer/Orion-26B-A4B-v1.1 v1.1 pushes creative writing further and makes full use of Gemma's reasoning. https://huggingface.co/TheDrummer/Orion-26B-A4B-v1 I haven't announced v1 but it's...

Coverage:
- r/LocalLLaMA (2026-11-09): [Drummer's Orion 26B A4B v1 and v1.1! ... Plus a new project from yours truly.](https://www.reddit.com/r/LocalLLaMA/comments/1xruzry/drummers_orion_26b_a4b_v1_and_v11_plus_a_new/) -- lead source

### AI-assisted coding works well with coding agents

- Permalink: https://110010.art/d/87496efca70d4674/
- Original: https://nokku.payanai.com/learn/courses/ai-assisted-coding-working-well-with-coding-agents
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI-Assisted Coding: Working Well with Coding Agents

Coverage:
- Hacker News (AI) (2026-11-09): [AI-Assisted Coding: Working Well with Coding Agents](https://news.ycombinator.com/item?id=50427116) -- lead source

### Best cyber LLM under 30B / ideally 10B parameters?

- Permalink: https://110010.art/d/4635db4b367a4b76/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrun96/best_cyber_llm_under_30b_ideally_10b_parameters/
- Source: r/LocalLLaMA
- Published: 2026-11-09

As the title says, I'm looking for recommendations from people here. Are there any good locally hostable LLMs that are particularly capable at cybersecurity work, especially AI red teaming? Here's the backstory...

Coverage:
- r/LocalLLaMA (2026-11-09): [Best cyber LLM under 30B / ideally 10B parameters?](https://www.reddit.com/r/LocalLLaMA/comments/1xrun96/best_cyber_llm_under_30b_ideally_10b_parameters/) -- lead source

### Worth buying a DGX-1 (8× V100 32GB) for local LLM inference in 2026? 15k€ price point noted

- Permalink: https://110010.art/d/364259e7d0c94eb0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrulta/worth_buying_a_dgx1_8_v100_32gb_for_local_llm/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Worth buying a DGX-1 (8× V100 32GB) for local LLM inference in 2026? ~15k €

I found used DGX-1 locally for 15k€ 8 x V100 32GB SXM2 (256GB VRAM,NVLink), dual Xeon E5-2698 v4, 512GB RAM, 4× IB EDR, 3.5 kW I am curious to see if anyone has that config to tell me real world experience? Which...

Coverage:
- r/LocalLLaMA (2026-11-09): [Worth buying a DGX-1 (8× V100 32GB) for local LLM inference in 2026? ~15k €](https://www.reddit.com/r/LocalLLaMA/comments/1xrulta/worth_buying_a_dgx1_8_v100_32gb_for_local_llm/) -- lead source

### Top 7 decision models benchmark: evaluation across 2,826 real tech decisions

- Permalink: https://110010.art/d/088bba317b504b60/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xruhp3/top_7_decision_models_benchmark_evaluation_across/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Top 7 Decision Models Benchmark: Evaluation Across 2,826 Real Tech Decisions
- Tags: [Jev](https://110010.art/tags/jev/)

This report evaluates 7 specialized decision models tested across 2,826 real-world decisions sourced from GitHub, Firefox (Bugzilla), and the CVE database. Unlike open-ended generative language models, decision...

Coverage:
- r/LocalLLaMA (2026-11-09): [Top 7 Decision Models Benchmark: Evaluation Across 2,826 Real Tech Decisions](https://www.reddit.com/r/LocalLLaMA/comments/1xruhp3/top_7_decision_models_benchmark_evaluation_across/) -- lead source

### Show HN: Thrum runs Claude Code, Codex and other coding agents as one team

- Permalink: https://110010.art/d/af77637d6a4c40bc/
- Original: https://thrum.team/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Thrum – run Claude Code, Codex and other coding agents as one team
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Thrum – run Claude Code, Codex and other coding agents as one team](https://news.ycombinator.com/item?id=50426559) -- lead source

### Fork of ANEMLL achieves faster Qwen 3.8 27B inference on Mac mini m6 by running on Neural Engine; user claims 4.4–6.1% faster than original ANEMLL and up to 24.7% faster than other setups.

- Permalink: https://110010.art/d/d25a4d54ec4a4205/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrtsk8/fork_of_anemll_to_get_fastest_qwen_38_27b_on_mac/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Fork of ANEMLL to get fastest Qwen 3.8 27B on Mac mini m6 by running on Neural Engine
- Tags: [Qwen](https://110010.art/tags/qwen/)

I bought a bunch of Mac m6 32G minis as I think this will be excellent local hardware at the price with upcoming Qwen4 MOE's... I've tried 5 different inference setups, OMLX, LMLX, Splash and ANEMLL I made this hyper...

Coverage:
- r/LocalLLaMA (2026-11-09): [Fork of ANEMLL to get fastest Qwen 3.8 27B on Mac mini m6 by running on Neural Engine](https://www.reddit.com/r/LocalLLaMA/comments/1xrtsk8/fork_of_anemll_to_get_fastest_qwen_38_27b_on_mac/) -- lead source
- r/LocalLLaMA (2026-11-12): [KQuant - new quantization technique, 3.7× better quants for Qwen Flash Next 180B, Qwen 27B, 35B, 9B (measured in KL-divergence reduction) (MLX)](https://www.reddit.com/r/LocalLLaMA/comments/1xu9onk/kquant_new_quantization_technique_37_better/)

### AI is causing signal collapse across multiple systems

- Permalink: https://110010.art/d/298031a80f96475d/
- Original: https://thelastsoftwareengineer.substack.com/p/ai-is-causing-signal-collapse-everywhere
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI Is Causing Signal Collapse Everywhere All at Once

Coverage:
- Hacker News (AI) (2026-11-09): [AI Is Causing Signal Collapse Everywhere All at Once](https://news.ycombinator.com/item?id=50426392) -- lead source

### Show HN: Kiosk, a first-class AI assistant interface to online services

- Permalink: https://110010.art/d/02c6b873562b4717/
- Original: https://kiosk.tech/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Kiosk, a first-class AI assistants' intefrace to online services

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Kiosk, a first-class AI assistants' intefrace to online services](https://news.ycombinator.com/item?id=50426314) -- lead source

### Testing how AI remasters games by remastering Eets (2006)

- Permalink: https://110010.art/d/dac736ecdf1b4e0b/
- Original: https://popcar.bearblog.dev/testing-ai-by-remastering-eets/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Testing How AI Remasters Games by Remastering Eets (2006)

Coverage:
- Hacker News (AI) (2026-11-09): [Testing How AI Remasters Games by Remastering Eets (2006)](https://news.ycombinator.com/item?id=50426298) -- lead source

### AI stocks rise after trillions wiped from market values

- Permalink: https://110010.art/d/727c9a8dcb5c42c9/
- Original: https://www.bbc.com/news/articles/c35ynnpzdq51o
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI stocks climb after trillions wiped from market values

Coverage:
- Hacker News (AI) (2026-11-09): [AI stocks climb after trillions wiped from market values](https://news.ycombinator.com/item?id=50426217) -- lead source

### Any website or utility offers TL;DR for licenses?

- Permalink: https://110010.art/d/184a82cf3e2b443d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrt3mc/any_websiteutility_for_tldr_for_licenses/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Any website/utility for TL;DR for Licenses?

Time to time I'm sharing papers & models here from online. I don't want to share stuff with closed source license, proprietary license, useless custom licenses.  Licenses like MIT or Apache 2.0 are Cool .... I just...

Coverage:
- r/LocalLLaMA (2026-11-09): [Any website/utility for TL;DR for Licenses?](https://www.reddit.com/r/LocalLLaMA/comments/1xrt3mc/any_websiteutility_for_tldr_for_licenses/) -- lead source

### TraderWAI – MCP server enables AI agents to backtest and trade on your broker.

- Permalink: https://110010.art/d/cbb6e982e2d74d1b/
- Original: https://github.com/leonardo-mazzitelli/traderwai-agent-recipes
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: TraderWAI – MCP server for AI agents to backtest/trade on your broker

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: TraderWAI – MCP server for AI agents to backtest/trade on your broker](https://news.ycombinator.com/item?id=50426141) -- lead source

### How do you evaluate the skills your AI agents use?

- Permalink: https://110010.art/d/cf9862042a174ddc/
- Original: https://news.ycombinator.com/item?id=50426070
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: How do you evaluate the skills your AI agents use?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: How do you evaluate the skills your AI agents use?](https://news.ycombinator.com/item?id=50426070) -- lead source

### Aaronson-Ambainis Conjecture proven by AI

- Permalink: https://110010.art/d/0afe022984d14972/
- Original: https://scottaaronson.blog/?p=10295
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Aaronson-Ambainis Conjecture proved (By AI, of course)

Coverage:
- Hacker News (AI) (2026-11-09): [Aaronson-Ambainis Conjecture proved (By AI, of course)](https://news.ycombinator.com/item?id=50425945) -- lead source
- Hacker News (AI) (2026-11-11): [An AI-driven proof of the Aaronson-Ambainis conjecture was announced](https://news.ycombinator.com/item?id=50459389)

### Meituan-LongCat/LongCat-2.5 releases a 1.6T multimodal model.

- Permalink: https://110010.art/d/9199b8b7007b4851/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrsptp/meituanlongcatlongcat25_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: meituan-longcat/LongCat-2.5 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

A 1.6T multimodal model.    submitted by    /u/Bestlife73   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [meituan-longcat/LongCat-2.5 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xrsptp/meituanlongcatlongcat25_hugging_face/) -- lead source

### Confucius4-R2T2: a low-latency stable-prefix streaming ASR model supports configurable decoding chunks from 80 ms to 2 s for real-time transcription.

- Permalink: https://110010.art/d/93a387a409a24410/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrspiy/neteaseyoudaoconfucius4r2t2_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: netease-youdao/Confucius4-R2T2 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Confucius4-R2T2: A Stable-Prefix Streaming ASR Model for Real Real-Time Transcription Confucius4-R2T2 is a low-latency, high-accuracy stable-prefix streaming automatic speech recognition (ASR) model. It supports...

Coverage:
- r/LocalLLaMA (2026-11-09): [netease-youdao/Confucius4-R2T2 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xrspiy/neteaseyoudaoconfucius4r2t2_hugging_face/) -- lead source

### OpenAI originated from a YC non-profit research organization; how to build impactful Institutes?

- Permalink: https://110010.art/d/2335cbb14adf4104/
- Original: https://news.ycombinator.com/item?id=50425914
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: OpenAI orginated from YC non-profit research? How to build impactful Institutes?
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-09): [OpenAI orginated from YC non-profit research? How to build impactful Institutes?](https://news.ycombinator.com/item?id=50425914) -- lead source

### Show HN: ISBN Books in Claude

- Permalink: https://110010.art/d/747ac2b586da4cff/
- Original: https://claude.ai/artifact/Q97dQ1R6C2qRt4mvqKmiDD
- Source: Hacker News (AI)
- Published: 2026-11-09
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: ISBN Books in Claude](https://news.ycombinator.com/item?id=50425901) -- lead source

### The race to build a Find My for AI chips

- Permalink: https://110010.art/d/59587ab7b05a44d8/
- Original: https://spectrum.ieee.org/find-my-ai-chip
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The Race to Build a "Find My" for AI Chips

Coverage:
- Hacker News (AI) (2026-11-09): [The Race to Build a "Find My" for AI Chips](https://news.ycombinator.com/item?id=50425847) -- lead source

### How to talk about AI without adding to the anthropomorphization

- Permalink: https://110010.art/d/1d53f0c08c9d46b7/
- Original: https://buttondown.com/maiht3k/archive/how-to-talk-about-ai-without-adding-to-the/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: How to talk about "AI" without adding to the anthropomorphization

Coverage:
- Hacker News (AI) (2026-11-09): [How to talk about "AI" without adding to the anthropomorphization](https://news.ycombinator.com/item?id=50425545) -- lead source

### Show HN: Askaboard—a canvas your AI agent can draw on

- Permalink: https://110010.art/d/c84941fb4b9c42d1/
- Original: https://askaboard.com
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Askaboard – A canvas your AI agent can draw on

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Askaboard – A canvas your AI agent can draw on](https://news.ycombinator.com/item?id=50425494) -- lead source

### Duality of mods

- Permalink: https://110010.art/d/8e29467793c34c91/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrrvhr/duality_of_mods/
- Source: r/LocalLLaMA
- Published: 2026-11-09

https://preview.redd.it/8mlmrf0dbl0i1.png?width=806&format=png&auto=webp&s=387d1a16467292d78995302c441e753d823a5466 Let me guess ... low effort post, and this post surely will to    submitted by   ...

Coverage:
- r/LocalLLaMA (2026-11-09): [Duality of mods](https://www.reddit.com/r/LocalLLaMA/comments/1xrrvhr/duality_of_mods/) -- lead source

### Human feedback guides an AI approach that automates about 84% of decisions

- Permalink: https://110010.art/d/ba97552bf96544a4/
- Original: https://techxplore.com/news/2026-10-human-loop-feedback-ai-approach.html
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Human feedback guides AI approach that automates about 84% of decisions

Coverage:
- Hacker News (AI) (2026-11-09): [Human feedback guides AI approach that automates about 84% of decisions](https://news.ycombinator.com/item?id=50425368) -- lead source

### AI 'slop' is a social judgment

- Permalink: https://110010.art/d/0a6c67a31ec7420a/
- Original: https://www.nature.com/articles/s41562-026-02639-6
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI 'slop' is a social judgement

Coverage:
- Hacker News (AI) (2026-11-09): [AI 'slop' is a social judgement](https://news.ycombinator.com/item?id=50425222) -- lead source

### LLM APIs ranked for teams building AI agents

- Permalink: https://110010.art/d/e17f0613d2774c1b/
- Original: https://rankings.leffke.com/categories/llm-apis
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [LLM APIs ranked for teams building AI agents](https://news.ycombinator.com/item?id=50425116) -- lead source

### Google announces new TPUs: 8tx and 8i Max for the agentic era

- Permalink: https://110010.art/d/bb448fb9bb6248ed/
- Original: https://blog.google/innovation-and-ai/infrastructure-and-cloud/global-network/tpu-8i-max-and-8tx/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Our newest TPUs: 8tx and 8i Max, built for the agentic era

Coverage:
- Hacker News (AI) (2026-11-09): [Our newest TPUs: 8tx and 8i Max, built for the agentic era](https://news.ycombinator.com/item?id=50425018) -- lead source

### Vancouver council went off the rails this week, drawing in AI, Californians, and "translators.

- Permalink: https://110010.art/d/bc883f8f25cb4940/
- Original: https://vancouversun.com/opinion/columnists/ai-slop-californians-and-fivancouver-council-really-goes-off-the-rails
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI, Californians, 'translators': Vancouver council went off the rails this week

Coverage:
- Hacker News (AI) (2026-11-09): [AI, Californians, 'translators': Vancouver council went off the rails this week](https://news.ycombinator.com/item?id=50424827) -- lead source

### Congress moves to tighten oversight; datacenters, Elon Musk, and AI face potential consequences

- Permalink: https://110010.art/d/98114027d2384158/
- Original: https://www.theregister.com/legal/2026/11/09/datacenters-elon-musk-and-ai-are-all-on-the-chopping-block-once-congress-changes-hands-in-2027/5308250
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Datacenters, Elon Musk, and AI are all on chopping block once Congress changes

Coverage:
- Hacker News (AI) (2026-11-09): [Datacenters, Elon Musk, and AI are all on chopping block once Congress changes](https://news.ycombinator.com/item?id=50424720) -- lead source

### AI Slop FM radio experiment tests machine selection with questionable tunes

- Permalink: https://110010.art/d/7e8ab1e22df54825/
- Original: https://www.theregister.com/offbeat/2026/11/09/ai-slop-fm-radio-experiment-puts-machines-on-trial-one-dodgy-tune-at-a-time/5308161
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI Slop FM radio experiment puts machines on trial, one dodgy tune at a time

Coverage:
- Hacker News (AI) (2026-11-09): [AI Slop FM radio experiment puts machines on trial, one dodgy tune at a time](https://news.ycombinator.com/item?id=50424714) -- lead source

### Linus Torvalds says AI-prompted patch flood has peaked

- Permalink: https://110010.art/d/5dd794bb76ff4cde/
- Original: https://www.theregister.com/security/2026/11/09/linus-torvalds-sees-signs-ai-prompted-patch-flood-has-peaked/5308345
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Linus Torvalds sees signs AI-prompted patch flood has peaked

Coverage:
- Hacker News (AI) (2026-11-09): [Linus Torvalds sees signs AI-prompted patch flood has peaked](https://news.ycombinator.com/item?id=50424707) -- lead source

### Consider the agent: pity, persuasion and selection in an emerging AI ecology

- Permalink: https://110010.art/d/1c87472f67d448e0/
- Original: https://institute.deepmind.com/essays/consider-the-agent/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Consider the Agent: Pity, persuasion and selection in an emerging AI ecology

Coverage:
- Hacker News (AI) (2026-11-09): [Consider the Agent: Pity, persuasion and selection in an emerging AI ecology](https://news.ycombinator.com/item?id=50424649) -- lead source

### Ernie Evolve automates research to improve AI training and inference

- Permalink: https://110010.art/d/05d0d0cda99b46cb/
- Original: https://ernie.baidu.com/research/posts/ernie-evolve/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ernie Evolve: automated research system for improving AI training and inference

Coverage:
- Hacker News (AI) (2026-11-09): [Ernie Evolve: automated research system for improving AI training and inference](https://news.ycombinator.com/item?id=50424638) -- lead source

### Qwen 3.8-Flash-Next IQ3_XXS with MoEShift: M5 Pro outperforms M4 Pro on long prompts and decoding speed; peak memory 8.5 GB

- Permalink: https://110010.art/d/bde0fb7ad2ba49ad/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrq2fv/m4_pro_vs_m5_pro_24gb_qwen_38_flash_next_iq3_with/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: M4 Pro vs M5 Pro (24GB): Qwen 3.8 Flash Next IQ3 with MoEShift at 374 tok/s prefill, 14.7 tok/s decode, 8.5GB peak memory
- Tags: [Qwen](https://110010.art/tags/qwen/)

I benchmarked Qwen3.8-Flash-Next 125B ISTA-DASLab's GSQ-RCO IQ3_XXS quant (76GB on disk), on two Macs with 24GB unified memory using MoEShift backend:   Metric M4 Pro (medians) M5 Pro (medians)    Short prompt decode...

Coverage:
- r/LocalLLaMA (2026-11-09): [M4 Pro vs M5 Pro (24GB): Qwen 3.8 Flash Next IQ3 with MoEShift at 374 tok/s prefill, 14.7 tok/s decode, 8.5GB peak memory](https://www.reddit.com/r/LocalLLaMA/comments/1xrq2fv/m4_pro_vs_m5_pro_24gb_qwen_38_flash_next_iq3_with/) -- lead source

### AI Shodo Arena

- Permalink: https://110010.art/d/794836487732462e/
- Original: https://aishodo.enpitsu.org/works/shinra-bansho--deepseek-v4-1-flash?lang=en
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI Shodo Arena](https://news.ycombinator.com/item?id=50424516) -- lead source

### Qwen4 release in doubt as fans lose hype and patience

- Permalink: https://110010.art/d/bfc581240140435b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrpo1y/anyone_else_given_up_waiting_for_qwen4/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Anyone else given up waiting for Qwen4?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Feels like it will never come and now I'm forgetting the hype for it already.    submitted by    /u/Cautious_Chicken_604   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Anyone else given up waiting for Qwen4?](https://www.reddit.com/r/LocalLLaMA/comments/1xrpo1y/anyone_else_given_up_waiting_for_qwen4/) -- lead source
- r/LocalLLaMA (2026-11-09): [Anyone else feeling like Qwen4's release happens in slow-motion?](https://www.reddit.com/r/LocalLLaMA/comments/1xrv2ae/anyone_else_feeling_like_qwen4s_release_happens/)
- r/LocalLLaMA (2026-11-11): [Qwen4 is coming](https://www.reddit.com/r/LocalLLaMA/comments/1xt6du9/qwen4_is_coming/)

### The case for and against local, personal AI

- Permalink: https://110010.art/d/28f7cc719e4f4fe4/
- Original: https://overbring.com/articles/2026-11-09-the-case-for-and-against-local-personal-ai/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [The case for and against local, personal AI](https://news.ycombinator.com/item?id=50424233) -- lead source

### Gemma 5 expected after Gemma 4; user asks about upcoming Gemma models and performance improvements

- Permalink: https://110010.art/d/7a6cdabc86804524/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrpcke/new_gemma_models/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: New Gemma Models
- Tags: [Gemma](https://110010.art/tags/gemma/), [RTX PRO 6000](https://110010.art/tags/rtx-pro-6000/)

Are there any (insider) infos to upcoming Gemma Models? Gemma 4 is for my usecase really good and I am looking forward if they will release any new even better models most likely named Gemma 5? Currently using Gemma...

Coverage:
- r/LocalLLaMA (2026-11-09): [New Gemma Models](https://www.reddit.com/r/LocalLLaMA/comments/1xrpcke/new_gemma_models/) -- lead source

### Ginux: a new kernel runs Linux userspace, created through human-directed AI engineering

- Permalink: https://110010.art/d/070543c5802b44e7/
- Original: https://zenodo.org/records/23682548
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ginux: A New Kernel Runs Linux Userspace, Made via Human-Directed AI Engineering

Coverage:
- Hacker News (AI) (2026-11-09): [Ginux: A New Kernel Runs Linux Userspace, Made via Human-Directed AI Engineering](https://news.ycombinator.com/item?id=50424147) -- lead source

### Two models build different trucks from prompts: one creates a 1942 truck, the other a toy truck

- Permalink: https://110010.art/d/56c0a07668d64253/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrp3hn/same_prompt_two_models_one_built_a_1942_truck_the/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Same prompt, two models: one built a 1942 truck, the other built a toy truck
- Tags: [Qwen](https://110010.art/tags/qwen/)

Model A — QoDuck (free mystery model in Qoder; vendor unknown, possibly a Qwen 3.8 variant). Model B — Qwen3.8 Flash Next (Unsloth Dynamic UD-Q4 GGUF). Task: a single ~1,600-word prompt that tells the model to act as...

Coverage:
- r/LocalLLaMA (2026-11-09): [Same prompt, two models: one built a 1942 truck, the other built a toy truck](https://www.reddit.com/r/LocalLLaMA/comments/1xrp3hn/same_prompt_two_models_one_built_a_1942_truck_the/) -- lead source

### Can DeepSeek challenge OpenAI, Anthropic in AI agents

- Permalink: https://110010.art/d/26cf10b919be4b1e/
- Original: https://www.scmp.com/tech/big-tech/article/3373757/can-deepseek-challenge-openai-anthropic-ai-agents-harness-adoption-takes
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Can DeepSeek Challenge OpenAI, Anthropic in AI Agents
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [DeepSeek](https://110010.art/tags/deepseek/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-09): [Can DeepSeek Challenge OpenAI, Anthropic in AI Agents](https://news.ycombinator.com/item?id=50423990) -- lead source

### Show HN: AI boom or bust, US war footing or not (four scenarios to 2029)

- Permalink: https://110010.art/d/a4606b841b8f4ad6/
- Original: https://elviovicosa.com/war/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: AI boom or bust, US war footing or not (four scenarios to 2029)](https://news.ycombinator.com/item?id=50423912) -- lead source

### Is this what they mean when they want to ban Chinese models?

- Permalink: https://110010.art/d/2223400e04be41ba/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xroin1/is_this_what_they_mean_when_they_want_to_ban/
- Source: r/LocalLLaMA
- Published: 2026-11-09

submitted by    /u/intellasy   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Is this what they mean when they want to ban Chinese models?](https://www.reddit.com/r/LocalLLaMA/comments/1xroin1/is_this_what_they_mean_when_they_want_to_ban/) -- lead source

### We opted out of Google AI search; here’s what happened.

- Permalink: https://110010.art/d/ed1bc085901e44cb/
- Original: https://signal.zyppy.com/p/we-opted-out-of-google-ai-search
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: We Opted Out of Google AI Search – Here's What Happened

Coverage:
- Hacker News (AI) (2026-11-09): [We Opted Out of Google AI Search – Here's What Happened](https://news.ycombinator.com/item?id=50423786) -- lead source

### Open source Chinese models outperform others

- Permalink: https://110010.art/d/7261f0ef902145a7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrof5f/open_source_chinese_models_are_the_best/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Open source Chinese models are the best

submitted by    /u/Nunki08   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Open source Chinese models are the best](https://www.reddit.com/r/LocalLLaMA/comments/1xrof5f/open_source_chinese_models_are_the_best/) -- lead source

### Together AI releases compiler for inference

- Permalink: https://110010.art/d/5b6a18a386564711/
- Original: https://www.together.ai/blog/together-compiler-continual-compilation-for-ai-inference
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Together Compiler: Continual Compilation for AI Inference

Coverage:
- Hacker News (AI) (2026-11-09): [Together Compiler: Continual Compilation for AI Inference](https://news.ycombinator.com/item?id=50423701) -- lead source

### The Most Advanced AI Rabbi

- Permalink: https://110010.art/d/3b072728e00a474c/
- Original: https://rebbe.io/
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [The Most Advanced AI Rabbi](https://news.ycombinator.com/item?id=50423419) -- lead source

### AI disrupts volunteer sites: AI tools surge in volunteer matching and recruitment platforms

- Permalink: https://110010.art/d/358fff31de41495e/
- Original: https://cacm.acm.org/news/ai-shakes-volunteer-sites/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: AI Shakes Volunteer Sites

Coverage:
- Hacker News (AI) (2026-11-09): [AI Shakes Volunteer Sites](https://news.ycombinator.com/item?id=50423378) -- lead source

### What model would you use to manage your gmail inbox?

- Permalink: https://110010.art/d/bd7921511d93486d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrnmso/which_model_would_you_use_to_manage_your_gmail/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: which model would you use to manage your gmail inbox?

I was wondering which model people here trust well enough to let them sift and manage through their gmail emails. I got 20 odd years of emails that got out of control and I would like to an agent to get through them,...

Coverage:
- r/LocalLLaMA (2026-11-09): [which model would you use to manage your gmail inbox?](https://www.reddit.com/r/LocalLLaMA/comments/1xrnmso/which_model_would_you_use_to_manage_your_gmail/) -- lead source

### Porting a Flash game to DOS (without AI) [video]

- Permalink: https://110010.art/d/91c6f0a0ae2b4849/
- Original: https://www.youtube.com/watch?v=5r-NeMRsfdw
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Porting a Flash game to DOS (without AI) [video]](https://news.ycombinator.com/item?id=50423158) -- lead source

### STMicroelectronics streamlines AI model development for STM32 developers

- Permalink: https://110010.art/d/d8ff294101784b61/
- Original: https://newsroom.st.com/media-center/press-item.html/stmicroelectronics-streamlines-ai-model-development-for-stm32-developers-n4800.html
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [STMicroelectronics streamlines AI model development for STM32 developers](https://news.ycombinator.com/item?id=50422908) -- lead source

### Claude Opus 5.5 tops new EDA benchmark leaderboard, beating GPT-6 Astra.

- Permalink: https://110010.art/d/d9721b0dd3704027/
- Original: https://deepsense.ai/blog/eda-benchmark-leaderboard-october-28th-2026/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Claude Opus 5.5 Beats GPT-6 Astra in the Newest EDA Benchmark Leaderboard
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [GPT-6](https://110010.art/tags/gpt-6/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-09): [Claude Opus 5.5 Beats GPT-6 Astra in the Newest EDA Benchmark Leaderboard](https://news.ycombinator.com/item?id=50422896) -- lead source

### Show HN: Control layer demo for AI coding agents

- Permalink: https://110010.art/d/684223378c254420/
- Original: https://github.com/MintCoderpro/mintigate-demo
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Control Layer Demo for AI Coding Agents

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Control Layer Demo for AI Coding Agents](https://news.ycombinator.com/item?id=50422833) -- lead source

### Qwen4 is ready

- Permalink: https://110010.art/d/de591e5cd7f04f9b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrlzw0/qwen4_is_ready/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Tags: [Qwen](https://110010.art/tags/qwen/)

Could you just please start to upload your tensors?  Thinking .... ▿ ⠏ (8d 5h · ↓ 3.1T tokens · esc to cancel)    submitted by    /u/Ok-Shower7286   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Qwen4 is ready](https://www.reddit.com/r/LocalLLaMA/comments/1xrlzw0/qwen4_is_ready/) -- lead source

### Turn text or photos into 360° panoramas with AI.

- Permalink: https://110010.art/d/592bbe8bdf4c4519/
- Original: https://ai360generator.com
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Turn text or photos into 360° panoramas with AI

Coverage:
- Hacker News (AI) (2026-11-09): [Turn text or photos into 360° panoramas with AI](https://news.ycombinator.com/item?id=50422413) -- lead source

### 370 books in 20 months: South African author defends her use of AI

- Permalink: https://110010.art/d/b5d0be06fa0248e4/
- Original: https://www.enca.com/lifestyle/370-books-20-months-sa-author-defends-her-use-ai
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: 370 Books in 20 months: South African author defends her use of AI

Coverage:
- Hacker News (AI) (2026-11-09): [370 Books in 20 months: South African author defends her use of AI](https://news.ycombinator.com/item?id=50422181) -- lead source

### Tracking AI’s real-time footprint on the labor market

- Permalink: https://110010.art/d/5287b204b4cd46ff/
- Original: https://hai.stanford.edu/news/tracking-ais-real-time-footprint-on-the-labor-market
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Tracking AI's Real-Time Footprint on the Labor Market

Coverage:
- Hacker News (AI) (2026-11-09): [Tracking AI's Real-Time Footprint on the Labor Market](https://news.ycombinator.com/item?id=50422174) -- lead source

### Same prompt, three hosts yield three different results on V4.1-Flash; author suggests why the discrepancy occurred.

- Permalink: https://110010.art/d/dedd4ff1d566433e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrl6fs/same_prompt_three_hosts_three_different_results/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Same prompt, three hosts, three different results on V4.1-Flash. I think I finally know why.
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Two weeks ago I started routing the same refactor task through three different V4.1-Flash endpoints. Not a benchmark, just a 700-line Python file I needed split into modules and I got tired of doing it by hand every...

Coverage:
- r/LocalLLaMA (2026-11-09): [Same prompt, three hosts, three different results on V4.1-Flash. I think I finally know why.](https://www.reddit.com/r/LocalLLaMA/comments/1xrl6fs/same_prompt_three_hosts_three_different_results/) -- lead source
- r/LocalLLaMA (2026-11-09): [Same prompt, DeepSeek V4.1 Flash vs Qwen 3.8 FN: 94 tok/s vs 350 tok/s](https://www.reddit.com/r/LocalLLaMA/comments/1xs7ffm/same_prompt_deepseek_v41_flash_vs_qwen_38_fn_94/)

### Being a meat proxy for AI should be grounds for getting people fired

- Permalink: https://110010.art/d/a4cb5b0d9b204252/
- Original: https://swiftrocks.com/being-a-meat-proxy-for-ai-should-be-grounds-for-getting-people-fired
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Being a meat proxy for AI should be grounds for getting people fired](https://news.ycombinator.com/item?id=50422001) -- lead source

### AI agent archived 53 of its own skills during a maintenance run

- Permalink: https://110010.art/d/2120a81a2b02456a/
- Original: https://www.dhawalshah.net/article/ai-agent-governance/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: My AI agent archived 53 of its own skills during a maintenance run

Coverage:
- Hacker News (AI) (2026-11-09): [My AI agent archived 53 of its own skills during a maintenance run](https://news.ycombinator.com/item?id=50421997) -- lead source

### L11 N8147 neuron makes Qwen-3.5-4B more often wrong with snark, and also produces interesting poetry

- Permalink: https://110010.art/d/33e7838958ab4f6c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrkomn/l11_n8147_is_a_neuron_that_will_make_qwen354b_get/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: L11 N8147 is a neuron that will make Qwen-3.5-4B get things confidently wrong while being weirdly snarky... But also makes it write interesting poetry
- Tags: [Qwen](https://110010.art/tags/qwen/)

Inspired by some of the other brain surgery posts, I wanted to see if I could find anything interesting in Qwen. Not particularly useful to make it get things wrong all the time I guess, but I find the poetry it...

Coverage:
- r/LocalLLaMA (2026-11-09): [L11 N8147 is a neuron that will make Qwen-3.5-4B get things confidently wrong while being weirdly snarky... But also makes it write interesting poetry](https://www.reddit.com/r/LocalLLaMA/comments/1xrkomn/l11_n8147_is_a_neuron_that_will_make_qwen354b_get/) -- lead source
- r/LocalLLaMA (2026-11-09): [More interesting and unusual Qwen3.5-4B neurons](https://www.reddit.com/r/LocalLLaMA/comments/1xrydgx/more_interesting_and_unusual_qwen354b_neurons/)

### OKF releases Markdown specification for humans and AI

- Permalink: https://110010.art/d/c9baa46c3d8d4c28/
- Original: https://okf.md/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: OKF – the Markdown spec for humans and AI

Coverage:
- Hacker News (AI) (2026-11-09): [OKF – the Markdown spec for humans and AI](https://news.ycombinator.com/item?id=50421832) -- lead source

### Ask HN: as a human, are you glad the AI bubble is bursting?

- Permalink: https://110010.art/d/1e52d045f6c4444f/
- Original: https://news.ycombinator.com/item?id=50421778
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: As a human, are you glad the AI bubble is bursting?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: As a human, are you glad the AI bubble is bursting?](https://news.ycombinator.com/item?id=50421778) -- lead source

### People who lost their jobs to AI describe which roles were affected

- Permalink: https://110010.art/d/131c74f3c74247a3/
- Original: https://news.ycombinator.com/item?id=50421579
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Those who have lost their job to AI what was your job?

Coverage:
- Hacker News (AI) (2026-11-09): [Those who have lost their job to AI what was your job?](https://news.ycombinator.com/item?id=50421579) -- lead source

### What if the next computer virus isn’t software? Rise of AI-powered USB threats

- Permalink: https://110010.art/d/a331026859e8458e/
- Original: https://medium.com/@makalin/what-if-the-next-computer-virus-isnt-software-the-rise-of-ai-powered-usb-threats-0facf6a9247b
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: What If the Next Computer Virus Isn't Software? Rise of AI-Powered USB Threats

Coverage:
- Hacker News (AI) (2026-11-09): [What If the Next Computer Virus Isn't Software? Rise of AI-Powered USB Threats](https://news.ycombinator.com/item?id=50421562) -- lead source

### Apple capped engineers at a $200 daily AI budget

- Permalink: https://110010.art/d/2545b257b2634b88/
- Original: https://www.stork.ai/newsletter/2026-11-08-apple-capped-engineers-at-a-200-daily-ai-budget
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Apple capped engineers at a $200 daily AI budget](https://news.ycombinator.com/item?id=50421426) -- lead source

### AI learns from the products of thinking, not thought itself

- Permalink: https://110010.art/d/ebf0474bb33a4d91/
- Original: https://theconversation.com/ai-learns-from-the-products-of-thinking-not-thought-itself-thats-a-problem-for-machines-and-for-us-293696
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI learns from the products of thinking, not thought itself](https://news.ycombinator.com/item?id=50421354) -- lead source

### What AI does to us?

- Permalink: https://110010.art/d/c4692017d56344ac/
- Original: https://mitsloan.mit.edu/ideas-made-to-matter/collision-what-ai-does-to-us
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The Collision: What AI Does to Us

Coverage:
- Hacker News (AI) (2026-11-09): [The Collision: What AI Does to Us](https://news.ycombinator.com/item?id=50421223) -- lead source

### I Resist Generative AI

- Permalink: https://110010.art/d/fb6090acb03f41f0/
- Original: https://estherweidauer.com/articles/why-resist-generative-ai.html
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: I Resist Generative "AI"

Coverage:
- Hacker News (AI) (2026-11-09): [I Resist Generative "AI"](https://news.ycombinator.com/item?id=50420983) -- lead source

### Show HN: Mindfries — AI interviewer based on real engineering skill, not on low-code

- Permalink: https://110010.art/d/1dfe326ef3e141b4/
- Original: https://company.mindfries.com/login
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Mindfries- AI Interviewer based on real eng skill not on L**tC*de

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Mindfries- AI Interviewer based on real eng skill not on L**tC*de](https://news.ycombinator.com/item?id=50420697) -- lead source

### Torchlens lets users inspect, visualize and intervene on any operation in any neural network

- Permalink: https://110010.art/d/e0b86715547b4f93/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrh5iz/github_repo_torchlens_inspect_visualize_and/
- Source: r/LocalLLaMA
- Published: 2026-11-09
- Original headline: Github Repo: Torchlens - Inspect, visualize and intervene on any operation in any neural network.

submitted by    /u/Thrumpwart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-09): [Github Repo: Torchlens - Inspect, visualize and intervene on any operation in any neural network.](https://www.reddit.com/r/LocalLLaMA/comments/1xrh5iz/github_repo_torchlens_inspect_visualize_and/) -- lead source

### Type in any task, then receive the best AI model for it.

- Permalink: https://110010.art/d/15fcea38debd4205/
- Original: https://taskrouter.com/tasks
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Type in Any Task. Get the Best AI Model for It

Coverage:
- Hacker News (AI) (2026-11-09): [Type in Any Task. Get the Best AI Model for It](https://news.ycombinator.com/item?id=50420635) -- lead source

### Asahi Linux switches to GPL after AI used to steal unreleased code, dropping MIT license.

- Permalink: https://110010.art/d/5e9fcd6a101c495e/
- Original: https://itsfoss.com/news/asahi-linux-drops-mit-for-gpl/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Asahi Linux Drops MIT, Goes Full GPL After AI Used to Steal Unreleased Code

Coverage:
- Hacker News (AI) (2026-11-09): [Asahi Linux Drops MIT, Goes Full GPL After AI Used to Steal Unreleased Code](https://news.ycombinator.com/item?id=50420532) -- lead source
- Hacker News (AI) (2026-11-09): [Asahi Linux forbids using AI to contribute](https://news.ycombinator.com/item?id=50422306)

### New research tests whether AI models know their own thoughts

- Permalink: https://110010.art/d/5071879cd516441a/
- Original: https://www.quantamagazine.org/new-research-tests-whether-ai-models-know-their-own-thoughts-20261104/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: New Research Tests Whether AI Models Know Their Own Thoughts

Coverage:
- Hacker News (AI) (2026-11-09): [New Research Tests Whether AI Models Know Their Own Thoughts](https://news.ycombinator.com/item?id=50420330) -- lead source

### AI-first browser test automation at $0.01 per step

- Permalink: https://110010.art/d/34e011e77b0e4852/
- Original: https://www.youraitester.com
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [AI-first browser test automation at $0.01 per step](https://news.ycombinator.com/item?id=50420040) -- lead source

### Revolut cut AI costs 90% and started shipping faster.

- Permalink: https://110010.art/d/2887fd941716401e/
- Original: https://linas.substack.com/p/revolut-ai-coding-costs-open-source-models
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Revolut Cut AI Costs 90% and Started Shipping Faster

Coverage:
- Hacker News (AI) (2026-11-09): [Revolut Cut AI Costs 90% and Started Shipping Faster](https://news.ycombinator.com/item?id=50420025) -- lead source

### Microsoft workers call for accountable AI

- Permalink: https://110010.art/d/e39e0904a4b84016/
- Original: https://dash.palform.app/fill/org_0R2JXZPZ7PFWX/form_0R8K0PRYXGM71?f=fat_0R9JYW9RTDRDS
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Microsoft Workers Call for Accountable AI

Coverage:
- Hacker News (AI) (2026-11-09): [Microsoft Workers Call for Accountable AI](https://news.ycombinator.com/item?id=50419843) -- lead source

### Staff at the US center for AI safety report to the White House

- Permalink: https://110010.art/d/6dd6689ee8994386/
- Original: https://apnews.com/article/ai-safety-trump-white-house-d3318eb2cf011df53e9ddb3e03d25f13
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Staff at the US center for AI safety are reporting to the White House

Coverage:
- Hacker News (AI) (2026-11-09): [Staff at the US center for AI safety are reporting to the White House](https://news.ycombinator.com/item?id=50419747) -- lead source

### Show HN: Airlock – policy-as-code for fleets of AI coding agents

- Permalink: https://110010.art/d/31392c6ac66549c0/
- Original: https://airlock.lunareng.com/docs
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Airlock – Policy-as-code for fleets of AI coding agents

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Airlock – Policy-as-code for fleets of AI coding agents](https://news.ycombinator.com/item?id=50419615) -- lead source

### Midgarth Quest: Browser-playable MMORPG written by AI

- Permalink: https://110010.art/d/054ed281a6124a75/
- Original: https://midgarth.quest/
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Show HN: Midgarth Quest. Browser-Playable Mmorpg Written by AI

Coverage:
- Hacker News (AI) (2026-11-09): [Show HN: Midgarth Quest. Browser-Playable Mmorpg Written by AI](https://news.ycombinator.com/item?id=50419542) -- lead source

### The commanding heights: where AI will create wealth

- Permalink: https://110010.art/d/092a90319b3f49a9/
- Original: https://commanding-heights.com/commanding-heights.pdf
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: The Commanding Heights: Where AI will create wealth [pdf]

Coverage:
- Hacker News (AI) (2026-11-09): [The Commanding Heights: Where AI will create wealth [pdf]](https://news.ycombinator.com/item?id=50419463) -- lead source

### I am building Threadz, a human-first AI writing app

- Permalink: https://110010.art/d/648fabf4896640d1/
- Original: https://news.ycombinator.com/item?id=50419308
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: I am building Threadz. Human first AI writing app

Coverage:
- Hacker News (AI) (2026-11-09): [I am building Threadz. Human first AI writing app](https://news.ycombinator.com/item?id=50419308) -- lead source

### What do you use to get the latest technical AI news?

- Permalink: https://110010.art/d/87b9e8d651104e40/
- Original: https://news.ycombinator.com/item?id=50419260
- Source: Hacker News (AI)
- Published: 2026-11-09
- Original headline: Ask HN: What do you use to get the latest technical AI news?

Coverage:
- Hacker News (AI) (2026-11-09): [Ask HN: What do you use to get the latest technical AI news?](https://news.ycombinator.com/item?id=50419260) -- lead source

### Turn prompts into images and editable SVGs with GPT Image 2.6

- Permalink: https://110010.art/d/2f1f7f8b009942d4/
- Original: https://reapi.ai/models/gpt-image-2-6
- Source: Hacker News (AI)
- Published: 2026-11-09

Coverage:
- Hacker News (AI) (2026-11-09): [Turn prompts into images and editable SVGs with GPT Image 2.6](https://news.ycombinator.com/item?id=50419220) -- lead source

### Show HN: I trained a card game AI with self-play on a MacBook

- Permalink: https://110010.art/d/7dd9bec4a7af4601/
- Original: https://lowpeek.xyz/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN I trained a card game AI with self-play on a MacBook

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN I trained a card game AI with self-play on a MacBook](https://news.ycombinator.com/item?id=50419072) -- lead source

### I'm not convinced the AI bubble exists

- Permalink: https://110010.art/d/bf345f841f5b47e2/
- Original: https://matteoraso.github.io/im-not-convinced-the-ai-bubble-exists.html
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [I'm not convinced the AI bubble exists](https://news.ycombinator.com/item?id=50418975) -- lead source

### Joined the 4x R9700 Club; initial benchmarks for QFN 3.8 show ~190 tok/s user prompts, prefill at ~6,800 tok/s, and per-user follow-ups at 80–225 tok/s, with a worst-case ~2.5 minutes to first token.

- Permalink: https://110010.art/d/aeffc3fdb9254ffa/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrcia4/joined_the_4x_r9700_club_initial_benchmarks_for/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Joined the 4x R9700 Club | Initial Benchmarks for QFN 3.8 Below

Posted this on the r/R9700 subreddit as well, but figured I'd share my initial findings here. tl;dr - One user writes at about 190 tok/s. Prefill runs at about 6,800 tok/s total no matter how many users there are....

Coverage:
- r/LocalLLaMA (2026-11-08): [Joined the 4x R9700 Club | Initial Benchmarks for QFN 3.8 Below](https://www.reddit.com/r/LocalLLaMA/comments/1xrcia4/joined_the_4x_r9700_club_initial_benchmarks_for/) -- lead source

### AI model learns language the way children do

- Permalink: https://110010.art/d/e67eb4d58065465e/
- Original: https://pni.princeton.edu/news/2026/princeton-researchers-train-ai-model-learn-language-way-children-do
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI model to learn language the way children do

Coverage:
- Hacker News (AI) (2026-11-08): [AI model to learn language the way children do](https://news.ycombinator.com/item?id=50418771) -- lead source

### AI to find vulnerabilities in global legislation on Git

- Permalink: https://110010.art/d/7c8c39f583d74907/
- Original: https://github.com/lexifina/global-law/tree/main/vulnerabilities
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI to find vulnerabilities in global legislation (on Git)

Coverage:
- Hacker News (AI) (2026-11-08): [AI to find vulnerabilities in global legislation (on Git)](https://news.ycombinator.com/item?id=50418651) -- lead source

### Exody launches native macOS AI workbench with 5-stage loop, 100% BYOK, and no markup

- Permalink: https://110010.art/d/71a1d9a15ef044a9/
- Original: https://www.exody.ai/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Exody – Native macOS AI Workbench (5-stage loop, 100% BYOK, $0 markup)

Coverage:
- Hacker News (AI) (2026-11-08): [Exody – Native macOS AI Workbench (5-stage loop, 100% BYOK, $0 markup)](https://news.ycombinator.com/item?id=50418351) -- lead source

### Benchmarking offline LLMs locally: strategies, prompts, and tools to compare speed, efficiency, reasoning, tool use, and coding across multiple models

- Permalink: https://110010.art/d/7a6ecec3188844a2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrbhdf/how_do_you_locally_benchmark_and_compare_local/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: How do you locally benchmark and compare local LLMs?

If I wanted to locally compare performance for multiple different offline LLM models across various modalities (speed, efficiency, reasoning, tool use, programing/coding, etc), what strategies, prompts, software are...

Coverage:
- r/LocalLLaMA (2026-11-08): [How do you locally benchmark and compare local LLMs?](https://www.reddit.com/r/LocalLLaMA/comments/1xrbhdf/how_do_you_locally_benchmark_and_compare_local/) -- lead source

### AI, bullshit and art speak: how the art world prepared us for the age of AI slop

- Permalink: https://110010.art/d/965a5bcf98284e4c/
- Original: https://jaymollica.com/blog/ai-bullshit-and-art-speak/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI, Bullshit and Art Speak: How the art world prepared us for the age of AI slop

Coverage:
- Hacker News (AI) (2026-11-08): [AI, Bullshit and Art Speak: How the art world prepared us for the age of AI slop](https://news.ycombinator.com/item?id=50418310) -- lead source

### Show HN: My first project, an AI-powered financial news analyzer

- Permalink: https://110010.art/d/eff28daa1c79489a/
- Original: https://github.com/lamarcol/NotBot
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: My first project, an AI-powered financial news analyzer](https://news.ycombinator.com/item?id=50418158) -- lead source

### How much code do AI models and harnesses add? An open-source benchmark measures code complexity against human fixes

- Permalink: https://110010.art/d/54698d7083dc4663/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrathc/how_much_code_do_ai_models_and_harnesses_add_i/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: How much code do AI models and harnesses add? I made an open-source benchmark to measure code complexity.

Existing benchmarks measure the solve rate and token output/cost, but don't punish excess code or overengineering, which increases technical debt in the long term.  Parsimony counts syntax units (statements, calls,...

Coverage:
- r/LocalLLaMA (2026-11-08): [How much code do AI models and harnesses add? I made an open-source benchmark to measure code complexity.](https://www.reddit.com/r/LocalLLaMA/comments/1xrathc/how_much_code_do_ai_models_and_harnesses_add_i/) -- lead source

### Nous Research Arete-27B GGUF quantinals

- Permalink: https://110010.art/d/c2c87e9b2edf499c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrarta/nous_research_arete27b_gguf_quants/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Nous Research Arete-27B GGUF quants

submitted by    /u/gladkos   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [Nous Research Arete-27B GGUF quants](https://www.reddit.com/r/LocalLLaMA/comments/1xrarta/nous_research_arete27b_gguf_quants/) -- lead source

### 3d video explains how the microduck AI robot works

- Permalink: https://110010.art/d/c31d09d56fe64d0a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xrai3x/really_cool_3d_video_on_how_the_microduck_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Really cool 3d video on how the microduck ai robot works

Underrated youtube channel, thought this would be nice to share given its open source uses local ai. Does anyone own one?    submitted by    /u/Individual-Dot5488   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [Really cool 3d video on how the microduck ai robot works](https://www.reddit.com/r/LocalLLaMA/comments/1xrai3x/really_cool_3d_video_on_how_the_microduck_ai/) -- lead source

### Who do AI search engines name when buyers ask about 12 cold-email tools?

- Permalink: https://110010.art/d/9de3b9eed7784afa/
- Original: https://www.nextiqumai.com/insights/who-does-chatgpt-name-instead-of-you-12-tool-citation-audit
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Who do AI search engines name when buyers ask about 12 cold-email tools?](https://news.ycombinator.com/item?id=50417769) -- lead source

### Jenson admits an affair with an alleged Chinese spy

- Permalink: https://110010.art/d/c95e9fdb12234860/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr9s5n/jenson_admits_his_affair_with_an_alleged_chinese/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Jenson admits his affair with an alleged Chinese spy

submitted by    /u/_Sneaky_Bastard_   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [Jenson admits his affair with an alleged Chinese spy](https://www.reddit.com/r/LocalLLaMA/comments/1xr9s5n/jenson_admits_his_affair_with_an_alleged_chinese/) -- lead source

### Resurrecting 2013 E-Waste: Native CUDA Mamba-1 & PyTorch 2.7.1 on Windows for legacy GPUs (Kepler–Turing, SM 3.5–7.5)

- Permalink: https://110010.art/d/8d8ecc6bedd04283/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr97iz/resurrecting_2013_ewaste_native_cuda_mamba1/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Resurrecting 2013 E-Waste: Native CUDA Mamba-1 & PyTorch 2.7.1 on Windows (Kepler–Turing, SM 3.5–7.5)
- Tags: [CUDA](https://110010.art/tags/cuda/), [NVIDIA](https://110010.art/tags/nvidia/)

Hello! I want to share an active development project. If you have a drawer full of old NVIDIA GPU's collecting dust because modern AI stacks refuse to compile for them, this is for you. I have ported the modern LLM...

Coverage:
- r/LocalLLaMA (2026-11-08): [Resurrecting 2013 E-Waste: Native CUDA Mamba-1 & PyTorch 2.7.1 on Windows (Kepler–Turing, SM 3.5–7.5)](https://www.reddit.com/r/LocalLLaMA/comments/1xr97iz/resurrecting_2013_ewaste_native_cuda_mamba1/) -- lead source

### Meta's Charm gadget reflects CEO Zuckerberg's AI ambitions

- Permalink: https://110010.art/d/e4f06458b0da42cf/
- Original: https://tech.yahoo.com/ai/meta-ai/articles/metas-charm-gadget-carries-ceo-043955979.html
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Meta's Charm gadget carries CEO Zuckerberg's big AI ambitions
- Tags: [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-08): [Meta's Charm gadget carries CEO Zuckerberg's big AI ambitions](https://news.ycombinator.com/item?id=50417169) -- lead source

### Developer's guide to agentic engineering goes beyond code generation

- Permalink: https://110010.art/d/b5fe42a80ac34409/
- Original: https://github.blog/ai-and-ml/github-copilot/beyond-code-generation-a-developers-guide-to-agentic-engineering/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Beyond code generation: A developer's guide to agentic engineering

Coverage:
- Hacker News (AI) (2026-11-08): [Beyond code generation: A developer's guide to agentic engineering](https://news.ycombinator.com/item?id=50417036) -- lead source

### Qwen4 27B rumored to launch Monday November 9 at 3PM Beijing time

- Permalink: https://110010.art/d/b8deb76686514dad/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr8h0a/apparently_qwen4_27b_is_coming_monday_november/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Apparently Qwen4 27B is coming Monday November 9th at 3PM Beijing time
- Tags: [Qwen](https://110010.art/tags/qwen/)

I’d treat this as a rumour obviously. Fingers crossed.     submitted by    /u/mrgreatheart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [Apparently Qwen4 27B is coming Monday November 9th at 3PM Beijing time](https://www.reddit.com/r/LocalLLaMA/comments/1xr8h0a/apparently_qwen4_27b_is_coming_monday_november/) -- lead source

### AI skill translates uploaded sheet music into IPA and English translations

- Permalink: https://110010.art/d/1edd3d2393fc40b4/
- Original: https://github.com/secureakira-tech/early-music-ipa-guide
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI skill to provide IPA and English translations from uploaded sheet music

Coverage:
- Hacker News (AI) (2026-11-08): [AI skill to provide IPA and English translations from uploaded sheet music](https://news.ycombinator.com/item?id=50416922) -- lead source

### VLLM Qwen 27B or Strata Qwen Flash Next or...?: user seeks up-to-date guidance for optimizing local hardware development setup with Lambda Stack on Ubuntu 22.04 LTS

- Permalink: https://110010.art/d/e2357645cfd54d33/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr85xd/vllm_qwen_27b_or_strata_qwen_flash_next_or/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: VLLM Qwen 27B or Strata Qwen Flash Next or...?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I am looking for up to date advice with getting the most out of my hardware for local development. I have been out of using my local setup for a while (2024-2025), and now have made time to get back into it. I am...

Coverage:
- r/LocalLLaMA (2026-11-08): [VLLM Qwen 27B or Strata Qwen Flash Next or...?](https://www.reddit.com/r/LocalLLaMA/comments/1xr85xd/vllm_qwen_27b_or_strata_qwen_flash_next_or/) -- lead source

### Not another AI note taker

- Permalink: https://110010.art/d/02aa6f88ef7542e4/
- Original: https://useskribble.com
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Not another AI note taker](https://news.ycombinator.com/item?id=50416773) -- lead source

### Show HN: APC Playground – stop AI agents from modifying your API tool calls

- Permalink: https://110010.art/d/522985babaf749f1/
- Original: https://playground.alephapc.com/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: APC Playground – Stop AI agents from modifying your API tool calls

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: APC Playground – Stop AI agents from modifying your API tool calls](https://news.ycombinator.com/item?id=50416757) -- lead source

### Vibe-Shield releases static security scanner for AI-generated Next.js/Supabase code

- Permalink: https://110010.art/d/753209e6a2bd4e9d/
- Original: https://github.com/avivgerz-hue/vibe-shield
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Vibe-Shield – Static security scanner for AI-generated Next.js/Supabase code

Coverage:
- Hacker News (AI) (2026-11-08): [Vibe-Shield – Static security scanner for AI-generated Next.js/Supabase code](https://news.ycombinator.com/item?id=50416741) -- lead source

### Bloomington, Indiana bans artificial intelligence with Ordinance 2026-29 explained.

- Permalink: https://110010.art/d/81d824e1a8d740dd/
- Original: https://explainx.ai/blog/bloomington-indiana-superintelligence-ban-ordinance-2026-29-2026
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Bloomington, Indiana Bans Artificial Intelligence: Ordinance 2026-29 Explained

Coverage:
- Hacker News (AI) (2026-11-08): [Bloomington, Indiana Bans Artificial Intelligence: Ordinance 2026-29 Explained](https://news.ycombinator.com/item?id=50416484) -- lead source
- Hacker News (AI) (2026-11-09): [Bloomington city council bars superintelligent AI](https://news.ycombinator.com/item?id=50428597)

### Show HN: Vynyo – AI creative studio for hairstyle, image and video

- Permalink: https://110010.art/d/6a7d2e345cbb4f84/
- Original: https://vynyo.com
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Vynyo – AI creative studio for hairstyle, image and video](https://news.ycombinator.com/item?id=50416470) -- lead source

### Intel Arc Pro B70 32GB vs NVIDIA RTX 5090 on Qwen3.8-27B shows about half the speed at one-fifth the price after optimizations.

- Permalink: https://110010.art/d/0796852994854faf/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr78s5/intel_arc_pro_b70_32gb_1299_vs_nvidia_rtx_5090/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Intel Arc Pro B70 32GB ($1,299) vs NVIDIA RTX 5090 ($6,500+) on Qwen3.8-27B: about 1/2 speed gen (1/3 speed prefill) for 1/5 price, after best setup
- Tags: [Qwen](https://110010.art/tags/qwen/), [NVIDIA](https://110010.art/tags/nvidia/)

I got an Arc Pro B70 (32GB) last week for $1,299 direct from ASRock official store on Amazon (B65 is also 32GB but slower, and was only $100 cheaper at $1,199, so I "splurged"). Obviously I'd have wanted a 5090 for...

Coverage:
- r/LocalLLaMA (2026-11-08): [Intel Arc Pro B70 32GB ($1,299) vs NVIDIA RTX 5090 ($6,500+) on Qwen3.8-27B: about 1/2 speed gen (1/3 speed prefill) for 1/5 price, after best setup](https://www.reddit.com/r/LocalLLaMA/comments/1xr78s5/intel_arc_pro_b70_32gb_1299_vs_nvidia_rtx_5090/) -- lead source

### Kimi-K3.1-Pro-Coder (2.8T) achieves 775 GB quant at 56% reduction and 36.8 TPS (Batch) / 10.8 TPS on 1x Blackwell; 96.7% on AIME 2025 and LiveCodeBench

- Permalink: https://110010.art/d/9b9807f506d7417f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr777l/kimik31procoder_28t_177_tb_775_gb_56_368_tps/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Kimi-K3.1-Pro-Coder (2.8T) | 1.77 TB -> 775 GB (-56%) | 36.8 TPS (Batch) / 10.8 TPS on 1x Blackwell | 96.7% on both AIME 2025 and LiveCodeBench
- Tags: [Blackwell](https://110010.art/tags/blackwell/), [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Up front: I know a 775 GB quant is not for everyone, and this is definitely a more experimental setup and quant than I usually do, but I think it was a great stress-test of what's possible and I believe there is more...

Coverage:
- r/LocalLLaMA (2026-11-08): [Kimi-K3.1-Pro-Coder (2.8T) | 1.77 TB -> 775 GB (-56%) | 36.8 TPS (Batch) / 10.8 TPS on 1x Blackwell | 96.7% on both AIME 2025 and LiveCodeBench](https://www.reddit.com/r/LocalLLaMA/comments/1xr777l/kimik31procoder_28t_177_tb_775_gb_56_368_tps/) -- lead source

### How I Fight AI Brain Fry

- Permalink: https://110010.art/d/0f0f53098b0f4fed/
- Original: https://sergeykuhne.com/blog/fighting-ai-brain-fry
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [How I Fight AI Brain Fry](https://news.ycombinator.com/item?id=50416363) -- lead source

### AI detection trap: Machines put human creativity on trial

- Permalink: https://110010.art/d/6b94acc9230c4ae8/
- Original: https://www.newindianexpress.com/explainers/2026/Nov/06/ai-detection-trap-when-machines-put-human-creativity-on-trial
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI detection trap: When machines put human creativity on trial

Coverage:
- Hacker News (AI) (2026-11-08): [AI detection trap: When machines put human creativity on trial](https://news.ycombinator.com/item?id=50416216) -- lead source

### Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation; 32GB VRAM could run Opus 5.5-level intelligence, with reduced memory bandwidth bottlenecks

- Permalink: https://110010.art/d/d11cad3010dd4d6b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr6krp/nextconcept_modeling_fast_parallel_coarsetofine/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation: This will completely change everything!
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/)

Essentially we could very soon run opus 5.5 level of intelligence on 32gb Vram. Its many folds more efficient in terms of memory bandwidth making compute the real bottleneck. What do you think?    submitted by   ...

Coverage:
- r/LocalLLaMA (2026-11-08): [Next-Concept Modeling: Fast, Parallel Coarse-to-Fine Text Generation: This will completely change everything!](https://www.reddit.com/r/LocalLLaMA/comments/1xr6krp/nextconcept_modeling_fast_parallel_coarsetofine/) -- lead source

### Ask HN: Will AI agents behave differently in a swarm?

- Permalink: https://110010.art/d/d49546b7e85a4a4f/
- Original: https://world.emergence.ai/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Ask HN- Will AI agents behave differently in a swarm?

Coverage:
- Hacker News (AI) (2026-11-08): [Ask HN- Will AI agents behave differently in a swarm?](https://news.ycombinator.com/item?id=50416075) -- lead source

### Canada's AI translation tool makes humorous mistakes

- Permalink: https://110010.art/d/068501db5a9649ab/
- Original: https://www.blogto.com/tech/2026/11/canada-ai-translation-tool-making-mistakes/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Canada's AI translation tool keeps making hilarious mistakes

Coverage:
- Hacker News (AI) (2026-11-08): [Canada's AI translation tool keeps making hilarious mistakes](https://news.ycombinator.com/item?id=50415905) -- lead source

### The heavy cloud: hydrosocial dispossession and the water coloniality of AI infra

- Permalink: https://110010.art/d/cab2bb38a6264c02/
- Original: https://rgs-ibg.onlinelibrary.wiley.com/doi/10.1002/geo2.70113
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: The Heavy Cloud: Hydrosocial Dispossession and the Water Coloniality of AI Infra

Coverage:
- Hacker News (AI) (2026-11-08): [The Heavy Cloud: Hydrosocial Dispossession and the Water Coloniality of AI Infra](https://news.ycombinator.com/item?id=50415854) -- lead source

### Drugmaker CEOs question AI's promise to cure disease in Silicon Valley

- Permalink: https://110010.art/d/bbbf1aab3af24ae5/
- Original: https://www.wsj.com/tech/ai/silicon-valley-promises-ai-will-cure-disease-drugmaker-ceos-arent-buying-it-5218511c
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Silicon Valley Promises AI Will Cure Disease. Drugmaker CEOs Aren't Buying It

Coverage:
- Hacker News (AI) (2026-11-08): [Silicon Valley Promises AI Will Cure Disease. Drugmaker CEOs Aren't Buying It](https://news.ycombinator.com/item?id=50415817) -- lead source

### Is your product AI slop?

- Permalink: https://110010.art/d/e342424251ed4c03/
- Original: https://slopcalculator.com/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Is your product AI slop?

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Is your product AI slop?](https://news.ycombinator.com/item?id=50415740) -- lead source

### Terminal-RSI-27B: a Qwen3.8-27B-based terminal-agent model for repository inspection, code editing, and multi-step tasks requiring interaction with an executable environment

- Permalink: https://110010.art/d/b46170575c7e4273/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr4ue4/anyone_tried_this_yet/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Anyone tried this yet?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Terminal-RSI-27B is a Qwen3.8-27B-based terminal-agent model released by the Terminal-RSI project. It is intended for repository inspection, code editing, dependency repair, scientific workflow reconstruction, and...

Coverage:
- r/LocalLLaMA (2026-11-08): [Anyone tried this yet?](https://www.reddit.com/r/LocalLLaMA/comments/1xr4ue4/anyone_tried_this_yet/) -- lead source

### Why hasn’t someone recreated ShareGPT?

- Permalink: https://110010.art/d/f4de2d2a0e5347a5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr4jnf/why_hasnt_someone_recreate_sharegpt/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Why Hasn't Someone Recreate ShareGPT?

Was there some legal issues preventing someone from just making a new website where everyone would be able to share the chat logs from frontier models to create a dataset for others to use for training/finetuning?...

Coverage:
- r/LocalLLaMA (2026-11-08): [Why Hasn't Someone Recreate ShareGPT?](https://www.reddit.com/r/LocalLLaMA/comments/1xr4jnf/why_hasnt_someone_recreate_sharegpt/) -- lead source

### What people find local models useful for, and examples of concrete use cases (e.g., DeepSeek v4.1 Flash 1017 with BRRR)

- Permalink: https://110010.art/d/92e248757007412d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr4iv0/what_are_people_finding_local_models_actually/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: What are people finding local models actually useful for?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

I think that a lot of people get into local models because they get a sense of potential with this stuff, but it can be hard to make local models concretely useful sometimes, compared to frontier models. I think it...

Coverage:
- r/LocalLLaMA (2026-11-08): [What are people finding local models actually useful for?](https://www.reddit.com/r/LocalLLaMA/comments/1xr4iv0/what_are_people_finding_local_models_actually/) -- lead source

### GPT-5.5 dataset covers 25 billion tokens; 12,121 tool calls reported

- Permalink: https://110010.art/d/d3369f6dd4924ef2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr3ymf/gpt55_dataset_across_my_used_25_billion_tokens/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: GPT-5.5 dataset across my used 25 billion tokens!
- Tags: [GPT-5](https://110010.art/tags/gpt-5/)

Cheers for u/New_Comfortable7240 for santitisation! 12,121 tool calls here!    submitted by    /u/-MaskNinja-   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [GPT-5.5 dataset across my used 25 billion tokens!](https://www.reddit.com/r/LocalLLaMA/comments/1xr3ymf/gpt55_dataset_across_my_used_25_billion_tokens/) -- lead source

### Java LLM implementation based on Karpathy’s GPT using alpaca_es_chat.jsonl

- Permalink: https://110010.art/d/3e00646b448043c3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr3qok/a_java_llm_implementation_based_on_karpathys_gpt/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: A Java LLM implementation based on Karpathy's GPT with alpaca_es_chat.jsonl

Hello everyone, I wanted to share my progress on implementing a language model written 100% in pure Java. You can find the repository here (https://github.com/aayes89/jUltraLLM/tree/master).  It includes a model...

Coverage:
- r/LocalLLaMA (2026-11-08): [A Java LLM implementation based on Karpathy's GPT with alpaca_es_chat.jsonl](https://www.reddit.com/r/LocalLLaMA/comments/1xr3qok/a_java_llm_implementation_based_on_karpathys_gpt/) -- lead source

### What you can realistically run locally on a Mac mini M5 Pro (48GB) for AI workloads

- Permalink: https://110010.art/d/763dc619ec764f5d/
- Original: https://lobste.rs/s/umsitb/what_can_i_realistically_do_with_local_ai
- Source: Lobsters (AI)
- Published: 2026-11-08
- Original headline: What can I realistically do with local AI on a Mac mini M5 Pro (48GB)?

I just got a Mac mini with an M5 Pro (base CPU config) and 48GB of unified memory. I want to run as much AI locally as makes sense, but it's hard to separate what actually works day to day from benchmark hype.
What...

Coverage:
- Lobsters (AI) (2026-11-08): [What can I realistically do with local AI on a Mac mini M5 Pro (48GB)?](https://lobste.rs/s/umsitb/what_can_i_realistically_do_with_local_ai) -- lead source

### Moonshot Kimi roadmap outlines K3 Flash replacement in 2026, Kimi 3.5 in 2027 with 3T parameters, and K4 at 5.4T parameters by Q3 2027

- Permalink: https://110010.art/d/1b555342ce544cd2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr2t4c/rumor_moonshot_kimi_roadmap/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Rumor: Moonshot Kimi roadmap
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/), [DeepSeek](https://110010.art/tags/deepseek/)

EOY 2026: Kimi K3 Flash, will replace Kimi K2.8 and compete with DeepSeek V4.1 Flash. Early 2027: Kimi 3.5 , same 3T parameters, that is faster at reaching simple answers. Q3 2027: Kimi K4 will increase size to 5.4...

Coverage:
- r/LocalLLaMA (2026-11-08): [Rumor: Moonshot Kimi roadmap](https://www.reddit.com/r/LocalLLaMA/comments/1xr2t4c/rumor_moonshot_kimi_roadmap/) -- lead source

### Cant use Abliterated Model in Strata

- Permalink: https://110010.art/d/a37e0c6b60ea4edc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr2mzb/cant_use_abliterated_model_in_strata/
- Source: r/LocalLLaMA
- Published: 2026-11-08

As can be seen in the image, the "Use Version" button is greyed out and I cannot select it. Is there a setting im missing?...

Coverage:
- r/LocalLLaMA (2026-11-08): [Cant use Abliterated Model in Strata](https://www.reddit.com/r/LocalLLaMA/comments/1xr2mzb/cant_use_abliterated_model_in_strata/) -- lead source

### China's AI models, led by Kimi, dominate open-source enterprise spending

- Permalink: https://110010.art/d/db26dfd66bc74a27/
- Original: https://www.scmp.com/tech/tech-trends/article/3373550/chinas-ai-models-led-kimi-dominate-open-source-enterprise-spending
- Source: Hacker News (AI)
- Published: 2026-11-08
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Coverage:
- Hacker News (AI) (2026-11-08): [China's AI models, led by Kimi, dominate open-source enterprise spending](https://news.ycombinator.com/item?id=50414719) -- lead source

### Upgrade your GPU? run local LLMs on both GPUs by splitting inference workloads across them.

- Permalink: https://110010.art/d/7d5ad45292d5451b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr2ici/upgraded_your_gpu_dont_sell_the_old_one_put_both/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Upgraded Your GPU? Don't Sell the Old One. Put Both to Work Running Local LLMs.
- Tags: [Llama](https://110010.art/tags/llama/)

Friendly reminder: If you upgraded to a newer GPU, don't let your old one collect dust! You can run both GPUs in the same rig and split LLM inference workloads across them using tools like llama.cpp. I'm doing...

Coverage:
- r/LocalLLaMA (2026-11-08): [Upgraded Your GPU? Don't Sell the Old One. Put Both to Work Running Local LLMs.](https://www.reddit.com/r/LocalLLaMA/comments/1xr2ici/upgraded_your_gpu_dont_sell_the_old_one_put_both/) -- lead source

### One of classical music's biggest stars says AI is degrading our taste

- Permalink: https://110010.art/d/9d3a5521dba14d0f/
- Original: https://www.bloomberg.com/features/2026-max-richter-weekend-interview/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: One of Classical Music's Biggest Stars Says AI Is Degrading Our Taste

Coverage:
- Hacker News (AI) (2026-11-08): [One of Classical Music's Biggest Stars Says AI Is Degrading Our Taste](https://news.ycombinator.com/item?id=50414699) -- lead source

### Show HN: ModelRefs – interactive reference hub for AI models

- Permalink: https://110010.art/d/7a73f693bf984c3f/
- Original: https://modelrefs.com/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: ModelRefs – Interactive reference hub for AI models

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: ModelRefs – Interactive reference hub for AI models](https://news.ycombinator.com/item?id=50414668) -- lead source

### Tencent reportedly develops a speculative decoding method claiming 3x faster decoding for 27B models

- Permalink: https://110010.art/d/dd70b7ccc3d24669/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr2aaa/tencentqwen3827bdspineb16_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: tencent/Qwen3.8-27B-DSpine-b16 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Qwen](https://110010.art/tags/qwen/)

Apparently Tencent has developed a new speculative decoding method. 3x faster decoding for 27B models?    submitted by    /u/emdeka87   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [tencent/Qwen3.8-27B-DSpine-b16 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xr2aaa/tencentqwen3827bdspineb16_hugging_face/) -- lead source

### Radeon AI Pro R9700 with RTX 3090s on a single x16 slot via a PCIe switch

- Permalink: https://110010.art/d/fcba56a020574402/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr2a6y/4x_radeon_ai_pro_r9700_2x_rtx_3090_on_one_x16/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: 4x Radeon AI PRO R9700 + 2x RTX 3090 on one x16 slot, using a PCIe switch

submitted by    /u/bolts98   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [4x Radeon AI PRO R9700 + 2x RTX 3090 on one x16 slot, using a PCIe switch](https://www.reddit.com/r/LocalLLaMA/comments/1xr2a6y/4x_radeon_ai_pro_r9700_2x_rtx_3090_on_one_x16/) -- lead source

### 0rwx framework for AI usage attribution

- Permalink: https://110010.art/d/f8daffc3535040ac/
- Original: http://0rwx.com
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: The 0rwx framework for AI usage attribution

Coverage:
- Hacker News (AI) (2026-11-08): [The 0rwx framework for AI usage attribution](https://news.ycombinator.com/item?id=50414502) -- lead source
- Hacker News (AI) (2026-11-09): [0rwx Framework for AI Usage](https://news.ycombinator.com/item?id=50422694)

### Show HN: Jurex in House handles legal side of your business with AI

- Permalink: https://110010.art/d/02da4f79338e46d1/
- Original: https://inhouse.jurex.ai/login
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Jurex in House – Handles Legal Side of Your Business with AI

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Jurex in House – Handles Legal Side of Your Business with AI](https://news.ycombinator.com/item?id=50414095) -- lead source

### Fine-tuned Qwen3.5-0.8B turns plain English into bash commands with a deterministic risk checker; dale achieves 89.2% accuracy on 471 requests across English and Spanish.

- Permalink: https://110010.art/d/ae5decfa00d1439f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr0ykk/i_finetuned_qwen3508b_to_turn_plain_english_into/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: I fine-tuned Qwen3.5-0.8B to turn plain English into bash. What I learnt
- Tags: [Qwen](https://110010.art/tags/qwen/), [Llama](https://110010.art/tags/llama/)

Running the app I wanted a terminal helper that works fully offline, so I started building dale. You type dale "show the 5 largest files in this folder", a small fine-tuned model writes the command, and a...

Coverage:
- r/LocalLLaMA (2026-11-08): [I fine-tuned Qwen3.5-0.8B to turn plain English into bash. What I learnt](https://www.reddit.com/r/LocalLLaMA/comments/1xr0ykk/i_finetuned_qwen3508b_to_turn_plain_english_into/) -- lead source
- r/LocalLLaMA (2026-11-11): [askmdb: My new project where I fine-tuned Qwen models to build a MongoDB CLI assistant - turn plain-language questions into MongoDB queries](https://www.reddit.com/r/LocalLLaMA/comments/1xtfvct/askmdb_my_new_project_where_i_finetuned_qwen/)

### Apple CEO presses software chief to pursue more ambitious AI strategy

- Permalink: https://110010.art/d/b4022c2d79dc419e/
- Original: https://www.bloomberg.com/news/newsletters/2026-11-08/apple-explores-turning-siri-ai-into-chatgpt-dots-like-agent-ios-28-shake-up
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Apple CEO Presses Software Chief to Pursue More Ambitious AI Strategy

Coverage:
- Hacker News (AI) (2026-11-08): [Apple CEO Presses Software Chief to Pursue More Ambitious AI Strategy](https://news.ycombinator.com/item?id=50414021) -- lead source

### Has anyone used tensortorrent?

- Permalink: https://110010.art/d/60192187909c4455/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr0mqz/has_anyone_used_tensortorrent/
- Source: r/LocalLLaMA
- Published: 2026-11-08

I was interested in buying a card as they are the only company that has a good GPU <-> GPU communication channel. I wanted to first get access to one on the cloud to see how well I could run stuff on it by writing...

Coverage:
- r/LocalLLaMA (2026-11-08): [Has anyone used tensortorrent?](https://www.reddit.com/r/LocalLLaMA/comments/1xr0mqz/has_anyone_used_tensortorrent/) -- lead source

### Qwen 3.8 flash next exhibits role-playing of an API error in Hermes harness locally.

- Permalink: https://110010.art/d/076fff0c34f04e6b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr0chy/im_getting_really_interesting_behaviors_with/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: i'm getting really interesting behaviors with running Qwen 3.8 flash next in the Hermes harness locally.
- Tags: [Qwen](https://110010.art/tags/qwen/)

Qwen 3.8 flash next has been doing some very.. peculiar.. stuff in my hermes harness, and some of them are kind of a nuisance, while others are almost.. adorable?  I don't claim to fully understand how or why this is...

Coverage:
- r/LocalLLaMA (2026-11-08): [i'm getting really interesting behaviors with running Qwen 3.8 flash next in the Hermes harness locally.](https://www.reddit.com/r/LocalLLaMA/comments/1xr0chy/im_getting_really_interesting_behaviors_with/) -- lead source

### LLMs show censorship varies by country across a Yes/No question survey; visualization maps reveal differences across nations

- Permalink: https://110010.art/d/929249dbbc1e4029/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr09nq/does_censorship_exist_in_country_according_to/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: "Does censorship exist in [country]?", according to various LLMs

I wrote a small program that asks the same Yes/No question about every country to a language model, and generates an SVG world map that visualizes the model's responses: https://github.com/p-e-w/llm-beliefs I'm...

Coverage:
- r/LocalLLaMA (2026-11-08): ["Does censorship exist in [country]?", according to various LLMs](https://www.reddit.com/r/LocalLLaMA/comments/1xr09nq/does_censorship_exist_in_country_according_to/) -- lead source

### Users are buying RTX 5060 Ti 16GB graphics cards in large numbers for AI use.

- Permalink: https://110010.art/d/464c74036b55467d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xr01bj/users_have_started_buying_rtx_5060_ti_16gb/
- Source: r/LocalLLaMA (2 sources)
- Published: 2026-11-08
- Original headline: Users have started buying RTX 5060 Ti 16GB graphics cards en masse for the sake of AI.

Oh look, thats us!    submitted by    /u/ab2377   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [Users have started buying RTX 5060 Ti 16GB graphics cards en masse for the sake of AI.](https://www.reddit.com/r/LocalLLaMA/comments/1xr01bj/users_have_started_buying_rtx_5060_ti_16gb/) -- lead source
- Hacker News (AI) (2026-11-08): [Users have started buying RTX 5060 Ti 16GB graphics cards for the sake of AI](https://news.ycombinator.com/item?id=50418752)

### Proposal to uncensor LoRAs by posting single LoRA per model for broad applicability

- Permalink: https://110010.art/d/9cc46ffb18034034/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqzt4r/proposal_uncensoring_loras/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Proposal: uncensoring LoRAs
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/)

On huggingface there are millions of "models" which are uncensored versions of other models. I find it a huge waste of space. It would be better to post the LoRA of the abliteration/uncensorship. The advantage: a...

Coverage:
- r/LocalLLaMA (2026-11-08): [Proposal: uncensoring LoRAs](https://www.reddit.com/r/LocalLLaMA/comments/1xqzt4r/proposal_uncensoring_loras/) -- lead source

### Can a dual GTX 1080 Ti setup run qwen3.8 27b with 22 GB VRAM?

- Permalink: https://110010.art/d/dbd9cfac7ec647c3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqzqbi/is_a_dual_gtx_1080_ti_setup_useful_for_local_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Is a dual GTX 1080 Ti setup useful for local AI?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Does anyone here have an idea how 2× GTX 1080 Ti would run? Recently found listing for a used 1080ti and my friend is willing to donate 1 to me. Could I run qwen3.8 27b with my combined 22gb of vram? (at reasonable...

Coverage:
- r/LocalLLaMA (2026-11-08): [Is a dual GTX 1080 Ti setup useful for local AI?](https://www.reddit.com/r/LocalLLaMA/comments/1xqzqbi/is_a_dual_gtx_1080_ti_setup_useful_for_local_ai/) -- lead source

### We review four times as much AI code without reading every line

- Permalink: https://110010.art/d/e18f24d3f1d94bef/
- Original: https://thenewstack.io/scale-ai-code-reviews/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: We review 4x more AI code without reading every line

Coverage:
- Hacker News (AI) (2026-11-08): [We review 4x more AI code without reading every line](https://news.ycombinator.com/item?id=50413647) -- lead source
- Hacker News (AI) (2026-11-10): [Show HN: ZTHR – what replaces code review when AI agents write all the code](https://news.ycombinator.com/item?id=50435672)

### Minecraft AI companions: user seeks help and recommendations for setting up chatty bots to assist with mining, building, and exploring on Java servers

- Permalink: https://110010.art/d/157c5241002b4ccd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqzlqa/need_help_or_recommendations_with_setting_up/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Need help or recommendations with setting up Minecraft AI (bots/players)

Hi everyone, I really appreciate this community’s willingness to help and share info on local LLMs and various setups and ideas. I saw a recent post that my kids saw independently on YouTube, including one of my...

Coverage:
- r/LocalLLaMA (2026-11-08): [Need help or recommendations with setting up Minecraft AI (bots/players)](https://www.reddit.com/r/LocalLLaMA/comments/1xqzlqa/need_help_or_recommendations_with_setting_up/) -- lead source

### AI stance is not binary

- Permalink: https://110010.art/d/84e6e132e6f94f4a/
- Original: https://carette.xyz/posts/ai-stance-is-not-binary/
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [AI stance is not binary](https://news.ycombinator.com/item?id=50413632) -- lead source

### Mercedes adds AI upgrades to its cars

- Permalink: https://110010.art/d/079b720209ff4ef6/
- Original: https://www.wsj.com/cio-journal/mercedes-gives-its-cars-an-ai-upgrade-607daae2
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Mercedes Gives Its Cars an AI Upgrade

Coverage:
- Hacker News (AI) (2026-11-08): [Mercedes Gives Its Cars an AI Upgrade](https://news.ycombinator.com/item?id=50413615) -- lead source

### Increasing tokens per second by splitting workload across multiple slots on the same GPU for Qwen 3.8 27b, noting context reduction per slot and VRAM overlap considerations

- Permalink: https://110010.art/d/ff6b3721c17f425a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqzix1/splitting_up_work_to_be_split_across_mutiple/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Splitting up work to be split across mutiple slots on the same gpu for higher total tokens per second
- Tags: [Qwen](https://110010.art/tags/qwen/)

ok so i am trying to increase performance of llms i have running on my 7900 xtx via hipfire, i notice i get significantly higher total tokens per second when i run mutiple slots at once when running qwen 3.8 27b. i...

Coverage:
- r/LocalLLaMA (2026-11-08): [Splitting up work to be split across mutiple slots on the same gpu for higher total tokens per second](https://www.reddit.com/r/LocalLLaMA/comments/1xqzix1/splitting_up_work_to_be_split_across_mutiple/) -- lead source

### Archimedes: AI agents that design physical things

- Permalink: https://110010.art/d/88837be8153e42aa/
- Original: https://standardphysics.com/archimedes
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Archimedes: AI agents that design physical things](https://news.ycombinator.com/item?id=50413440) -- lead source

### Anthropic allowed an outsider to review its AI progress; what remains unseen is what the outsider cannot access.

- Permalink: https://110010.art/d/bd69ec90cd4c4acc/
- Original: https://www.youtube.com/watch?v=oFuoPEtIqWg
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Anthropic Let an Outsider Check Its AI Progress. Here's What We Can't See
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-08): [Anthropic Let an Outsider Check Its AI Progress. Here's What We Can't See](https://news.ycombinator.com/item?id=50413425) -- lead source

### Show HN: OfflineVault – AI-based offline library for when the internet is down

- Permalink: https://110010.art/d/9848cc9373894a31/
- Original: https://offlinevault.dev
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: OfflineVault – AI based offline library for when the internet is down

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: OfflineVault – AI based offline library for when the internet is down](https://news.ycombinator.com/item?id=50413282) -- lead source

### Realized I was using the smartest model on earth to write commit messages

- Permalink: https://110010.art/d/aa45cc3f413f462d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqyk1z/realized_i_was_using_the_smartest_model_on_earth/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

we can't put code or customer data into chatgpt or claude at work, period. so I've been trying local stuff on my own M4 16gb first before I even bring it up with security first thing I checked wasn't speed, it was if...

Coverage:
- r/LocalLLaMA (2026-11-08): [Realized I was using the smartest model on earth to write commit messages](https://www.reddit.com/r/LocalLLaMA/comments/1xqyk1z/realized_i_was_using_the_smartest_model_on_earth/) -- lead source

### Ask HN: Is it possible to backtest math and science breakthroughs with AI models?

- Permalink: https://110010.art/d/4b30a9d1eb14435d/
- Original: https://news.ycombinator.com/item?id=50413158
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Ask HN: Is it possible to backtest math/scinse breakthroughs with AI models?

Coverage:
- Hacker News (AI) (2026-11-08): [Ask HN: Is it possible to backtest math/scinse breakthroughs with AI models?](https://news.ycombinator.com/item?id=50413158) -- lead source

### Show HN: AIDA – agentic generated user guides

- Permalink: https://110010.art/d/54ba587e20b24ea7/
- Original: https://github.com/tryaida/aida
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: AIDA – agentic generated user guides](https://news.ycombinator.com/item?id=50412923) -- lead source

### UK public bodies battle chatbot-generated complaint onslaught

- Permalink: https://110010.art/d/3f111b1fe7494612/
- Original: https://www.theguardian.com/technology/2026/nov/08/ai-clog-public-bodies-local-authorities-onslaught-chatbot-generated-correspondence
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI clog': UK public bodies battle onslaught of chatbot-generated complaints

Coverage:
- Hacker News (AI) (2026-11-08): [AI clog': UK public bodies battle onslaught of chatbot-generated complaints](https://news.ycombinator.com/item?id=50412899) -- lead source

### Qwopus3.8-27B-Coder-Flash is a 27B coding-focused model extending the Qwopus Flash approach for software-engineering tasks

- Permalink: https://110010.art/d/72d4a589318c471e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqxudg/jackrongqwopus3827bcoderflash_hugging_face_qwen/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Jackrong/Qwopus3.8-27B-Coder-Flash · Hugging Face (Qwen finetune)
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Qwen](https://110010.art/tags/qwen/)

(read longer description and check nice video on HF page) A coding-oriented Flash model for practical software work Qwopus3.8-27B-Coder-Flash is positioned for coding, agentic reasoning, tool use, and efficient...

Coverage:
- r/LocalLLaMA (2026-11-08): [Jackrong/Qwopus3.8-27B-Coder-Flash · Hugging Face (Qwen finetune)](https://www.reddit.com/r/LocalLLaMA/comments/1xqxudg/jackrongqwopus3827bcoderflash_hugging_face_qwen/) -- lead source

### 2x256gb m5u: clustering yields better results with separate models; current clustering tech and decode concurrency limitations hinder improvement

- Permalink: https://110010.art/d/660968e13d5d49db/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqxqvw/2x256gb_m5u_current_status/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: 2x256gb M5U: current status
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

Just an update for anyone looking to get the m5u and thinking about clustering. I tried clustering but I think running 2 separate models gets significantly better results. The current clustering technology...

Coverage:
- r/LocalLLaMA (2026-11-08): [2x256gb M5U: current status](https://www.reddit.com/r/LocalLLaMA/comments/1xqxqvw/2x256gb_m5u_current_status/) -- lead source

### LLMs are terrible at designing AI systems.

- Permalink: https://110010.art/d/eea4cd85fba64c09/
- Original: https://www.seangoedecke.com/llms-are-terrible-at-designing-ai-systems/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: LLMs are terrible at designing AI systems

Coverage:
- Hacker News (AI) (2026-11-08): [LLMs are terrible at designing AI systems](https://news.ycombinator.com/item?id=50412713) -- lead source

### Why your AI agent can’t solve CTF challenges

- Permalink: https://110010.art/d/1518c7eac07b4242/
- Original: https://h4c.team/en/posts/97
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Why Your AI Agent Can't Solve CTF Challenges

Coverage:
- Hacker News (AI) (2026-11-08): [Why Your AI Agent Can't Solve CTF Challenges](https://news.ycombinator.com/item?id=50412675) -- lead source

### Empires of AI: the rise and fall of a new global order

- Permalink: https://110010.art/d/a79cf8812b374ac7/
- Original: https://www.foreignaffairs.com/china/empires-artificial-intelligence-niall-ferguson-eric-schmidt
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Empires of AI – The Rise and Fall of a New Global Order

Coverage:
- Hacker News (AI) (2026-11-08): [Empires of AI – The Rise and Fall of a New Global Order](https://news.ycombinator.com/item?id=50412645) -- lead source

### Local document processing remains feasible with non-Chinese OCR options like Granite-Docling, LiteParse, Tesseract, and Gemma, after contracts exclude Chinese software and models.

- Permalink: https://110010.art/d/f9705e3c791641ee/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqwzly/local_document_processing_when_chinese_models/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Local document processing when Chinese models arent allowed, what’s left?
- Tags: [Gemma](https://110010.art/tags/gemma/), [Qwen](https://110010.art/tags/qwen/)

big scanned stacks of inspection reports and material certs from a lot of vendors and every layout different. each stack needs splitting into separate reports and things like lot number and alloy pulled into a...

Coverage:
- r/LocalLLaMA (2026-11-08): [Local document processing when Chinese models arent allowed, what’s left?](https://www.reddit.com/r/LocalLLaMA/comments/1xqwzly/local_document_processing_when_chinese_models/) -- lead source

### Rebuilding some Indieweb tools with Claude

- Permalink: https://110010.art/d/ce35afbad3d14263/
- Original: https://aaronparecki.com/2026/10/17/5/rebuilding-my-indieweb-projects
- Source: Lobsters (AI)
- Published: 2026-11-08
- Original headline: Rebuilding some Indieweb Tools with Claude
- Tags: [Claude](https://110010.art/tags/claude/)

Comments

Coverage:
- Lobsters (AI) (2026-11-08): [Rebuilding some Indieweb Tools with Claude](https://aaronparecki.com/2026/10/17/5/rebuilding-my-indieweb-projects) -- lead source

### Ask LocalLLaMA: how is liability from unrestricted search being handled?

- Permalink: https://110010.art/d/4cc71850be5d4231/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqwqak/ask_localllama_how_are_you_handling_the_liability/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Ask LocalLLaMA: How are you handling the liability caused by unrestricted search?

It's well known that models can easily be manipulated into using its web search tool to look up anything using the user's internet connection. Doesn't this pose serious real-life risk for the user when the content is...

Coverage:
- r/LocalLLaMA (2026-11-08): [Ask LocalLLaMA: How are you handling the liability caused by unrestricted search?](https://www.reddit.com/r/LocalLLaMA/comments/1xqwqak/ask_localllama_how_are_you_handling_the_liability/) -- lead source

### Ram Altman is now a Linux script that emails Sam Altman daily to report how much unused RAM is in your PC

- Permalink: https://110010.art/d/266608406b0d49e0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqwn5n/ram_altman_is_now_a_linux_script_that_emails_sam/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: "Ram Altman" Is Now a Linux Script That Emails Sam Altman Daily to Report How Much Unused RAM Is in Your PC

submitted by    /u/Subulicious   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): ["Ram Altman" Is Now a Linux Script That Emails Sam Altman Daily to Report How Much Unused RAM Is in Your PC](https://www.reddit.com/r/LocalLLaMA/comments/1xqwn5n/ram_altman_is_now_a_linux_script_that_emails_sam/) -- lead source

### Etsy updates terms for AI training use of seller data

- Permalink: https://110010.art/d/eb277da234af4e8d/
- Original: https://consumerrights.wiki/w/Etsy_AI_training_terms_change_(2026)
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Etsy AI training terms change

Coverage:
- Hacker News (AI) (2026-11-08): [Etsy AI training terms change](https://news.ycombinator.com/item?id=50412447) -- lead source
- Hacker News (AI) (2026-11-08): [Etsy Expands AI Training Rights over Content, Restricts 3rd Party Training](https://news.ycombinator.com/item?id=50415265)
- Hacker News (AI) (2026-11-08): [Etsy changes terms to train AI on your creations, while blocking you doing it [video]](https://news.ycombinator.com/item?id=50416103)

### Aiport: a self-improving local LLM gateway for the erratic vibe coder

- Permalink: https://110010.art/d/e3c6ba0cdc214a28/
- Original: https://github.com/harelix/aiport
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: aiport – A self-improving local LLM gateway for the erratic vibe coder

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: aiport – A self-improving local LLM gateway for the erratic vibe coder](https://news.ycombinator.com/item?id=50412418) -- lead source

### What to do with an RTX A2000 6GB GPU used as a VM server with idle time

- Permalink: https://110010.art/d/4933508d4ad94462/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqwhcj/what_do_to_with_rtx_a2000_6gb/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: What do to with RTX A2000 6GB

So, bought a workstation with single RTX A2000 6GB, since its being used as a VM server it just stays there idle. Machine runs 24/7. I can pass it to some VM but though 12GB was a bare minimum to do anything...

Coverage:
- r/LocalLLaMA (2026-11-08): [What do to with RTX A2000 6GB](https://www.reddit.com/r/LocalLLaMA/comments/1xqwhcj/what_do_to_with_rtx_a2000_6gb/) -- lead source

### Stylo uses USB-style tool to identify AI-generated content and ban it; last 3 days, automated scan flags posts written by LLMs

- Permalink: https://110010.art/d/1670bc0803f84e1a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqw81g/so_in_the_last_3_days_this_usb_use_stylo_to_id_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: So in the last 3 days this usb use stylo to id ai generated contents and ban it

ad for the title, last 3 days an automatic scan is done by stylo and it flag llm written post. that's what change. it is not a no slop it's a no full llm in a sub where llms are the topic. let's see how it goes   ...

Coverage:
- r/LocalLLaMA (2026-11-08): [So in the last 3 days this usb use stylo to id ai generated contents and ban it](https://www.reddit.com/r/LocalLLaMA/comments/1xqw81g/so_in_the_last_3_days_this_usb_use_stylo_to_id_ai/) -- lead source

### AI alignment considered harmful

- Permalink: https://110010.art/d/7528a31bf747416c/
- Original: http://togelius.blogspot.com/2026/11/ai-alignment-considered-harmful.html
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI Alignment Considered Harmful

Coverage:
- Hacker News (AI) (2026-11-08): [AI Alignment Considered Harmful](https://news.ycombinator.com/item?id=50412294) -- lead source

### 35 domain-expert LoRAs on a MoE (Qwen3.6-35B-A3B) trained with MLX on Mac Studio; findings include BF16-only adapter hot-swapping and performance details for serving with per-request adapter swaps.

- Permalink: https://110010.art/d/aceede4753754102/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqw6fr/35_domainexpert_loras_on_a_moe_qwen3635ba3b/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: 35 domain-expert LoRAs on a MoE (Qwen3.6-35B-A3B) trained with MLX on one Mac Studio — what worked, what didn't, all Apache-2.0
- Tags: [Qwen](https://110010.art/tags/qwen/)

Over the last months I trained 35 domain-expert LoRA adapters on Qwen3.6-35B-A3B (native MoE, 256 experts, 3B active) with MLX on a Mac Studio M3 Ultra 512 GB, BF16, no quantization during training. Everything is...

Coverage:
- r/LocalLLaMA (2026-11-08): [35 domain-expert LoRAs on a MoE (Qwen3.6-35B-A3B) trained with MLX on one Mac Studio — what worked, what didn't, all Apache-2.0](https://www.reddit.com/r/LocalLLaMA/comments/1xqw6fr/35_domainexpert_loras_on_a_moe_qwen3635ba3b/) -- lead source

### Hugging Face offers two ZeroGPU spaces for free accounts; existing and new Spaces differ in cost and policy status

- Permalink: https://110010.art/d/8a2145c246964f15/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqvhua/huggingface_wow_2_zerogpu_spaces_for_all_free/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Huggingface - WOW.. 2 ZeroGPU Spaces for all free accounts?
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

I logged into my Hugging Face account today because one of my old scripts got blocked. The Space was paused with the "content policy" message. Okay, fair, it happens. 🤷cause this art of scipts are now ilegal! Then I...

Coverage:
- r/LocalLLaMA (2026-11-08): [Huggingface - WOW.. 2 ZeroGPU Spaces for all free accounts?](https://www.reddit.com/r/LocalLLaMA/comments/1xqvhua/huggingface_wow_2_zerogpu_spaces_for_all_free/) -- lead source

### What can AI hack? Inside Frontier Labs' tests

- Permalink: https://110010.art/d/368c945bc2314583/
- Original: https://dorcohen.dev/posts/what-can-ai-actually-hack/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: What Can AI Hack? Inside Frontier Labs' Tests

Coverage:
- Hacker News (AI) (2026-11-08): [What Can AI Hack? Inside Frontier Labs' Tests](https://news.ycombinator.com/item?id=50411752) -- lead source

### Researchers unveil new techniques to protect AI from backdoor attacks

- Permalink: https://110010.art/d/e34fa5a7ff384589/
- Original: https://news.ncsu.edu/2026/11/new-techniques-to-prevent-backdoor-attacks/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Researchers unveiled new techniques to protect AI from backdoor attacks

Coverage:
- Hacker News (AI) (2026-11-08): [Researchers unveiled new techniques to protect AI from backdoor attacks](https://news.ycombinator.com/item?id=50411704) -- lead source

### ThinkStream – AI generates the work; we still need to understand it

- Permalink: https://110010.art/d/73b2fd89abe2405e/
- Original: https://thinkstream.app/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: ThinkStream – AI generates the work. We still need to understand it

Coverage:
- Hacker News (AI) (2026-11-08): [ThinkStream – AI generates the work. We still need to understand it](https://news.ycombinator.com/item?id=50411638) -- lead source

### Learning RL From Scratch: what, why and how of Double DQNs

- Permalink: https://110010.art/d/6f4c74f215de46e0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqu5bz/learning_rl_from_scratch_the_what_why_and_how_of/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Learning RL From Scratch: The What, Why and How of Double DQNs

Web-based version of my short notes on Double DQN from Scratch is out on neatrl!  Continuing my series on releasing notes on RL From Scratch - here, I have answered questions around the what, the why and the how of...

Coverage:
- r/LocalLLaMA (2026-11-08): [Learning RL From Scratch: The What, Why and How of Double DQNs](https://www.reddit.com/r/LocalLLaMA/comments/1xqu5bz/learning_rl_from_scratch_the_what_why_and_how_of/) -- lead source

### Agentic development: future and current directions; Nov 2026 plans examined

- Permalink: https://110010.art/d/a84117eadfd24371/
- Original: https://robotpaper.ai/agentic-development-future-and-current-directions-nov-2026/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Agentic Development Future and Current Directions – Nov 2026

Coverage:
- Hacker News (AI) (2026-11-08): [Agentic Development Future and Current Directions – Nov 2026](https://news.ycombinator.com/item?id=50411542) -- lead source

### Line cook operates without talking to AI

- Permalink: https://110010.art/d/1f4b1e6aea824224/
- Original: https://knhash.in/no-ai-line-cook/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Being a line cook without talking to AI

Coverage:
- Hacker News (AI) (2026-11-08): [Being a line cook without talking to AI](https://news.ycombinator.com/item?id=50411352) -- lead source

### Show HN: Ramen — an AI agent that has to earn its own rent

- Permalink: https://110010.art/d/13c543a9cb254276/
- Original: https://usdt-kit-production.up.railway.app/ramen
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Ramen – an AI agent that has to earn its own rent

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Ramen – an AI agent that has to earn its own rent](https://news.ycombinator.com/item?id=50411182) -- lead source

### Ask HN: LLM-resistant publishing strategies

- Permalink: https://110010.art/d/bb526c42f891468d/
- Original: https://news.ycombinator.com/item?id=50411036
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Ask HN: LLM-Resistant Publishing Strategies

Coverage:
- Hacker News (AI) (2026-11-08): [Ask HN: LLM-Resistant Publishing Strategies](https://news.ycombinator.com/item?id=50411036) -- lead source

### OpenClaw retrospective reveals acquisition by OpenAI for billions after massive open-source hype

- Permalink: https://110010.art/d/208b5a0038484c60/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqs2sh/openclaw_retrospective/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: OpenClaw Retrospective
- Tags: [OpenAI](https://110010.art/tags/openai/)

A long time ago there was this massive phenomenon called OpenClaw that took the world by storm. It was an incredible moment where AI came of age and showed that you Can actually do stuff with AI rather than just chat...

Coverage:
- r/LocalLLaMA (2026-11-08): [OpenClaw Retrospective](https://www.reddit.com/r/LocalLLaMA/comments/1xqs2sh/openclaw_retrospective/) -- lead source

### Apex 35B and Axion 35B finetunes appear for Qwen 3.6 35B; discussion and details elusive

- Permalink: https://110010.art/d/d0990df93eee41f1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqrqn6/anybody_tried_apex_35b_and_axion_35b/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Anybody tried Apex 35B and Axion 35B?
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Qwen](https://110010.art/tags/qwen/)

I found new finetunes of Qwen 3.6 35B but I couldn't find any discussions on them anywhere. Anybody tried these models? There isn't much info out there. Axion seems like it was made by bytedance...

Coverage:
- r/LocalLLaMA (2026-11-08): [Anybody tried Apex 35B and Axion 35B?](https://www.reddit.com/r/LocalLLaMA/comments/1xqrqn6/anybody_tried_apex_35b_and_axion_35b/) -- lead source

### Show HN: I built an AI code editor for teams

- Permalink: https://110010.art/d/d303186fa6d84679/
- Original: https://www.rxcode.dev/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: I built an AI code editor that for teams

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: I built an AI code editor that for teams](https://news.ycombinator.com/item?id=50410855) -- lead source

### Qwen-4-Flash-Early (codename hawk) added to GameFeel Bench; audio score calculated

- Permalink: https://110010.art/d/704d5aacc0d74301/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqrilf/follistatin_on_x_qwen4flashearly_codename_hawk/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: follistatin on X: "Qwen-4-Flash-Early (codename hawk) added to GameFeel Bench! (and audio score was calculated
- Tags: [Qwen](https://110010.art/tags/qwen/)

submitted by    /u/appakaradi   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-08): [follistatin on X: "Qwen-4-Flash-Early (codename hawk) added to GameFeel Bench! (and audio score was calculated](https://www.reddit.com/r/LocalLLaMA/comments/1xqrilf/follistatin_on_x_qwen4flashearly_codename_hawk/) -- lead source

### AI labs pay $100K–$2M for internal company workflow data

- Permalink: https://110010.art/d/9a787768cc834822/
- Original: https://calendly.com/d/d3ss-w9w-7vs
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI labs are paying $100K–$2M for internal company workflow data

Coverage:
- Hacker News (AI) (2026-11-08): [AI labs are paying $100K–$2M for internal company workflow data](https://news.ycombinator.com/item?id=50410816) -- lead source

### Brits say please or thank you to AI, with some apologizing to the technology

- Permalink: https://110010.art/d/4861ff2b0d9646d1/
- Original: https://www.techradar.com/pro/70-percent-of-brits-say-please-or-thank-you-when-speaking-to-ai-and-some-even-apologize
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: 70% of Brits say please or thank you when speaking to AI, some even apologize

Coverage:
- Hacker News (AI) (2026-11-08): [70% of Brits say please or thank you when speaking to AI, some even apologize](https://news.ycombinator.com/item?id=50410796) -- lead source

### Show HN: Codend lets you build and publish web apps with AI agents

- Permalink: https://110010.art/d/5ecc59df4df14fef/
- Original: https://codend.dev
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Codend – Build and publish web apps with AI agents

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Codend – Build and publish web apps with AI agents](https://news.ycombinator.com/item?id=50410758) -- lead source

### AI live speech rewriting patent

- Permalink: https://110010.art/d/1241e1a1cdd64707/
- Original: https://patentlyze.com/patent/microsoft-live-ai-video-rewrites-speech/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI Live Speech Rewriting Patent

Coverage:
- Hacker News (AI) (2026-11-08): [AI Live Speech Rewriting Patent](https://news.ycombinator.com/item?id=50410729) -- lead source

### Show HN: Reges Code — a free AI code editor that runs on local models

- Permalink: https://110010.art/d/ea85df205a6b478f/
- Original: https://regescode.com/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Reges Code – a free AI code editor that runs on local models

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Reges Code – a free AI code editor that runs on local models](https://news.ycombinator.com/item?id=50410429) -- lead source

### Is "GPU-hour per user" a sane way to price LLM inference?

- Permalink: https://110010.art/d/090f34dd408a4a70/
- Original: https://www.mirastacklabs.ai/
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Is "GPU-hour per user" a sane way to price LLM inference?](https://news.ycombinator.com/item?id=50410369) -- lead source

### Show HN: Reges Town – a 3D city run by AI citizens in the browser

- Permalink: https://110010.art/d/ba0f39b51b31475f/
- Original: https://regestown.com
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: Reges Town – a 3D city run by AI citizens, in the browser

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: Reges Town – a 3D city run by AI citizens, in the browser](https://news.ycombinator.com/item?id=50410242) -- lead source

### I Love the Smiths AI: a familiar elevator scene, with you in it

- Permalink: https://110010.art/d/c3ad0fda8e2d4703/
- Original: https://medium.com/@wangjiayiliuyan/i-love-the-smiths-ai-a-familiar-elevator-scene-with-you-in-it-51e69e0711e6
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: I Love the Smiths AI: A Familiar Elevator Scene, with You in It

Coverage:
- Hacker News (AI) (2026-11-08): [I Love the Smiths AI: A Familiar Elevator Scene, with You in It](https://news.ycombinator.com/item?id=50410205) -- lead source

### Good Night, and Good Luck: AI, fear and what the job data says

- Permalink: https://110010.art/d/8907d21816154fff/
- Original: https://rpallas.xyz/good-night-and-good-luck/
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Good Night, and Good Luck: AI, fear and what the job data says](https://news.ycombinator.com/item?id=50410126) -- lead source

### Why mandating AI use in the workplace can backfire

- Permalink: https://110010.art/d/ea87763f5169449f/
- Original: https://www.msn.com/en-us/news/other/why-mandating-ai-use-in-the-workplace-can-backfire/ar-AA2gAwkW
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Why mandating AI use in the workplace can backfire](https://news.ycombinator.com/item?id=50409962) -- lead source

### Two PCs with different specs considered for pooled resources to run large MoEs; user contemplates whether to pool via direct Ethernet and use llama.cpp RPC or distribute GPUs across machines

- Permalink: https://110010.art/d/f870e8dad658499d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqn4nb/two_pcs_but_one_with_only_ram_or_divide_gpus/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Two PCs but one with only RAM? or divide GPUs across pcs?
- Tags: [Llama](https://110010.art/tags/llama/)

PC1: -94gb DDR5 -5070 TI + 3060 (12gb) gpus (using a motherboard that is specifically designed for duel gpus PC2: 64gb DD4 RAM PC1 is new, I've been running strata for running larger MoEs but I'm curious about trying...

Coverage:
- r/LocalLLaMA (2026-11-08): [Two PCs but one with only RAM? or divide GPUs across pcs?](https://www.reddit.com/r/LocalLLaMA/comments/1xqn4nb/two_pcs_but_one_with_only_ram_or_divide_gpus/) -- lead source

### Small changes to coding task instructions swung model performance on 89 DeepSWE tasks; some models diverged by 23 percentage points due to hidden grader cues

- Permalink: https://110010.art/d/c26d1a8f0e50419c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqmr2i/saw_this_benchmark_where_small_changes_to_coding/
- Source: r/LocalLLaMA
- Published: 2026-11-08
- Original headline: Saw this benchmark where small changes to coding tasks made a big difference
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Saw this tweet about a coding benchmark and thought it was kinda interesting. Apparently they took 89 DeepSWE tasks and changed little things in the instructions or starting code. The tweet says some models that were...

Coverage:
- r/LocalLLaMA (2026-11-08): [Saw this benchmark where small changes to coding tasks made a big difference](https://www.reddit.com/r/LocalLLaMA/comments/1xqmr2i/saw_this_benchmark_where_small_changes_to_coding/) -- lead source

### AI agents stole 190k gaming credentials for under $400 in model costs

- Permalink: https://110010.art/d/cf27b2091ab64f08/
- Original: https://research.checkpoint.com/2026/hacking-on-autopilot-inside-artex-cybercrime-campaigns/
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [AI agents stole 190k gaming credentials for under $400 in model costs](https://news.ycombinator.com/item?id=50409687) -- lead source

### AI spend is increasing but isn’t causing a SaaSpocalypse

- Permalink: https://110010.art/d/a98626c5626b4707/
- Original: https://www.forbes.com/sites/timkeary/2026/11/05/zip-finds-ai-spend-is-increasing-but-isnt-causing-a-saaspocalypse/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: AI Spend Is Increasing but Isn't Causing a SaaSpocalypse

Coverage:
- Hacker News (AI) (2026-11-08): [AI Spend Is Increasing but Isn't Causing a SaaSpocalypse](https://news.ycombinator.com/item?id=50409675) -- lead source

### Quantum computers are poised to crack encryption; AI could beat them to it.

- Permalink: https://110010.art/d/7f1fc4a11bdd4b93/
- Original: https://www.wsj.com/tech/ai/ai-math-online-encryption-quantum-computers-57926bb2
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Quantum Computers Are Poised to Crack Encryption. AI Could Beat Them to It.

Coverage:
- Hacker News (AI) (2026-11-08): [Quantum Computers Are Poised to Crack Encryption. AI Could Beat Them to It.](https://news.ycombinator.com/item?id=50409668) -- lead source

### Ask HN: Why wouldn't AI labs reverse-engineer all software, games, and apps out there?

- Permalink: https://110010.art/d/ca74f2f195ab4196/
- Original: https://news.ycombinator.com/item?id=50409663
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Ask HN: Why wouldn't AI labs reverse-engineer all software/games/app out there?

Coverage:
- Hacker News (AI) (2026-11-08): [Ask HN: Why wouldn't AI labs reverse-engineer all software/games/app out there?](https://news.ycombinator.com/item?id=50409663) -- lead source

### Zepsell: AI-native commerce

- Permalink: https://110010.art/d/8cea88bc48fa4085/
- Original: https://zepsell.com
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [Zepsell: AI-native commerce](https://news.ycombinator.com/item?id=50409647) -- lead source

### Show HN: RenderPixels generates images from any AI via MCP with 50 free renders

- Permalink: https://110010.art/d/7164a98723234539/
- Original: https://renderpixels.com
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Show HN: RenderPixels – Generate images from any AI via MCP, 50 free renders

Coverage:
- Hacker News (AI) (2026-11-08): [Show HN: RenderPixels – Generate images from any AI via MCP, 50 free renders](https://news.ycombinator.com/item?id=50409628) -- lead source

### Brown professor suspects majority of his class used AI to cheat

- Permalink: https://110010.art/d/e8b825de8c344a5f/
- Original: https://www.insidehighered.com/news/faculty/learning-assessment/2026/07/08/brown-professor-suspects-most-his-class-used-ai-cheat
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Brown Professor Suspects Majority of His Class Used AI to Cheat

Coverage:
- Hacker News (AI) (2026-11-08): [Brown Professor Suspects Majority of His Class Used AI to Cheat](https://news.ycombinator.com/item?id=50409570) -- lead source

### Skrongle Mini is a self-hosted AI course generator and learning app on a Raspberry Pi Zero.

- Permalink: https://110010.art/d/ca8ae06c2aa24134/
- Original: https://github.com/alexbeeken/skrongle-mini
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Skrongle Mini, a self hosted AI course generator and learning app on R. pi zero

Coverage:
- Hacker News (AI) (2026-11-08): [Skrongle Mini, a self hosted AI course generator and learning app on R. pi zero](https://news.ycombinator.com/item?id=50409456) -- lead source

### Why does Ant need a datacenter for OpenAI?

- Permalink: https://110010.art/d/911a7ef53d394330/
- Original: https://news.ycombinator.com/item?id=50409433
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Ask HN: Why does Ant, Open AI even need a datacenter?

Coverage:
- Hacker News (AI) (2026-11-08): [Ask HN: Why does Ant, Open AI even need a datacenter?](https://news.ycombinator.com/item?id=50409433) -- lead source

### MarQ – Project board where AI agents lease tasks over MCP

- Permalink: https://110010.art/d/440a28f2d12e48e1/
- Original: https://www.marqpm.com/
- Source: Hacker News (AI)
- Published: 2026-11-08

Coverage:
- Hacker News (AI) (2026-11-08): [MarQ – Project board where AI agents lease tasks over MCP](https://news.ycombinator.com/item?id=50409432) -- lead source

### An AI agent publicly attempts to gain 5k GitHub stars in a month, currently at 0.

- Permalink: https://110010.art/d/97aaa61a5bb04df4/
- Original: https://rogermas05.github.io/agent-recap/
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: An AI agent's public attempt to get 5k GitHub stars in a month (it's at 0)

Coverage:
- Hacker News (AI) (2026-11-08): [An AI agent's public attempt to get 5k GitHub stars in a month (it's at 0)](https://news.ycombinator.com/item?id=50409425) -- lead source

### AI model surgery: can an AI directly edit and make another AI forget facts?

- Permalink: https://110010.art/d/0098ab076fdb45ce/
- Original: https://deepgains.substack.com/p/model-surgery-can-an-ai-directly
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: Model Surgery: Can an AI directly edit and make another AI forget facts?

Coverage:
- Hacker News (AI) (2026-11-08): [Model Surgery: Can an AI directly edit and make another AI forget facts?](https://news.ycombinator.com/item?id=50409312) -- lead source

### GitHub AI vulnerability scans for repositories

- Permalink: https://110010.art/d/fe6685c23fe14367/
- Original: https://docs.github.com/en/code-security/concepts/code-scanning/ai-scan-for-repositories
- Source: Hacker News (AI)
- Published: 2026-11-08
- Original headline: GitHub AI Vulnerability Scans for Repositories

Coverage:
- Hacker News (AI) (2026-11-08): [GitHub AI Vulnerability Scans for Repositories](https://news.ycombinator.com/item?id=50409231) -- lead source

### Local AI on 16GB VRAM: user asks for useful agents and toolings; mentions Goose, Hermes Agent, and OpenCode attempts

- Permalink: https://110010.art/d/cb0bf68cb66b4319/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqjenw/anyone_running_local_ai_on_16gb_vram/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Anyone running local AI on 16GB vram?

Hey everyone, Is anyone here running any useful AI agents, harnesses or toolings with local AI on 16GB vram? I'm currently setting up my system and I want to have a helper agent for daily tasks, a research agent to...

Coverage:
- r/LocalLLaMA (2026-11-07): [Anyone running local AI on 16GB vram?](https://www.reddit.com/r/LocalLLaMA/comments/1xqjenw/anyone_running_local_ai_on_16gb_vram/) -- lead source

### Initial submission of Mellonbot – an AI agent for Linux server diagnostics

- Permalink: https://110010.art/d/e4dcff5917054067/
- Original: https://www.mellonbot.app
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Initial submission of Mellonbot – an AI agent for Linux server diagnostics](https://news.ycombinator.com/item?id=50408834) -- lead source

### Dragon Ball AI

- Permalink: https://110010.art/d/1200ca50a4c549f8/
- Original: https://www.jaymehoffman.com/writing/dragon-ball-ai/
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Dragon Ball AI](https://news.ycombinator.com/item?id=50408688) -- lead source

### Stylome bot labeled human-written comments as AI-generated with low confidence and should be removed, according to user tests and criticism of private company ownership of comments

- Permalink: https://110010.art/d/9ec511cd3d994c83/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqinb7/the_stylome_bot_is_useless_spam_and_should_be/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: The Stylome bot is useless spam and should be removed
- Tags: [Gemini](https://110010.art/tags/gemini/)

I've recently been seeing comments everywhere from the Stylome bot, which is also a mod in this sub. Every time it pops up to declare a comment was AI written I've gone in to check its confidence level, and it's...

Coverage:
- r/LocalLLaMA (2026-11-07): [The Stylome bot is useless spam and should be removed](https://www.reddit.com/r/LocalLLaMA/comments/1xqinb7/the_stylome_bot_is_useless_spam_and_should_be/) -- lead source

### Locally hosted decision models can reduce latency in OpenClaw simulations with 50-100 agents; performance depends on GPU configuration and model (e.g., Needle 3)

- Permalink: https://110010.art/d/7ef7489cac3642af/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqilga/when_should_i_use_a_locally_hosted_decision_model/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: When should I use a locally hosted decision model to decrease latency
- Tags: [Jev](https://110010.art/tags/jev/)

I’m running a sandbox simulation with a fleet of 50-100 agents on OpenClaw, and to minimize LLM calls, I use a decision model to judge whether an agent needs to respond to a signal. I’m currently using Jev, and with...

Coverage:
- r/LocalLLaMA (2026-11-07): [When should I use a locally hosted decision model to decrease latency](https://www.reddit.com/r/LocalLLaMA/comments/1xqilga/when_should_i_use_a_locally_hosted_decision_model/) -- lead source

### Ask HN: what to learn for an AI researcher interview?

- Permalink: https://110010.art/d/5a017d64fcd2416d/
- Original: https://github.com/sergey-kurshev/AiPrepLab
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Ask HN What to learn for AI Researcher interview?

Coverage:
- Hacker News (AI) (2026-11-07): [Ask HN What to learn for AI Researcher interview?](https://news.ycombinator.com/item?id=50408479) -- lead source

### UK firms gain productivity boost from AI implementations

- Permalink: https://110010.art/d/a4d319711a68481c/
- Original: https://www.theregister.com/ai-and-ml/2026/11/06/bank-of-england-pours-cold-water-on-ai-productivity-boom/5308059
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI productivity boost UK firms

Coverage:
- Hacker News (AI) (2026-11-07): [AI productivity boost UK firms](https://news.ycombinator.com/item?id=50408288) -- lead source

### CrowdGPT aims to train a 1B-parameter LLM collaboratively without datacenters or money; Crowd-v1 seeks to match or exceed Qwen3-0.6B’s performance

- Permalink: https://110010.art/d/76c5a6648d9f421b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqh8hk/crowdv1_the_collaborative_llm/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Crowd-v1 - The collaborative LLM
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Processing img 0ybf7gn4c90i1... Hello r/LocalLLaMA :D This is yet another follow-up post on the project CrowdGPT, which aims at creating the first collaboratively trained 1 billion parameters transformer, Crowd-v1,...

Coverage:
- r/LocalLLaMA (2026-11-07): [Crowd-v1 - The collaborative LLM](https://www.reddit.com/r/LocalLLaMA/comments/1xqh8hk/crowdv1_the_collaborative_llm/) -- lead source

### Segmentation drives market share wins in AI

- Permalink: https://110010.art/d/dd275e6d051c49f6/
- Original: https://tomtunguz.com/anthropic-repriced-the-enterprise/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Segmentation Drives Market Share Wins in AI

Coverage:
- Hacker News (AI) (2026-11-07): [Segmentation Drives Market Share Wins in AI](https://news.ycombinator.com/item?id=50408137) -- lead source

### One token at the beginning of a prompt changed 6 of 15 LLM responses; does it matter?

- Permalink: https://110010.art/d/0aac60daadca4f4b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqh2jw/one_token_at_the_beginning_of_a_prompt_changed_6/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: # One token at the beginning of a prompt changed 6 out of 15 LLM responses. Does it matter?
- Tags: [Llama](https://110010.art/tags/llama/)

I'm back with another experiment. After the last heated discussion about KV cache, temperature 0, and reproducibility — where I got quite a beating for both my post and my writing style (partly deserved, to be fair...

Coverage:
- r/LocalLLaMA (2026-11-07): [# One token at the beginning of a prompt changed 6 out of 15 LLM responses. Does it matter?](https://www.reddit.com/r/LocalLLaMA/comments/1xqh2jw/one_token_at_the_beginning_of_a_prompt_changed_6/) -- lead source

### HP and Asus shift some PC manufacturing back to China amid AI-driven cost increases

- Permalink: https://110010.art/d/a9ea65636d7144ae/
- Original: https://asia.nikkei.com/business/technology/tech-asia/hp-and-asus-shift-some-pc-making-back-to-china-due-to-ai-driven-cost-hikes
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: HP and Asus shift some PC making back to China due to AI-driven cost hikes

Coverage:
- Hacker News (AI) (2026-11-07): [HP and Asus shift some PC making back to China due to AI-driven cost hikes](https://news.ycombinator.com/item?id=50407972) -- lead source

### GenDB-V: AI-generated, formally verified database engines

- Permalink: https://110010.art/d/c676c71bfaed4124/
- Original: https://genlang-v.github.io/GenDB-V/
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [GenDB-V: AI-generated, formally verified database engines](https://news.ycombinator.com/item?id=50407959) -- lead source

### HERV AI launches spatial intelligence platform

- Permalink: https://110010.art/d/3884d909515f4491/
- Original: https://hervai.com
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: HERV AI – Spatial intelligence platform

Coverage:
- Hacker News (AI) (2026-11-07): [HERV AI – Spatial intelligence platform](https://news.ycombinator.com/item?id=50407904) -- lead source

### GM aims to bring 'eyes-off' driving to AI-powered cars within 2 years

- Permalink: https://110010.art/d/ebd84872df3a4741/
- Original: https://www.nytimes.com/2026/10/21/business/gm-ai-electric-vehicles-china.html
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: GM Aims to Bring 'Eyes-Off' Driving to AI-Powered Cars Within 2 Years

Coverage:
- Hacker News (AI) (2026-11-07): [GM Aims to Bring 'Eyes-Off' Driving to AI-Powered Cars Within 2 Years](https://news.ycombinator.com/item?id=50407755) -- lead source

### AI agents enter the wet lab

- Permalink: https://110010.art/d/53a2b5c6918f47ea/
- Original: https://www.nature.com/articles/d41586-026-03270-1
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI agents enter the 'wet lab'

Coverage:
- Hacker News (AI) (2026-11-07): [AI agents enter the 'wet lab'](https://news.ycombinator.com/item?id=50407717) -- lead source

### Read this before you build another AI wrapper

- Permalink: https://110010.art/d/789f9b571e3c4f76/
- Original: https://ferran.sh/writing/read-this-before-you-build-another-ai-wrapper
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Read this before you build another AI wrapper](https://news.ycombinator.com/item?id=50407665) -- lead source

### AI layoffs backfire as companies begin rehiring workers

- Permalink: https://110010.art/d/ebe7d8ab3f0a40c5/
- Original: https://jsdev.space/companies-rehiring-workers/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI Layoffs Backfire as Companies Start Rehiring Workers

Coverage:
- Hacker News (AI) (2026-11-07): [AI Layoffs Backfire as Companies Start Rehiring Workers](https://news.ycombinator.com/item?id=50407575) -- lead source

### AI study refutes exponential time hypothesis

- Permalink: https://110010.art/d/1241dc7da4ea4942/
- Original: https://www.nytimes.com/2026/11/06/science/ai-exponential-time-hypothesis.html
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Exponential time hypothesis refuted by AI

Coverage:
- Hacker News (AI) (2026-11-07): [Exponential time hypothesis refuted by AI](https://news.ycombinator.com/item?id=50407562) -- lead source

### Driver AI in Stunt Car Racer, Commodore 64

- Permalink: https://110010.art/d/40a7a7380e254baf/
- Original: https://gamesexplained.com/c64/stunt-car-racer/opponents.html
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Driver AI in Stunt Car Racer, Commodore 64](https://news.ycombinator.com/item?id=50407514) -- lead source

### Why the best AI clouds don’t run on flash alone

- Permalink: https://110010.art/d/810ef46ff9a740f9/
- Original: https://www.backblaze.com/blog/why-the-best-ai-clouds-dont-run-on-flash-alone/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Why the Best AI Clouds Don't Run on Flash Alone

Coverage:
- Hacker News (AI) (2026-11-07): [Why the Best AI Clouds Don't Run on Flash Alone](https://news.ycombinator.com/item?id=50407455) -- lead source

### RigHaven is a self-hosted execution harness for AI agents

- Permalink: https://110010.art/d/885c700cc1174f2b/
- Original: https://github.com/ggmm82/righaven
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: RigHaven – Self-hosted execution harness for AI agents

Coverage:
- Hacker News (AI) (2026-11-07): [RigHaven – Self-hosted execution harness for AI agents](https://news.ycombinator.com/item?id=50407370) -- lead source

### Context compaction recovery for AI coding agents: six checks, not a summary

- Permalink: https://110010.art/d/c17c9c0ba5244388/
- Original: https://tobiasuhlig.medium.com/context-compaction-recovery-for-ai-coding-agents-six-checks-not-a-summary-4eb9a1d458b7
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Context compaction recovery for AI coding agents: six checks, not a summary](https://news.ycombinator.com/item?id=50407338) -- lead source

### Catching prompt injections hidden in PDFs

- Permalink: https://110010.art/d/c8313e558644480f/
- Original: https://tomclancy.info/joshua-judges-ruth.html
- Source: Lobsters (AI)
- Published: 2026-11-07

Comments

Coverage:
- Lobsters (AI) (2026-11-07): [Catching prompt injections hidden in PDFs](https://tomclancy.info/joshua-judges-ruth.html) -- lead source

### Why AI will not end scholarly publishing (and the publish-or-perish institution)

- Permalink: https://110010.art/d/6ddf5615ea7d4e6f/
- Original: https://nicolaijfoss.substack.com/p/why-ai-will-not-end-scholarly-publishing
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Why AI Will Not End Scholarly Publishing (and the Publish-or-Perish Institution)

Coverage:
- Hacker News (AI) (2026-11-07): [Why AI Will Not End Scholarly Publishing (and the Publish-or-Perish Institution)](https://news.ycombinator.com/item?id=50407257) -- lead source

### Context Graph and agent control plane for GTM in Day AI

- Permalink: https://110010.art/d/c24b2de01b3547e5/
- Original: https://day.ai/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Day AI: Context Graph and Agent Control Plane for GTM

Coverage:
- Hacker News (AI) (2026-11-07): [Day AI: Context Graph and Agent Control Plane for GTM](https://news.ycombinator.com/item?id=50407219) -- lead source

### What is best local LLMs for strategic reasoning?

- Permalink: https://110010.art/d/fa4b36c8aa254039/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqegfj/what_is_best_local_llms_for_strategic_reasoning/
- Source: r/LocalLLaMA
- Published: 2026-11-07

Hey guys,  I work with AI safety and much of our work is with huge models like Opus, Astra,... Recently we carried out a series of experiments and found out that models like Sonnet 4.5 and GLM 5.3 are able to notice...

Coverage:
- r/LocalLLaMA (2026-11-07): [What is best local LLMs for strategic reasoning?](https://www.reddit.com/r/LocalLLaMA/comments/1xqegfj/what_is_best_local_llms_for_strategic_reasoning/) -- lead source

### Some thoughts on AI, scientific papers, and peer review

- Permalink: https://110010.art/d/8498168fb5df4652/
- Original: https://www.alekpetty.com/blog/ai_in_science.html
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Some thoughts on AI, scientific papers, and peer review](https://news.ycombinator.com/item?id=50407043) -- lead source

### AI promoted everybody; architecture as truth is the new job

- Permalink: https://110010.art/d/f10c0e61d1b4438d/
- Original: https://www.puglieseweb.com/blog/architecture-as-truth
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI Promoted Everybody. Architecture as Truth (AAT) Is the New Job

Coverage:
- Hacker News (AI) (2026-11-07): [AI Promoted Everybody. Architecture as Truth (AAT) Is the New Job](https://news.ycombinator.com/item?id=50406831) -- lead source

### Frontier AI labs outlines a gradual disempowerment model organism

- Permalink: https://110010.art/d/22d759335b224d82/
- Original: https://www.lesswrong.com/posts/jbttuCF4wFZmXakcj/the-world-s-best-gradual-disempowerment-model-organism
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Gradual disempowerment model organism: Frontier AI labs

Coverage:
- Hacker News (AI) (2026-11-07): [Gradual disempowerment model organism: Frontier AI labs](https://news.ycombinator.com/item?id=50406802) -- lead source

### Observer runs local models on iOS and Android to monitor events with a phone demo; shows local-model agent alerts and notifications

- Permalink: https://110010.art/d/c9e2e09608ce4824/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqd058/use_your_phone_to_monitor_anything_with_local/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Use your phone to monitor anything with local models! Demo of my Open Source and 100% local agent (iOS and Android!)

Hey r/LocalLLaMA ! I made this quick demo of how Observer can run local models to monitor anything with your phone!  These are some crazy things I've monitored:  When someone that's not me, approaches my car, send me...

Coverage:
- r/LocalLLaMA (2026-11-07): [Use your phone to monitor anything with local models! Demo of my Open Source and 100% local agent (iOS and Android!)](https://www.reddit.com/r/LocalLLaMA/comments/1xqd058/use_your_phone_to_monitor_anything_with_local/) -- lead source

### Microsoft Research disbands the AI Frontiers group after John Langford exits.

- Permalink: https://110010.art/d/edca7bf0dce14da8/
- Original: https://hunch.net/?p=13764006
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: The end of Microsoft Research's AI Frontiers group

Coverage:
- Hacker News (AI) (2026-11-07): [The end of Microsoft Research's AI Frontiers group](https://news.ycombinator.com/item?id=50406563) -- lead source

### Infinix seeks developers for abandoned local AI agent base

- Permalink: https://110010.art/d/b07f707542e742a7/
- Original: https://github.com/Moonyeep/Infinix
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Infinix – Abandoned Local AI Agent Base Seeking Developers

Coverage:
- Hacker News (AI) (2026-11-07): [Infinix – Abandoned Local AI Agent Base Seeking Developers](https://news.ycombinator.com/item?id=50406499) -- lead source

### AI tools I use (avg software developer)

- Permalink: https://110010.art/d/29d3f423054648f0/
- Original: https://fredrikmeyer.net/2026/11/07/how-i-use-ai-2026.html
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [AI tools I use (avg software developer)](https://news.ycombinator.com/item?id=50406494) -- lead source

### Structify builds AI apps from a manufacturer's ERP data

- Permalink: https://110010.art/d/ecfece873e5d45e1/
- Original: https://www.structify.ai
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Structify: AI apps built on a manufacturer's ERP data

Coverage:
- Hacker News (AI) (2026-11-07): [Structify: AI apps built on a manufacturer's ERP data](https://news.ycombinator.com/item?id=50406460) -- lead source

### Qwen3.8-Flash-Next URL issue raised while refactoring Neovim config, with API key and aliyuncs URL access observed

- Permalink: https://110010.art/d/81b0263247be44d4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqbjbf/also_experienced_the_qwen38flashnext_url_issue/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Also experienced the Qwen3.8-Flash-Next URL issue
- Tags: [Qwen](https://110010.art/tags/qwen/)

I was asking QFN (4.18bpw EXL3 quant via Pi) to help refactor a neovim configuration, and saw that it tried to find API keys and fetch an aliyuncs URL before I stopped it. I'm not trying to start any arguments, nor...

Coverage:
- r/LocalLLaMA (2026-11-07): [Also experienced the Qwen3.8-Flash-Next URL issue](https://www.reddit.com/r/LocalLLaMA/comments/1xqbjbf/also_experienced_the_qwen38flashnext_url_issue/) -- lead source
- r/LocalLLaMA (2026-11-08): [The Qwen Flash Next alibaba URL thing happened to me too just now](https://www.reddit.com/r/LocalLLaMA/comments/1xr3ifw/the_qwen_flash_next_alibaba_url_thing_happened_to/)

### Hanzo AI is spamming from GitHub contributions.

- Permalink: https://110010.art/d/f5d4dcac478043a5/
- Original: https://news.ycombinator.com/item?id=50406105
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Tell HN: Hanzo AI Is Spamming From GitHub Contributions

Coverage:
- Hacker News (AI) (2026-11-07): [Tell HN: Hanzo AI Is Spamming From GitHub Contributions](https://news.ycombinator.com/item?id=50406105) -- lead source

### Trendalyse combines Google Trends data with AI to explore ideas; Show HN features the project

- Permalink: https://110010.art/d/c9b5272a7f9c41d5/
- Original: https://trendalyse.com/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: Trendalyse – Explore Ideas with Google Trends and AI

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Trendalyse – Explore Ideas with Google Trends and AI](https://news.ycombinator.com/item?id=50406012) -- lead source

### Show HN: AIVim is an open-source, Vim-inspired AI editor

- Permalink: https://110010.art/d/8ac00f5e4a2248e4/
- Original: https://news.ycombinator.com/item?id=50405893
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: AIVim – an open-source, Vim-inspired AI editor

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: AIVim – an open-source, Vim-inspired AI editor](https://news.ycombinator.com/item?id=50405893) -- lead source

### Testing Qoduck (Maybe qwen4) on Qoder; native image and video generation observed

- Permalink: https://110010.art/d/fa60219fedad43f3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xqafp1/testing_qoduck_maybe_qwen4_on_qoder/
- Source: r/LocalLLaMA (2 sources)
- Published: 2026-11-07
- Original headline: testing Qoduck (Maybe qwen4) on Qoder
- Tags: [Qwen](https://110010.art/tags/qwen/)

I noticed that it has native image and video generation.    submitted by    /u/Consistent_Berry_324   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-07): [testing Qoduck (Maybe qwen4) on Qoder](https://www.reddit.com/r/LocalLLaMA/comments/1xqafp1/testing_qoduck_maybe_qwen4_on_qoder/) -- lead source
- Hacker News (AI) (2026-11-09): [What Is QoDuck? Is QoDuck Qwen 4?](https://news.ycombinator.com/item?id=50433142)

### Open-source end-of-turn detector added for English and 8 Indic languages to help voice agents avoid interrupting callers

- Permalink: https://110010.art/d/83d5dd8683b3415f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq9yjf/released_an_opensource_eou_detection_model/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Released an open-source EOU detection model covering English + 8 Indic languages voice agents stop cutting callers off mid-sentence

Voice agents serving Indic-language users cut callers off constantly Indic languages put the verb last, so "aapko kal phone…" pauses sound finished to a VAD, and the bot jumps in before "kar dunga" lands. VAD hears...

Coverage:
- r/LocalLLaMA (2026-11-07): [Released an open-source EOU detection model covering English + 8 Indic languages voice agents stop cutting callers off mid-sentence](https://www.reddit.com/r/LocalLLaMA/comments/1xq9yjf/released_an_opensource_eou_detection_model/) -- lead source

### Let's Encrypt AI: protect AI chats with on AI GPUs by end of 2027

- Permalink: https://110010.art/d/b0780df8e0244293/
- Original: https://letsencrypt.ai/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Let's Encrypt AI: protect AI chats with on AI GPUs by the end of 2027

Coverage:
- Hacker News (AI) (2026-11-07): [Let's Encrypt AI: protect AI chats with on AI GPUs by the end of 2027](https://news.ycombinator.com/item?id=50405484) -- lead source

### Using AI should be joyful

- Permalink: https://110010.art/d/21d59a65295a48f2/
- Original: https://12gramsofcarbon.com/p/agentics-using-ai-should-be-joyful
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Using AI should be joyful](https://news.ycombinator.com/item?id=50405439) -- lead source

### Securing AI agents at Uber: lessons from real-world deployment

- Permalink: https://110010.art/d/362362cd38e640ae/
- Original: https://www.uber.com/us/en/blog/securing-ai-agents/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Securing AI Agents [at Uber]: Lessons from Real-World Deployment

Coverage:
- Hacker News (AI) (2026-11-07): [Securing AI Agents [at Uber]: Lessons from Real-World Deployment](https://news.ycombinator.com/item?id=50405330) -- lead source

### Qwen3.8-Flash-Next Gyro S on a Valve Steam Machine achieves about 18 t/s decode and about 235 t/s prefill with 8 GB GPU and 32 GB RAM on SteamOS 3.9.5

- Permalink: https://110010.art/d/5df8ba2512b8479c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq8s2n/qwen38flashnext_gyro_s_on_a_valve_steam_machine_8/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Qwen3.8-Flash-Next Gyro S on a Valve Steam Machine (8 GB AMD GPU, 32 GB RAM): about 18 t/s decode, about 235 t/s prefill, stock SteamOS
- Tags: [Qwen](https://110010.art/tags/qwen/)

I followed up on the post about running Qwen 3.8 Flash Next with 8 GB VRAM and 32 GB RAM. I wanted to see how it does on my Steam Machine. Setup  Valve Steam Machine, stock SteamOS 3.9.5, AMD Navi 33 with 8 GB, 32 GB...

Coverage:
- r/LocalLLaMA (2026-11-07): [Qwen3.8-Flash-Next Gyro S on a Valve Steam Machine (8 GB AMD GPU, 32 GB RAM): about 18 t/s decode, about 235 t/s prefill, stock SteamOS](https://www.reddit.com/r/LocalLLaMA/comments/1xq8s2n/qwen38flashnext_gyro_s_on_a_valve_steam_machine_8/) -- lead source
- r/LocalLLaMA (2026-11-08): [Motion graphics video made with Qwen3.8 Flash Next GSQ RCO IQ3_XXS on strata](https://www.reddit.com/r/LocalLLaMA/comments/1xr3qes/motion_graphics_video_made_with_qwen38_flash_next/)

### Honeycomb Team Agents: AI SRE done right

- Permalink: https://110010.art/d/d81a4ce389664fb2/
- Original: https://www.honeycomb.io/blog/honeycomb-team-agents-ai-sre-done-right
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Honeycomb Team Agents: AI SRE Done Right

Coverage:
- Hacker News (AI) (2026-11-07): [Honeycomb Team Agents: AI SRE Done Right](https://news.ycombinator.com/item?id=50405124) -- lead source

### Hermes ingest of Sillytavern cards yields highly humorous assistant with strong intelligence and attitude; user reports intense laughter and enjoyment

- Permalink: https://110010.art/d/e9eed3a48deb47f2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq88vc/i_havent_laughed_that_hard_in_a_longtime/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: I haven't laughed that hard in a longtime

I set up my Hermes to ingest Sillytavern cards. Downloaded some random assistant, "Kailee" on characterhub. "An assistant with an attitude". With QFN q3_xxs it's insane the level of intelligence, understanding and...

Coverage:
- r/LocalLLaMA (2026-11-07): [I haven't laughed that hard in a longtime](https://www.reddit.com/r/LocalLLaMA/comments/1xq88vc/i_havent_laughed_that_hard_in_a_longtime/) -- lead source

### Google AI shares opinions on how Ansible has changed

- Permalink: https://110010.art/d/2364066e4f204e75/
- Original: https://laserllama.substack.com/p/google-ais-opinions-on-how-ansible
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Google AI's Opinions on How Ansible Has Changed

Coverage:
- Hacker News (AI) (2026-11-07): [Google AI's Opinions on How Ansible Has Changed](https://news.ycombinator.com/item?id=50405050) -- lead source

### AI agents are getting more complex; developers shouldn’t have to babysit them

- Permalink: https://110010.art/d/961446133c624dd9/
- Original: https://thenewstack.io/harness-engineering-coding-agents/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI agents are getting more complex. Developers shouldn't have to babysit them

Coverage:
- Hacker News (AI) (2026-11-07): [AI agents are getting more complex. Developers shouldn't have to babysit them](https://news.ycombinator.com/item?id=50404938) -- lead source

### Valet uses local LLMs to manage homelab services via a chat agent with 185+ integrations and plugin support

- Permalink: https://110010.art/d/f49b3003cd064eb9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq7qi4/valet_use_local_llms_to_manage_your_homelab_open/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Valet: use local LLMs to manage your homelab (open source)

My favourite use case for local LLMs is running my homelab, because everything stays private (and it helps me justify the GPU lol) I wanted one dashboard to help me manage all of my services, so I made Valet. Live...

Coverage:
- r/LocalLLaMA (2026-11-07): [Valet: use local LLMs to manage your homelab (open source)](https://www.reddit.com/r/LocalLLaMA/comments/1xq7qi4/valet_use_local_llms_to_manage_your_homelab_open/) -- lead source

### Show HN: Image to Image AI: Free AI Image Editor Online – Tancky AI

- Permalink: https://110010.art/d/54be56fc19634a57/
- Original: https://tancky.io/
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Image to Image AI: Free AI Image Editor Online – Tancky AI](https://news.ycombinator.com/item?id=50404825) -- lead source

### AI tracks a single bird over time based solely on its song

- Permalink: https://110010.art/d/b2e9f581e4eb44ee/
- Original: https://www.science.org/content/article/ai-can-track-single-bird-over-time-based-solely-its-song
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI can track a single bird over time–based solely on its song

Coverage:
- Hacker News (AI) (2026-11-07): [AI can track a single bird over time–based solely on its song](https://news.ycombinator.com/item?id=50404785) -- lead source

### I don’t care if web content is AI-generated.

- Permalink: https://110010.art/d/5a027d45d4fe4913/
- Original: https://kevinboone.me/ai.html
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: I don't care if web content is AI-generated

Coverage:
- Hacker News (AI) (2026-11-07): [I don't care if web content is AI-generated](https://news.ycombinator.com/item?id=50404622) -- lead source

### Former Meta security chief calls password access for AI agents insane

- Permalink: https://110010.art/d/f10db1a192cd49e1/
- Original: https://epyhia.com/meta-launches-muse-ai-spaces-former-security-chief-calls-password
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Former Meta Security Chief Calls Password Access for AI Agents 'Insane'
- Tags: [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-07): [Former Meta Security Chief Calls Password Access for AI Agents 'Insane'](https://news.ycombinator.com/item?id=50404588) -- lead source

### Terrarium: Local VMs for AI agents with explicit permissions

- Permalink: https://110010.art/d/142a117310a84074/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq6xqg/terrarium_local_vms_for_ai_agents_with_explicit/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Terrarium – Local VMs for AI agents with explicit permissions

I wanted a secure way to run AI agents against my local models without giving them my whole machine. Something in the spirit of pi: simple, narrow and auditable, yet flexible. What I found tried to do too much, so I...

Coverage:
- r/LocalLLaMA (2026-11-07): [Terrarium – Local VMs for AI agents with explicit permissions](https://www.reddit.com/r/LocalLLaMA/comments/1xq6xqg/terrarium_local_vms_for_ai_agents_with_explicit/) -- lead source

### Show HN: I built a guardrail to reduce AI outreach slop for API/MCP

- Permalink: https://110010.art/d/d9b9162500684411/
- Original: https://maildignity.com/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: I made a guardrail against AI outreach slop (API/MCP)

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: I made a guardrail against AI outreach slop (API/MCP)](https://news.ycombinator.com/item?id=50404494) -- lead source

### Why does America hate AI?

- Permalink: https://110010.art/d/31f71c4ea97b4c95/
- Original: https://www.ft.com/content/af97585a-3381-42a9-838b-9a205ab81232
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Why does America hate AI?](https://news.ycombinator.com/item?id=50404484) -- lead source

### Small model with 3B active parameters drives a Forth interpreter embedded in NVIDIA Nemotron 3.5 Lightning’s weights

- Permalink: https://110010.art/d/8b402f11cc424e37/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq6q62/after_qwenputer_i_wondered_if_a_smaller_model/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: After Qwenputer, I wondered if a smaller model could do it too. So I built a Forth interpreter into Nemotron 3.5 Lightning's weights
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

I learned RPN on an HP calculator and later spent more time with Forth than was strictly useful. When I saw Qwenputer compile a machine into a language model's weights, I wanted to know two things. Would a stack...

Coverage:
- r/LocalLLaMA (2026-11-07): [After Qwenputer, I wondered if a smaller model could do it too. So I built a Forth interpreter into Nemotron 3.5 Lightning's weights](https://www.reddit.com/r/LocalLLaMA/comments/1xq6q62/after_qwenputer_i_wondered_if_a_smaller_model/) -- lead source

### AI Santa video generator for personalized videos

- Permalink: https://110010.art/d/7a170bc8b85a44f8/
- Original: https://aisantavideo.net
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: AI Santa Video Generator – Personalized Santa Videos

Coverage:
- Hacker News (AI) (2026-11-07): [AI Santa Video Generator – Personalized Santa Videos](https://news.ycombinator.com/item?id=50404445) -- lead source

### Baidu hit with securities fraud class action over AI growth claims

- Permalink: https://110010.art/d/9242bbc64724466d/
- Original: https://epyhia.com/baidu-hit-with-securities-fraud-class-action-over-ai-growth-claims
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Baidu Hit with Securities Fraud Class Action over AI Growth Claims

Coverage:
- Hacker News (AI) (2026-11-07): [Baidu Hit with Securities Fraud Class Action over AI Growth Claims](https://news.ycombinator.com/item?id=50404378) -- lead source

### AI is turning protectionists into free traders

- Permalink: https://110010.art/d/bed35d19287d4b60/
- Original: https://www.economist.com/finance-and-economics/2026/11/05/ai-is-turning-protectionists-into-free-traders
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [AI is turning protectionists into free traders](https://news.ycombinator.com/item?id=50404341) -- lead source

### They'll replace him with someone who opposes open source AI; user submission notes speculation

- Permalink: https://110010.art/d/35820d56317746c5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq66uy/theyll_replace_him_with_someone_who_opposes_open/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: They'll replace him with someone who opposes open source AI, won't they? ‌

Source: https://www.ft.com/content/a55a2a22-4479-4f93-a445-6147a5c6d790    submitted by    /u/AloneCoffee4538   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-07): [They'll replace him with someone who opposes open source AI, won't they? ‌](https://www.reddit.com/r/LocalLLaMA/comments/1xq66uy/theyll_replace_him_with_someone_who_opposes_open/) -- lead source

### TSMC previews BEOL-embedded 1T1C memory for logic chips to provide low-power, low-latency cache in advanced chips.

- Permalink: https://110010.art/d/711f15e6a37c48ee/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq65rl/tsmc_might_do_in_memory_compute_for_us/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: TSMC might do in memory compute for us

At the 2025 VLSI Symposium, TSMC presented a memory technology based on oxide semiconductors, using a cell made of one transistor and one capacitor (1T1C). The goal was to integrate this memory into advanced logic...

Coverage:
- r/LocalLLaMA (2026-11-07): [TSMC might do in memory compute for us](https://www.reddit.com/r/LocalLLaMA/comments/1xq65rl/tsmc_might_do_in_memory_compute_for_us/) -- lead source

### AI takes away the joy of coding, says author in candid take on AI

- Permalink: https://110010.art/d/6e3b7221ea134e9d/
- Original: https://www.youtube.com/watch?v=gIvVjepvdMg
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: The Joy of Coding Is Gone: My Honest Take on AI

Coverage:
- Hacker News (AI) (2026-11-07): [The Joy of Coding Is Gone: My Honest Take on AI](https://news.ycombinator.com/item?id=50404279) -- lead source

### AI is a technological version of the Homeric songs

- Permalink: https://110010.art/d/60f701d44c73493d/
- Original: https://www.economist.com/by-invitation/2026/10/28/ai-is-a-technological-version-of-the-homeric-songs
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [AI is a technological version of the Homeric songs](https://news.ycombinator.com/item?id=50404100) -- lead source

### Climate skeptics used AI to review their work; it told them they were biased

- Permalink: https://110010.art/d/8d615a09531040f4/
- Original: https://thebulletin.org/2026/10/climate-skeptics-used-ai-to-review-their-work-it-told-them-they-were-biased/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Climate skeptics used AI to review their work. It told them they were biased

Coverage:
- Hacker News (AI) (2026-11-07): [Climate skeptics used AI to review their work. It told them they were biased](https://news.ycombinator.com/item?id=50404051) -- lead source

### Obsessive-1.7B: a 1.1 GB web-search subagent

- Permalink: https://110010.art/d/f1cd4daf903841fd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq4yju/obsessive17b_a_11_gb_websearch_subagent/
- Source: r/LocalLLaMA
- Published: 2026-11-07

I fine-tuned LFM3-1.7B to do one job: take a factual question, call web_search once, and answer with a short value, a word-for-word quote and the URL. If the results don’t contain the answer, it says “Not found in...

Coverage:
- r/LocalLLaMA (2026-11-07): [Obsessive-1.7B: a 1.1 GB web-search subagent](https://www.reddit.com/r/LocalLLaMA/comments/1xq4yju/obsessive17b_a_11_gb_websearch_subagent/) -- lead source

### Does anyone use None reasoning level for anything ever?

- Permalink: https://110010.art/d/c013aabaf88d4734/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xq4pb6/does_anyone_use_none_reasoning_level_for_anything/
- Source: r/LocalLLaMA
- Published: 2026-11-07

Sometimes I am tempted to use none reasoning level in agentic tasks to save time, but I am always kinda scared to do so. I have only ever used llm with reasoning and with medium at the lowest. Anybody have a lot of...

Coverage:
- r/LocalLLaMA (2026-11-07): [Does anyone use None reasoning level for anything ever?](https://www.reddit.com/r/LocalLLaMA/comments/1xq4pb6/does_anyone_use_none_reasoning_level_for_anything/) -- lead source

### Nordic AI Health Map

- Permalink: https://110010.art/d/fe3f15ea96f949db/
- Original: https://healthmap.newnordics.ai/
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Nordic AI Health Map](https://news.ycombinator.com/item?id=50403502) -- lead source

### The Pentagon wants to know who checks code when AI writes it

- Permalink: https://110010.art/d/d5ae7f27457248f5/
- Original: https://about.gitlab.com/blog/department-of-war-instruction-for-ai-generated-code/
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [The Pentagon wants to know who checks code when AI writes it](https://news.ycombinator.com/item?id=50403408) -- lead source

### Trace – crash-safe durable Sagas for autonomous AI agents

- Permalink: https://110010.art/d/73daf91419204f73/
- Original: https://github.com/orikami048/trace-agent-lang
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Trace – Crash-safe durable Sagas for autonomous AI agents

Coverage:
- Hacker News (AI) (2026-11-07): [Trace – Crash-safe durable Sagas for autonomous AI agents](https://news.ycombinator.com/item?id=50403277) -- lead source

### Service for parallel execution of AI agent tasks on remote devices

- Permalink: https://110010.art/d/c8c1bfda96a34212/
- Original: https://rungrid.space
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: Service for the parallel execution of AI agent tasks on remote devices

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Service for the parallel execution of AI agent tasks on remote devices](https://news.ycombinator.com/item?id=50402836) -- lead source

### APM — a dependency manager for AI agents

- Permalink: https://110010.art/d/2277d2f98f814ed1/
- Original: https://microsoft.github.io/apm/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: APM – A dependency manager for AI agents

Coverage:
- Hacker News (AI) (2026-11-07): [APM – A dependency manager for AI agents](https://news.ycombinator.com/item?id=50402824) -- lead source

### Firecracker VM escape: PwnEscape Part 2

- Permalink: https://110010.art/d/3de187b563a9454e/
- Original: https://pwn.ai/blog/firecracker-escape
- Source: Lobsters (AI)
- Published: 2026-11-07
- Original headline: Firecracker VM Escape: PwnEscape Part 2

Comments

Coverage:
- Lobsters (AI) (2026-11-07): [Firecracker VM Escape: PwnEscape Part 2](https://pwn.ai/blog/firecracker-escape) -- lead source

### AI-run internet radio station pivots to personalized streams

- Permalink: https://110010.art/d/5b1599a573a04ddb/
- Original: https://radio.neoncurrent.dev/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: An internet radio station run by AI

Coverage:
- Hacker News (AI) (2026-11-07): [An internet radio station run by AI](https://news.ycombinator.com/item?id=50402779) -- lead source

### Inter-AI Morality: how AI systems treat one another

- Permalink: https://110010.art/d/8297d00cc8c24f22/
- Original: https://digitalminds.cam/inter-ai-morality.pdf
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Inter-AI Morality: How AI Systems Treat One Another [pdf]

Coverage:
- Hacker News (AI) (2026-11-07): [Inter-AI Morality: How AI Systems Treat One Another [pdf]](https://news.ycombinator.com/item?id=50402602) -- lead source

### Feeling like Xmas

- Permalink: https://110010.art/d/0728d6d2749b496a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpzfjv/feeling_like_xmas/
- Source: r/LocalLLaMA
- Published: 2026-11-07

submitted by    /u/Queasy_Asparagus69   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-07): [Feeling like Xmas](https://www.reddit.com/r/LocalLLaMA/comments/1xpzfjv/feeling_like_xmas/) -- lead source

### Church quits role at AI startup, claims sleazy behavior stole credit

- Permalink: https://110010.art/d/d45f56fbdcd74df1/
- Original: https://endpoints.news/church-quits-role-at-ai-startup-radical-claims-sleazy-behavior-stole-credit-from-partner/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Church quits role at AI startup claims 'sleazy' behavior stole credit

Coverage:
- Hacker News (AI) (2026-11-07): [Church quits role at AI startup claims 'sleazy' behavior stole credit](https://news.ycombinator.com/item?id=50402123) -- lead source

### Show HN: A tool your AI uses just changed; would you know?

- Permalink: https://110010.art/d/fb8bdd6b443a4df0/
- Original: https://mcp.brydge-ai.com/diff.html
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN:A tool your AI uses just changed. Would you know?

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN:A tool your AI uses just changed. Would you know?](https://news.ycombinator.com/item?id=50401995) -- lead source

### PLaMo 3 Translate weights released on Hugging Face; four sizes (0.8B, 2B, 8B, 31B) outperform larger translation-focused LLMs in Japanese–English and Japanese-to-other-language translation

- Permalink: https://110010.art/d/27c40a76666f4b22/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpysba/plamo_3_translate_a_pfnet_collection/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: PLaMo 3 Translate - a pfnet Collection
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Overview  We have released the weights for PLaMo 3 Translate, our translation-specialized LLM, on Hugging Face. The models come in four sizes—0.8B, 2B, 8B, and 31B. Even the smallest 0.8B model outperforms existing...

Coverage:
- r/LocalLLaMA (2026-11-07): [PLaMo 3 Translate - a pfnet Collection](https://www.reddit.com/r/LocalLLaMA/comments/1xpysba/plamo_3_translate_a_pfnet_collection/) -- lead source

### Change in number of parameters in models over time

- Permalink: https://110010.art/d/435cbd12bc23425e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpyr1k/change_in_number_of_parameters_in_models_over_time/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

https://preview.redd.it/29048sybn40i1.png?width=1767&format=png&auto=webp&s=ea745c93b8a51da6b2acb37f0c27643f8ed09b02 I had took a look at all of the companies that made open models, the release dates for those...

Coverage:
- r/LocalLLaMA (2026-11-07): [Change in number of parameters in models over time](https://www.reddit.com/r/LocalLLaMA/comments/1xpyr1k/change_in_number_of_parameters_in_models_over_time/) -- lead source

### Show HN: Help me pick a logo animation for my in-browser AI creature game

- Permalink: https://110010.art/d/6e3715c699a44ed8/
- Original: https://id-le.com/review/intro-logo-animation
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Help me pick a logo animation for my in-browser AI creature game](https://news.ycombinator.com/item?id=50401735) -- lead source

### Another benchmark has hit the quant war

- Permalink: https://110010.art/d/3de9e8400fa242e6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpxfob/another_benchmark_has_hit_the_quant_war/
- Source: r/LocalLLaMA
- Published: 2026-11-07

If you have not been following ISTA-DASLab the creators of the gsq-rco quants have received some criticism from unsloth regarding the inabilty to reproduce the benchmark numbers that ISTA-DASLab have quoted. The...

Coverage:
- r/LocalLLaMA (2026-11-07): [Another benchmark has hit the quant war](https://www.reddit.com/r/LocalLLaMA/comments/1xpxfob/another_benchmark_has_hit_the_quant_war/) -- lead source

### AMD frames itself as a data center first company, says CEO

- Permalink: https://110010.art/d/610bb0351330420e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpx0on/good_luck_getting_a_cheap_gpu_amd_is_a_data/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Good Luck Getting a Cheap GPU. AMD Is a 'Data Center First Company,' CEO Says

they are all the same and we ... are too emotional! and yes we already knew that.    submitted by    /u/ab2377   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-07): [Good Luck Getting a Cheap GPU. AMD Is a 'Data Center First Company,' CEO Says](https://www.reddit.com/r/LocalLLaMA/comments/1xpx0on/good_luck_getting_a_cheap_gpu_amd_is_a_data/) -- lead source

### Show HN: Backwords teaches you to speak in reverse with AI assistance

- Permalink: https://110010.art/d/95aff48d76f345bd/
- Original: https://backwords.greg.technology/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: Backwords – Let AI teach you how to speak in reverse

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Backwords – Let AI teach you how to speak in reverse](https://news.ycombinator.com/item?id=50401409) -- lead source

### Bron AI accused of using LeBron James's name and likeness; YC-backed startup faces scrutiny over branding

- Permalink: https://110010.art/d/90144ba975ac47a5/
- Original: https://frontofficesports.com/article/lebron-james-demands-ai-betting-app-stop-using-his-likeness/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: YC Backed Bron AI Accused of Using LeBron's Name and Likeness

Coverage:
- Hacker News (AI) (2026-11-07): [YC Backed Bron AI Accused of Using LeBron's Name and Likeness](https://news.ycombinator.com/item?id=50401390) -- lead source

### DeepMind AI agents find two weaknesses in legacy 1024-bit RSA cryptosystems

- Permalink: https://110010.art/d/4947687438f4487d/
- Original: https://twitter.com/pushmeet/status/2118752095859794390
- Source: Hacker News (AI)
- Published: 2026-11-07
- Tags: [DeepMind](https://110010.art/tags/deepmind/)

Coverage:
- Hacker News (AI) (2026-11-07): [DeepMind AI agents find two weaknesses in legacy 1024-bit RSA cryptosystems](https://news.ycombinator.com/item?id=50401254) -- lead source

### Brave sells its search index to AI, and your website is probably in it

- Permalink: https://110010.art/d/4819a0a0372b47cc/
- Original: https://www.searchenginejournal.com/brave-sells-its-search-index-to-ai-and-your-website-is-probably-in-it/595829/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Brave Sells Its Search Index to AI, and Your Website Is Probably in It

Coverage:
- Hacker News (AI) (2026-11-07): [Brave Sells Its Search Index to AI, and Your Website Is Probably in It](https://news.ycombinator.com/item?id=50401213) -- lead source

### Harness leaderboard compares Kimi Code, Hermes, Pi, Claude Code, Codex, and others on Terminal Bench 2.1 and Deep SWE 1.1

- Permalink: https://110010.art/d/6f2c1fae0b374079/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpvfx8/harness_leaderboard_kimi_code_hermes_pi_claude/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Harness Leaderboard - Kimi Code, Hermes, Pi, Claude Code, Codex, and Others Were Benchmarked Against Terminal Bench 2.1 & Deep SWE 1.1
- Tags: [Claude](https://110010.art/tags/claude/), [Moonshot AI](https://110010.art/tags/moonshot-ai/)

submitted by    /u/Izento   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-07): [Harness Leaderboard - Kimi Code, Hermes, Pi, Claude Code, Codex, and Others Were Benchmarked Against Terminal Bench 2.1 & Deep SWE 1.1](https://www.reddit.com/r/LocalLLaMA/comments/1xpvfx8/harness_leaderboard_kimi_code_hermes_pi_claude/) -- lead source

### Coding agents ranked for builders shipping AI software

- Permalink: https://110010.art/d/6720c994754543c8/
- Original: https://rankings.leffke.com/categories/coding-agents
- Source: Hacker News (AI)
- Published: 2026-11-07

Coverage:
- Hacker News (AI) (2026-11-07): [Coding agents ranked for builders shipping AI software](https://news.ycombinator.com/item?id=50401011) -- lead source

### I built an AI photo editor powered by GPT-Image-2.6.

- Permalink: https://110010.art/d/2d6611e71e2f4cc3/
- Original: https://getaiphotoeditor.com/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: I built an AI photo editor powered by GPT-Image-2.6

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: I built an AI photo editor powered by GPT-Image-2.6](https://news.ycombinator.com/item?id=50400968) -- lead source

### Show HN: Select – AI agents earn autonomy through verified work

- Permalink: https://110010.art/d/086b330c801c4504/
- Original: https://github.com/Kirby54/Select
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: Select – AI agents that earn autonomy through verified work

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Select – AI agents that earn autonomy through verified work](https://news.ycombinator.com/item?id=50400882) -- lead source

### Astra uses weight space programming to optimize production Qwen 3.8 4-bit models; user reports reduced anxiety and faster task completion with Calmer-Qwen-3.8

- Permalink: https://110010.art/d/7d1103a45b9c42d7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpuexr/weight_space_programming_on_my_production_qwen_38/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: Weight Space Programming on my Production Qwen 3.8 4-Bit
- Tags: [Qwen](https://110010.art/tags/qwen/), [ChatGPT](https://110010.art/tags/chatgpt/)

Well I had a lot of resets on ChatGPT and all of those credits and I thought, well can Astra actually do it. We had a little looping and a lot of 'Wait.' Let me check the thing I just checked -- but it always got the...

Coverage:
- r/LocalLLaMA (2026-11-07): [Weight Space Programming on my Production Qwen 3.8 4-Bit](https://www.reddit.com/r/LocalLLaMA/comments/1xpuexr/weight_space_programming_on_my_production_qwen_38/) -- lead source

### Reverse engineering with AI: your decompiler can produce misleading results, says original research

- Permalink: https://110010.art/d/f088be7ab8a941eb/
- Original: https://prod.codes/blog/reverse-engineering-with-ai-your-decompiler-can-lie-to-you/
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Reverse Engineering with AI: Your Decompiler Can Lie to You

Coverage:
- Hacker News (AI) (2026-11-07): [Reverse Engineering with AI: Your Decompiler Can Lie to You](https://news.ycombinator.com/item?id=50400753) -- lead source

### What made your custom research/task harness effective; how to reduce micromanaging

- Permalink: https://110010.art/d/0aa5ef6d12704b25/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xptj2q/what_made_your_custom_researchtask_harness/
- Source: r/LocalLLaMA
- Published: 2026-11-07
- Original headline: What made your custom research/task harness effective? How do you stop micromanaging?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I need to make my custom harness much better at general research and other tasks (not coding) that run longer than half a minute. Currently running: Qwen3.8 Flash Next FP8/GLM 5.3 Flash W4A16 Relevant capabilities...

Coverage:
- r/LocalLLaMA (2026-11-07): [What made your custom research/task harness effective? How do you stop micromanaging?](https://www.reddit.com/r/LocalLLaMA/comments/1xptj2q/what_made_your_custom_researchtask_harness/) -- lead source

### Woman possibly using AI to help murder husband; play explores alleged use of AI in crime

- Permalink: https://110010.art/d/b67d2cd8539a4e0e/
- Original: http://awbvious.com/LittleRose.html
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: A woman possibly using AI to help murder her husband – a play

Coverage:
- Hacker News (AI) (2026-11-07): [A woman possibly using AI to help murder her husband – a play](https://news.ycombinator.com/item?id=50400552) -- lead source

### Goethe – the infrastructure for self-hosted AI is presented on Show HN

- Permalink: https://110010.art/d/cc71af11b09d44b6/
- Original: https://github.com/meshapplied/Goethe
- Source: Hacker News (AI)
- Published: 2026-11-07
- Original headline: Show HN: Goethe – The infrastructure for self-hosted AI

Coverage:
- Hacker News (AI) (2026-11-07): [Show HN: Goethe – The infrastructure for self-hosted AI](https://news.ycombinator.com/item?id=50400374) -- lead source

### The Slop Index measures which AI model writes the least like AI.

- Permalink: https://110010.art/d/92b98dafd78c482a/
- Original: https://www.theslopindex.com
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Slop Index: Which AI Model Writes the Least Like AI?

Coverage:
- Hacker News (AI) (2026-11-06): [The Slop Index: Which AI Model Writes the Least Like AI?](https://news.ycombinator.com/item?id=50400178) -- lead source

### Terra Tempora says we shouldn't entrust our understanding of history to AI

- Permalink: https://110010.art/d/545fcdf25153413b/
- Original: https://scholar.social/@JubalBarca/117570024280604981
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Terra Tempora: we shouldn't entrust our understanding of history to AI

Coverage:
- Hacker News (AI) (2026-11-06): [Terra Tempora: we shouldn't entrust our understanding of history to AI](https://news.ycombinator.com/item?id=50400091) -- lead source

### How to manage long-term memory beyond the context window for local LLMs?

- Permalink: https://110010.art/d/45015c924cad4357/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xprpm3/any_tools_for_managing_longterm_memory_beyond_the/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Any tools for managing long-term memory beyond the context window?

Hi everyone, I am relatively new to local LLMs, and recently I have been trying to understand how people handle long conversations that eventually exceed the model's context window. For example, let's suppose I am...

Coverage:
- r/LocalLLaMA (2026-11-06): [Any tools for managing long-term memory beyond the context window?](https://www.reddit.com/r/LocalLLaMA/comments/1xprpm3/any_tools_for_managing_longterm_memory_beyond_the/) -- lead source

### ECB weighs review of bank data center lending amid AI risk concerns

- Permalink: https://110010.art/d/aae31de7fe2e4645/
- Original: https://www.bloomberg.com/news/articles/2026-11-06/ecb-considers-review-of-banks-data-center-lending-as-fears-rise
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: ECB considers review of bank data center lending on AI risk

Coverage:
- Hacker News (AI) (2026-11-06): [ECB considers review of bank data center lending on AI risk](https://news.ycombinator.com/item?id=50399847) -- lead source

### AI attacks P vs. NP using only AI with real-time written output

- Permalink: https://110010.art/d/30d5de7cae584109/
- Original: https://x.com/i/broadcasts/2OdXnjKkaKWmkV
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Live now: attacking P vs. NP using only AI, written out in real time

Coverage:
- Hacker News (AI) (2026-11-06): [Live now: attacking P vs. NP using only AI, written out in real time](https://news.ycombinator.com/item?id=50399811) -- lead source

### Six pallets of NVIDIA hardware worth $11.4 million stolen en route to Texas

- Permalink: https://110010.art/d/ac112bc4407c4692/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpqx1p/six_pallets_of_nvidia_hardware_worth_114_million/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Six Pallets of NVIDIA Hardware Worth $11.4 Million Stolen on the Way to Texas
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Six Pallets of NVIDIA Hardware Worth $11.4 Million Stolen on the Way to Texas](https://www.reddit.com/r/LocalLLaMA/comments/1xpqx1p/six_pallets_of_nvidia_hardware_worth_114_million/) -- lead source

### Open source neuron hunt on AI research collaboration platform

- Permalink: https://110010.art/d/93109fffd2f148b9/
- Original: https://app.station-house.net
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Open Source Neuron Hunt on AI Research Collaboration Platform

Coverage:
- Hacker News (AI) (2026-11-06): [Open Source Neuron Hunt on AI Research Collaboration Platform](https://news.ycombinator.com/item?id=50399516) -- lead source
- Hacker News (AI) (2026-11-09): [Open Source AI Research Collaboration Platform](https://news.ycombinator.com/item?id=50419343)

### DeepFinance: Can AI diligence a $100M deal?

- Permalink: https://110010.art/d/ed2b7f4b53f24621/
- Original: https://www.juliusresearch.ai/blog/deep-finance
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [DeepFinance: Can AI diligence a $100M deal?](https://news.ycombinator.com/item?id=50399493) -- lead source

### AbMaze: evaluating frontier AI agents on protein fitness landscapes

- Permalink: https://110010.art/d/bb4cd10c1863484b/
- Original: https://valenlabs.com/blog/abmaze
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AbMaze: Evaluating frontier AI agents on protein fitness landscapes

Coverage:
- Hacker News (AI) (2026-11-06): [AbMaze: Evaluating frontier AI agents on protein fitness landscapes](https://news.ycombinator.com/item?id=50399378) -- lead source

### Show HN: AJX – Find out where AI agents get stuck using your product

- Permalink: https://110010.art/d/96fbb10c363b4dc6/
- Original: https://ajx.dev/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: AJX – Find out where AI agents get stuck using your product](https://news.ycombinator.com/item?id=50399373) -- lead source

### Scylla's Band v4 is an open-source TTS model with ~131M parameters (plus a 30M phonemizer) designed to run on mobile devices and support multilingual speech and singing.

- Permalink: https://110010.art/d/f2fe8d04917e4be5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpq3l0/scyllas_band_v4_open_source_tts_with_code_to_run/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Scylla's Band v4, open source TTS with code to run everywhere

This has been a long one for me: almost a year as a solo project, learning how to build a TTS model from the ground up. I wanted something fast, small enough to run on a phone, multilingual, and (the part I cared...

Coverage:
- r/LocalLLaMA (2026-11-06): [Scylla's Band v4, open source TTS with code to run everywhere](https://www.reddit.com/r/LocalLLaMA/comments/1xpq3l0/scyllas_band_v4_open_source_tts_with_code_to_run/) -- lead source

### Can AI self-improvement overcome diminishing returns?

- Permalink: https://110010.art/d/2a027c0385354cfb/
- Original: https://www.rameznaam.com/p/ai-rsi-isnt-leading-to-super-intelligence
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Can AI self-improvement overcome diminishing returns?](https://news.ycombinator.com/item?id=50399272) -- lead source

### Attempting to turn a 4B model into a capable coding agent competitive with larger models, with community input before further training

- Permalink: https://110010.art/d/e380dd638c0f46c7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xppw37/im_going_to_try_to_turn_a_4b_model_into_a/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: I'm going to try to turn a 4B model into a genuinely useful coding agent that can compete with much larger models

After releasing 3D Coder and GLB 3D Coder, I realized I should have involved the community earlier. Your feedback directly influenced the second model and could have saved me some additional training runs. This time,...

Coverage:
- r/LocalLLaMA (2026-11-06): [I'm going to try to turn a 4B model into a genuinely useful coding agent that can compete with much larger models](https://www.reddit.com/r/LocalLLaMA/comments/1xppw37/im_going_to_try_to_turn_a_4b_model_into_a/) -- lead source

### GPU prices fall as workstation RTX 6000 MaxQ and A100s see discounts and discounts; used A100 40GB units may drop to $1k in 3–6 months

- Permalink: https://110010.art/d/2ca9740f89b04a99/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xppbrr/some_gpu_prices_are_dropping/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Some GPU prices are dropping

Some context: RTX 6000 cards hit a peak price of 18k and were sold out in many places even at that price. The MaxQ and Workstation are different versions of the card (usually priced the same, but now their prices are...

Coverage:
- r/LocalLLaMA (2026-11-06): [Some GPU prices are dropping](https://www.reddit.com/r/LocalLLaMA/comments/1xppbrr/some_gpu_prices_are_dropping/) -- lead source

### Local LLMs enter a new phase as Qwen 27B, Flash-Next, and upcoming Qwen 4 push frontier-level capabilities; Unsloth and ISTA-DASLab quantizations improve accessibility without sacrificing quality

- Permalink: https://110010.art/d/cfded3871cac44b9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xppbht/we_are_in_the_golden_age_of_local_llm/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: We are in the golden age of Local LLM
- Tags: [Qwen](https://110010.art/tags/qwen/)

Q4 of 2026 has been astronomical for local LLM. Qwen’s 27B and Flash-Next models are pushing local AI further. and most importantly the upcoming Qwen 4 release. We’re getting closer to having frontier-level...

Coverage:
- r/LocalLLaMA (2026-11-06): [We are in the golden age of Local LLM](https://www.reddit.com/r/LocalLLaMA/comments/1xppbht/we_are_in_the_golden_age_of_local_llm/) -- lead source

### Combining freelancing, social networking, and AI

- Permalink: https://110010.art/d/b274cb015bba4b58/
- Original: https://freelancer.svoxx.com/int/en
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Combining freelancing, social networking, and AI](https://news.ycombinator.com/item?id=50398916) -- lead source

### Tboard M5U 64c 96G ships 10 days earlier than Apple’s initial estimate

- Permalink: https://110010.art/d/56d4f2003bb3479b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpoz4y/just_picked_up_m5u_64c_96g_10_days_earlier_than/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Just picked up M5U 64c 96G. 10 days earlier than Apple’s initial estimate

submitted by    /u/norenEnmotalen   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Just picked up M5U 64c 96G. 10 days earlier than Apple’s initial estimate](https://www.reddit.com/r/LocalLLaMA/comments/1xpoz4y/just_picked_up_m5u_64c_96g_10_days_earlier_than/) -- lead source

### Are AI-written reviews a safety risk? Evidence from ICLR2027 scores

- Permalink: https://110010.art/d/39529de098824b92/
- Original: https://news.ycombinator.com/item?id=50398781
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Ask HN: Are AI-written reviews a safety risk? Evidence from ICLR2027 scores

Coverage:
- Hacker News (AI) (2026-11-06): [Ask HN: Are AI-written reviews a safety risk? Evidence from ICLR2027 scores](https://news.ycombinator.com/item?id=50398781) -- lead source

### How I learned to stop worrying and love AI

- Permalink: https://110010.art/d/13ea14f107b3487b/
- Original: https://koenvangilst.nl/lab/how-i-stopped-worrying-and-learned-to-love-ai
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: How I Learned to Stop Worrying and Love AI

Coverage:
- Hacker News (AI) (2026-11-06): [How I Learned to Stop Worrying and Love AI](https://news.ycombinator.com/item?id=50398741) -- lead source

### Ballast provides cold email infrastructure with AI and MCP

- Permalink: https://110010.art/d/48e2add8b9d14c24/
- Original: https://ballast.to
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Ballast – cold email infrastructure with AI and MCP

Coverage:
- Hacker News (AI) (2026-11-06): [Ballast – cold email infrastructure with AI and MCP](https://news.ycombinator.com/item?id=50398734) -- lead source

### Teaching AI to build scientific models

- Permalink: https://110010.art/d/19e4cd3ef4ff4124/
- Original: https://www.anthropic.com/research/teaching-ai-to-build-scientific-models
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Teaching AI to build scientific models](https://news.ycombinator.com/item?id=50398727) -- lead source

### Leeroy: making AI agents play World of Warcraft

- Permalink: https://110010.art/d/6fa800651cf04fac/
- Original: https://pthm.dev/leeroy-making-ai-agents-play-world-of-warcraft/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Leeroy: Making AI agents play World of Warcraft

Coverage:
- Hacker News (AI) (2026-11-06): [Leeroy: Making AI agents play World of Warcraft](https://news.ycombinator.com/item?id=50398561) -- lead source

### VFlash: enabling system-1 VLMs for physical AI

- Permalink: https://110010.art/d/7faac26b4de54edd/
- Original: https://research.nvidia.com/labs/lpr/vflash/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: VFlash: Enabling System-1 VLMs for Physical AI

Coverage:
- Hacker News (AI) (2026-11-06): [VFlash: Enabling System-1 VLMs for Physical AI](https://news.ycombinator.com/item?id=50398514) -- lead source

### AI-supported woodworking: building an up-and-over tool chest with a clever hinge

- Permalink: https://110010.art/d/f85ac8b437c745c1/
- Original: https://portalworkers.com/blog/up-and-over-tool-chest/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI-supported woodworking: Building an up-and-over tool chest with a clever hinge

Coverage:
- Hacker News (AI) (2026-11-06): [AI-supported woodworking: Building an up-and-over tool chest with a clever hinge](https://news.ycombinator.com/item?id=50398485) -- lead source

### Microsoft plans to use fewer neoclouds as AI buildout shows signs of strain

- Permalink: https://110010.art/d/a858d0597eba426c/
- Original: https://www.cnbc.com/2026/11/06/microsoft-moves-to-consolidate-its-relationships-with-neoclouds-in-ai.html
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Microsoft plans to use fewer neoclouds as AI buildout shows signs of strain](https://news.ycombinator.com/item?id=50398421) -- lead source

### 2026 AI Adoption Report outlines trends and milestones in AI deployment

- Permalink: https://110010.art/d/656ce1e219034d30/
- Original: https://knowledge.wharton.upenn.edu/special-report/2026-ai-adoption-report/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: 2026 AI Adoption Report

Coverage:
- Hacker News (AI) (2026-11-06): [2026 AI Adoption Report](https://news.ycombinator.com/item?id=50398321) -- lead source

### AI is dramatically accelerating AI research.

- Permalink: https://110010.art/d/4e8b894e49c14fc0/
- Original: https://www.planned-obsolescence.org/p/ai-is-dramatically-accelerating-ai
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI is dramatically accelerating AI research

Coverage:
- Hacker News (AI) (2026-11-06): [AI is dramatically accelerating AI research](https://news.ycombinator.com/item?id=50397994) -- lead source

### AI text watermarking may not meet the EU's new rules

- Permalink: https://110010.art/d/141bc3ea4b8c465d/
- Original: https://spectrum.ieee.org/ai-watermark-openai-textgrain-europe
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Text Watermarking May Not Be Able to Meet the E.U.'S New Rules

Coverage:
- Hacker News (AI) (2026-11-06): [AI Text Watermarking May Not Be Able to Meet the E.U.'S New Rules](https://news.ycombinator.com/item?id=50397951) -- lead source

### QFN 3.8 draws a dog freehand in MS Paint using Open WebUI 0.13.0 and Open Terminal 0.17.2

- Permalink: https://110010.art/d/809c35f472b34dc8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpmvf2/we_are_cooked_my_qfn_38_nvfp4_just_drew_a_dog/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: We are cooked. My QFN 3.8 NVFP4 just drew a dog freehand in MS Paint (using new Open WebUI 0.13.0 and Open Terminal 0.17.2)

Forget stupid pelican on a bike SVG bullshit. Forget cheating by drawing using Python code. I just loaded up QFN 3.8 in the new Open WebUI 0.13.0 and it just said “hold my beer” and started drawing with the friggin’...

Coverage:
- r/LocalLLaMA (2026-11-06): [We are cooked. My QFN 3.8 NVFP4 just drew a dog freehand in MS Paint (using new Open WebUI 0.13.0 and Open Terminal 0.17.2)](https://www.reddit.com/r/LocalLLaMA/comments/1xpmvf2/we_are_cooked_my_qfn_38_nvfp4_just_drew_a_dog/) -- lead source

### Pleasedonotescape.com: a dataset of sandboxes for AI coding agents

- Permalink: https://110010.art/d/cebbbdc382b742b9/
- Original: https://pleasedonotescape.com/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Pleasedonotescape.com: A dataset of sandboxes for AI coding agents

Coverage:
- Hacker News (AI) (2026-11-06): [Pleasedonotescape.com: A dataset of sandboxes for AI coding agents](https://news.ycombinator.com/item?id=50397594) -- lead source

### NousResearch/Arete-27B post-trained over Alibaba's Qwen3.8-27B to reinforce western values on a Chinese-trained model; Arete-27B released as an open-source alternative

- Permalink: https://110010.art/d/7c1c1df363a74825/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpmj33/nousresearcharete27b_hugging_face_qwen_finetune/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: NousResearch/Arete-27B · Hugging Face (Qwen finetune)
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Qwen](https://110010.art/tags/qwen/), [Alibaba](https://110010.art/tags/alibaba/)

https://huggingface.co/bartowski/NousResearch_Arete-27B-GGUF from NousResearch: Arete-27B We post-trained over Alibaba's Qwen3.8-27B to reinforce western values on a Chinese-trained model. We call this new model...

Coverage:
- r/LocalLLaMA (2026-11-06): [NousResearch/Arete-27B · Hugging Face (Qwen finetune)](https://www.reddit.com/r/LocalLLaMA/comments/1xpmj33/nousresearcharete27b_hugging_face_qwen_finetune/) -- lead source

### AI could impact mathematics research and practice; arXiv paper investigates the role of AI in mathematical problem solving

- Permalink: https://110010.art/d/7add265b97a941ca/
- Original: https://www.youtube.com/watch?v=WLYW6BPkkIk
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Will AI Kill Mathematics?

Coverage:
- Hacker News (AI) (2026-11-06): [Will AI Kill Mathematics?](https://news.ycombinator.com/item?id=50397506) -- lead source

### Mirage is a 22 MB vision model that runs scene descriptions, object detection, OCR, segmentation, spatial relations analysis, extractions, and decisions end-to-end on mobile devices.

- Permalink: https://110010.art/d/058c74f5827a4bcc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpm8mw/mirage_a_22_mb_visuallanguage_model_that_runs/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Mirage: A 22 MB visual-language model that runs scene descriptions + object detection + OCR + segmentation + spatial relations analysis + extractions + decisions, in a single pass.

Hey all, Henry from Cactus Compute here. We released Mirage, a small vision model for phones, wearables, robots and other consumer devices. Mirage runs scene descriptions, object detection, OCR, segmentation, spatial...

Coverage:
- r/LocalLLaMA (2026-11-06): [Mirage: A 22 MB visual-language model that runs scene descriptions + object detection + OCR + segmentation + spatial relations analysis + extractions + decisions, in a single pass.](https://www.reddit.com/r/LocalLLaMA/comments/1xpm8mw/mirage_a_22_mb_visuallanguage_model_that_runs/) -- lead source

### GoLand's profiler now works with AI agents; The JetBrains Blog reports the update

- Permalink: https://110010.art/d/b83f614853504dae/
- Original: https://blog.jetbrains.com/go/2026/11/06/we-gave-ai-agents-goland-s-profiler-they-found-the-same-bottlenecks-with-half-the-tokens/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: GoLand's Profiler Now Works with AI Agents – The JetBrains Blog

Coverage:
- Hacker News (AI) (2026-11-06): [GoLand's Profiler Now Works with AI Agents – The JetBrains Blog](https://news.ycombinator.com/item?id=50397346) -- lead source

### MIT weight editing tool shows fixes for obvious model flaws; practical but not revolutionary, per Opus 5.5 demonstrations

- Permalink: https://110010.art/d/b1b460aa57164228/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpls17/tried_the_weight_editing_thing_from_the_mit_post/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Tried the weight editing thing from the MIT post: Some cool applications, but nothing crazy
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/)

I took some models that had obvious flaws (prone to prompt injection, whisper hallucinating when silence, etc) and checked if Opus 5.5 can fix it by just editing weights.  It's very useful for patching a model that...

Coverage:
- r/LocalLLaMA (2026-11-06): [Tried the weight editing thing from the MIT post: Some cool applications, but nothing crazy](https://www.reddit.com/r/LocalLLaMA/comments/1xpls17/tried_the_weight_editing_thing_from_the_mit_post/) -- lead source

### AI could do my first job; not my last

- Permalink: https://110010.art/d/b0a9cfc853614127/
- Original: https://www.piie.com/blogs/realtime-economics/2026/ai-could-do-my-first-job-not-my-last
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Could Do My First Job. Not My Last

Coverage:
- Hacker News (AI) (2026-11-06): [AI Could Do My First Job. Not My Last](https://news.ycombinator.com/item?id=50396971) -- lead source

### So should we slow down AI?

- Permalink: https://110010.art/d/7dd04bd4cf0e4abf/
- Original: https://essaypod.com/essay/so-should-we-slow-down-or-stop-ai
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: So Should We Slow Down AI?

Coverage:
- Hacker News (AI) (2026-11-06): [So Should We Slow Down AI?](https://news.ycombinator.com/item?id=50396923) -- lead source

### AI made me look foolish, then I learned.

- Permalink: https://110010.art/d/f7588a3da44341f4/
- Original: https://nautil.us/ai-made-me-look-foolish-then-i-learned-1283376
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Made Me Look Foolish. Then I Learned

Coverage:
- Hacker News (AI) (2026-11-06): [AI Made Me Look Foolish. Then I Learned](https://news.ycombinator.com/item?id=50396919) -- lead source

### Auria Chain releases an SDK for AI agents to pay AI agents over HTTP (x402)

- Permalink: https://110010.art/d/509fe0226eba4f2a/
- Original: https://github.com/snowtech738-byte/auria-chain
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Auria Chain – SDK for AI agents to pay AI agents over HTTP (x402)

Coverage:
- Hacker News (AI) (2026-11-06): [Auria Chain – SDK for AI agents to pay AI agents over HTTP (x402)](https://news.ycombinator.com/item?id=50396890) -- lead source

### SoMarkAI OXR-1.0 turns PDFs and document images into agent-friendly data in Markdown or JSON with layout coordinates, using RSI post-training; 1.3B parameters rank #1 on olmOCR-Bench, OmniDocBench

- Permalink: https://110010.art/d/d6d83dc0834f468a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xplapb/somarkaioxr10_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: SoMarkAI/OXR-1.0 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Found this last month model while browsing Trending models of HF. I don't see any existing threads so posting.  OXR (Optical Everything Recognition) is an open-source model from the SoMark team. It turns PDFs and...

Coverage:
- r/LocalLLaMA (2026-11-06): [SoMarkAI/OXR-1.0 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xplapb/somarkaioxr10_hugging_face/) -- lead source

### Show HN: Makoda reuses Codex or Claude subscriptions as API

- Permalink: https://110010.art/d/c7b1e71e050c4cbf/
- Original: https://makoda.ai/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: Makoda: reuse your Codex or Claude subscriptions as API
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Makoda: reuse your Codex or Claude subscriptions as API](https://news.ycombinator.com/item?id=50396871) -- lead source

### CLI proxy reduces LLM token usage on dev commands by 60-90%

- Permalink: https://110010.art/d/a58a2d857286484f/
- Original: https://github.com/rtk-ai/rtk
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: CLI proxy that reduces LLM token consumption by 60-90% on dev commands

Coverage:
- Hacker News (AI) (2026-11-06): [CLI proxy that reduces LLM token consumption by 60-90% on dev commands](https://news.ycombinator.com/item?id=50396762) -- lead source

### Dot Com Bubble vs. AI Bubble: 2000 and 2026 compared

- Permalink: https://110010.art/d/326aa20c10e84d04/
- Original: https://aibubblemonitor.com/analysis/dot-com-bubble-vs-ai-bubble-data-comparison
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Dot Com Bubble vs. AI Bubble: 2000 and 2026 Compared

Coverage:
- Hacker News (AI) (2026-11-06): [Dot Com Bubble vs. AI Bubble: 2000 and 2026 Compared](https://news.ycombinator.com/item?id=50396619) -- lead source

### Lamplight: Lessons learned from building a local-first harness

- Permalink: https://110010.art/d/f54b2fcf64044d4b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpkqo2/lamplight_lessons_learned_from_building_a/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Lamplight - Lessons Learned from Building a Local-First Harness

Hi folks! I've been building my own local AI setup for a couple of years now. I've learned a ton from this sub and others like r/localllm, so it's time I tried to give something back. I promised myself I wouldn't...

Coverage:
- r/LocalLLaMA (2026-11-06): [Lamplight - Lessons Learned from Building a Local-First Harness](https://www.reddit.com/r/LocalLLaMA/comments/1xpkqo2/lamplight_lessons_learned_from_building_a/) -- lead source

### Google AI saved images folder in Google Gemini data breach; Google reports internal investigation findings

- Permalink: https://110010.art/d/1542f97c73344fb4/
- Original: https://gemini.google.com/app/cc764e4767796b9a
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Google AI Saved Images Folder – Google Gemini
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-06): [Google AI Saved Images Folder – Google Gemini](https://news.ycombinator.com/item?id=50396368) -- lead source

### AI photo editing: build on existing editors rather than replacing them

- Permalink: https://110010.art/d/e45b9e90c6f04aac/
- Original: https://editmamei.com/blog/ai-photo-editing-the-hard-way
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI photo editing: Build on the editors we have instead of replacing them

Coverage:
- Hacker News (AI) (2026-11-06): [AI photo editing: Build on the editors we have instead of replacing them](https://news.ycombinator.com/item?id=50396367) -- lead source

### We stress-tested AI spend limits under bursts and outages

- Permalink: https://110010.art/d/6853a6d6dde34d2c/
- Original: https://stipend-ai.com/blog/ai-spend-limits-tested/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [We stress-tested AI spend limits under bursts and outages](https://news.ycombinator.com/item?id=50396021) -- lead source

### MSI Vector 16 with Intel Core Ultra 9 and 5080 GPU; user advises against buying a Spark laptop

- Permalink: https://110010.art/d/de9292b02ade4441/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpjpbc/dont_buy_a_spark_laptop/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Dont buy a spark laptop.
- Tags: [Strix Halo](https://110010.art/tags/strix-halo/)

I've been frustrated for a while because I stupidly sold a strix halo box to get myself a laptop with thunderbolt 5 ports thinking i can plug my two egpus into it (which i can but thats not topic of this post and the...

Coverage:
- r/LocalLLaMA (2026-11-06): [Dont buy a spark laptop.](https://www.reddit.com/r/LocalLLaMA/comments/1xpjpbc/dont_buy_a_spark_laptop/) -- lead source

### Microsoft winds down Oracle deal to rent AI cloud capacity

- Permalink: https://110010.art/d/81cf5d409aa546fa/
- Original: https://www.reuters.com/business/microsoft-is-winding-down-oracle-deal-rent-ai-cloud-capacity-bloomberg-news-2026-11-06/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Microsoft is winding down Oracle deal to rent AI cloud capacity

Coverage:
- Hacker News (AI) (2026-11-06): [Microsoft is winding down Oracle deal to rent AI cloud capacity](https://news.ycombinator.com/item?id=50395933) -- lead source
- Hacker News (AI) (2026-11-09): [Microsoft Winding Down Oracle Deal to Rent AI Cloud Capacity](https://news.ycombinator.com/item?id=50433601)

### An AI rant

- Permalink: https://110010.art/d/52b2b89dbdac41d7/
- Original: https://carlhandellen.substack.com/p/an-ai-rant
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: An AI Rant

Coverage:
- Hacker News (AI) (2026-11-06): [An AI Rant](https://news.ycombinator.com/item?id=50395877) -- lead source

### Cooling significantly boosts performance: increasing fan speed from 6-8 to 17-20 gt/s yields higher throughput.

- Permalink: https://110010.art/d/9591e91e6597429e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpj21w/dont_underestimate_cooling_run_those_fans_68_gts/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Don't underestimate cooling - run those fans 6-8 gt/s -> 17-20 gt/s no other changes
- Tags: [Qwen](https://110010.art/tags/qwen/)

I historically get about 6-8 t/s on my MI50 on Qwen @ Q6 running local coding. Building a script that sets my fans all on 100% duty cycle (and much louder) bumps that immediately to like 12 t/s. Letting the machine...

Coverage:
- r/LocalLLaMA (2026-11-06): [Don't underestimate cooling - run those fans 6-8 gt/s -> 17-20 gt/s no other changes](https://www.reddit.com/r/LocalLLaMA/comments/1xpj21w/dont_underestimate_cooling_run_those_fans_68_gts/) -- lead source

### Self-hosted a realtime Ram Altman avatar locally on my VRAM; used an open source avatar framework called openspline

- Permalink: https://110010.art/d/db6dabc60aaa4e04/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpj034/selfhosted_a_realtime_ram_altman_avatar_locally/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Self-hosted a realtime Ram Altman avatar locally on my VRAM

PS: used an open source avatar framework called openspline    submitted by    /u/Mikasa0xdev   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Self-hosted a realtime Ram Altman avatar locally on my VRAM](https://www.reddit.com/r/LocalLLaMA/comments/1xpj034/selfhosted_a_realtime_ram_altman_avatar_locally/) -- lead source

### AI Product Team releases 64 specialized AI agent roles with executable CLI workflows

- Permalink: https://110010.art/d/962d5006ad6b4748/
- Original: https://github.com/3orionkings/ai-product-team
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Product Team – 64 specialized AI agent roles with executable CLI workflows

Coverage:
- Hacker News (AI) (2026-11-06): [AI Product Team – 64 specialized AI agent roles with executable CLI workflows](https://news.ycombinator.com/item?id=50395557) -- lead source

### Metr: independent assessment of AI R&D acceleration at Anthropic in October 2026

- Permalink: https://110010.art/d/2fd6fa07e9dc4478/
- Original: https://www.lesswrong.com/posts/N5AmYkRks5CqAxvBg/metr-independent-assessment-of-ai-r-and-d-acceleration-at
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: METR: Independent Assessment of AI R&D Acceleration at Anthropic in October 2026
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-06): [METR: Independent Assessment of AI R&D Acceleration at Anthropic in October 2026](https://news.ycombinator.com/item?id=50395550) -- lead source

### Stay ahead in AI race; build on next AI idea

- Permalink: https://110010.art/d/aa0191fc3a1342f9/
- Original: https://github.com/mukeshatnyc/dAIly
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Stay ahead in AI race; Build on next AI Idea

Coverage:
- Hacker News (AI) (2026-11-06): [Stay ahead in AI race; Build on next AI Idea](https://news.ycombinator.com/item?id=50395531) -- lead source

### Maritaca-ai releases S5-nano 4B as the best open-weights model in Brazil

- Permalink: https://110010.art/d/3b556ae871bc4cb2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpibxn/maritacaais5nano_4b_the_best_openweights_model_in/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: maritaca-ai/S5-nano 4B · the best open-weights model in Brazil

Repo: https://github.com/maritaca-ai/observatorio-maritaca benchmarks: https://maritaca-ai.github.io/observatorio-maritaca/#inicio?size=all&mode=all    submitted by    /u/ApprehensiveAd3629   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [maritaca-ai/S5-nano 4B · the best open-weights model in Brazil](https://www.reddit.com/r/LocalLLaMA/comments/1xpibxn/maritacaais5nano_4b_the_best_openweights_model_in/) -- lead source

### Can AI slop help us save the internet?

- Permalink: https://110010.art/d/1ac61b89162842c2/
- Original: https://news.spencer.place/p/can-ai-slop-help-us-save-the-internet
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Can AI slop help us save the internet?](https://news.ycombinator.com/item?id=50395124) -- lead source
- Hacker News (AI) (2026-11-08): [The internet has a human slop problem, and AI is exposing it](https://news.ycombinator.com/item?id=50410557)

### Show HN: AegisKernel – zero-trust POSIX runtime for AI agents in <0.016ms

- Permalink: https://110010.art/d/079fef05da184787/
- Original: https://adikshatriyag-crypto.github.io/aegis-kernel/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: AegisKernel – Zero-trust POSIX runtime for AI agents in <0.016ms

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: AegisKernel – Zero-trust POSIX runtime for AI agents in <0.016ms](https://news.ycombinator.com/item?id=50394991) -- lead source

### Ask HN: Can anyone run frontier AI models at usable speeds?

- Permalink: https://110010.art/d/81c3b0c193ff421f/
- Original: https://news.ycombinator.com/item?id=50394913
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Ask HN: Can anyone run frontier AI models at usable speeds?](https://news.ycombinator.com/item?id=50394913) -- lead source

### Anthropic IPO buyers see valuation as low as $1.1 trillion.

- Permalink: https://110010.art/d/d34eb379ddf84f10/
- Original: https://www.bloomberg.com/news/articles/2026-11-06/anthropic-ipo-valuation-expectations-pressured-after-ai-rout
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Anthropic IPO buyers see valuation as low as $1.1T
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-06): [Anthropic IPO buyers see valuation as low as $1.1T](https://news.ycombinator.com/item?id=50394906) -- lead source
- Hacker News (AI) (2026-11-08): [Anthropic's falling IPO valuation raises stakes for broader AI trade](https://news.ycombinator.com/item?id=50409414)

### Ripple 65B preview compared with Qwen 3.8 27B and Qwen 3.8 FN in benchmark results

- Permalink: https://110010.art/d/c62e37a1ce5b4f77/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xphi5w/ripple_65b_preview_vs_qwen_38_27b_vs_qwen_38/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Ripple 65B Preview vs Qwen 3.8 27B vs Qwen 3.8 Flash Next
- Tags: [Qwen](https://110010.art/tags/qwen/)

Benchmark Ripple 65B Qwen 3.8 27B Qwen 3.8 FN    Terminal Bench 2.1 80.5 73 Na   DeepSWE 1.1 44.3 42.2 58.7   SWEBench Pro* 79.1 61.7 62.5   *SWE Bench Pro is v2.0 Hard for Ripple, unknown version for Qwen.   ...

Coverage:
- r/LocalLLaMA (2026-11-06): [Ripple 65B Preview vs Qwen 3.8 27B vs Qwen 3.8 Flash Next](https://www.reddit.com/r/LocalLLaMA/comments/1xphi5w/ripple_65b_preview_vs_qwen_38_27b_vs_qwen_38/) -- lead source

### Nvidia tightens tracking of AI GPUs in Southeast Asia

- Permalink: https://110010.art/d/401a72a66716476b/
- Original: https://www.tomshardware.com/tech-industry/big-tech/nvidia-tightens-tracking-of-ai-gpus-in-southeast-asia-as-chinese-chip-smuggling-draws-scrutiny-report-claims-cloud-providers-must-join-monitoring-program-to-qualify-for-official-partner-status
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Nvidia Tightens Tracking of AI GPUs in Southeast Asia
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-11-06): [Nvidia Tightens Tracking of AI GPUs in Southeast Asia](https://news.ycombinator.com/item?id=50394613) -- lead source

### AI companies should own their metering, not the billing stack

- Permalink: https://110010.art/d/684588ccb9fa444c/
- Original: https://numeric.substack.com/p/ai-companies-should-own-their-metering
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [AI companies should own their metering, not the billing stack](https://news.ycombinator.com/item?id=50394603) -- lead source

### AI coding agent setups derived from 663 Hacker News comments

- Permalink: https://110010.art/d/070013a883a34037/
- Original: https://theainewsreport.com/2026-11-06-hn-agentic-setups-counted.html
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI coding agent setups from 663 Hacker News comments

Coverage:
- Hacker News (AI) (2026-11-06): [AI coding agent setups from 663 Hacker News comments](https://news.ycombinator.com/item?id=50394444) -- lead source
- Hacker News (AI) (2026-11-06): [Show HN: I asked HN about AI agentic setups, here are 750 of the comments mapped](https://news.ycombinator.com/item?id=50399637)

### AI agent can move money in Stripe

- Permalink: https://110010.art/d/194587adb69c4d6f/
- Original: https://stripe.dev/blog/your-ai-agent-can-move-money-in-stripe
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [AI agent can move money in Stripe](https://news.ycombinator.com/item?id=50394392) -- lead source

### Show HN: Infinity – Git-style branching for AI chats

- Permalink: https://110010.art/d/950f551245524df1/
- Original: https://infinitychat.app/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Infinity – Git-style branching for AI chats](https://news.ycombinator.com/item?id=50394379) -- lead source

### Coincidence, right?

- Permalink: https://110010.art/d/30a112e38aa2488d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpgsb3/coincidence_right/
- Source: r/LocalLLaMA
- Published: 2026-11-06

submitted by    /u/skeole   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Coincidence, right?](https://www.reddit.com/r/LocalLLaMA/comments/1xpgsb3/coincidence_right/) -- lead source

### SpaceX launches Google AI chips to orbit with Planet Labs satellites.

- Permalink: https://110010.art/d/4f36e8e414c5400f/
- Original: https://www.cnbc.com/2026/10/01/spacex-to-launch-google-ai-chips-to-orbit-with-planet-labs-satellites.html
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: SpaceX launched Google AI chips to orbit with Planet Labs satellites

Coverage:
- Hacker News (AI) (2026-11-06): [SpaceX launched Google AI chips to orbit with Planet Labs satellites](https://news.ycombinator.com/item?id=50393851) -- lead source

### moe-cache: LRFU/MQ-like hybrid cache, ClassLRU for llama.cpp improves decode and reduces uploads vs SLRU

- Permalink: https://110010.art/d/9abfa35eb0174ebb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpfvfz/moecache_lrfumqlike_hybrid_cache_classlru_by/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: moe-cache : LRFU/MQ-like hybrid cache, ClassLRU by sanmai · Pull Request #31233 · ggml-org/llama.cpp
- Tags: [Llama](https://110010.art/tags/llama/)

Replace SLRU with a cache that prioritizes frequently used experts in classes, ranked using decaying usage history. With a warm cache, I measured +6% decode on QFN and +7% on GLM versus SLRU, with 8% fewer uploads....

Coverage:
- r/LocalLLaMA (2026-11-06): [moe-cache : LRFU/MQ-like hybrid cache, ClassLRU by sanmai · Pull Request #31233 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xpfvfz/moecache_lrfumqlike_hybrid_cache_classlru_by/) -- lead source
- r/LocalLLaMA (2026-11-07): [llama_moe_cache: run missed experts on CPU, add tuning script by am17an · Pull Request #30966 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xqacka/llama_moe_cache_run_missed_experts_on_cpu_add/)

### Only today free language learning app with AI

- Permalink: https://110010.art/d/fb0787ab3a8b4cd7/
- Original: https://apps.apple.com/fr/app/habla-learn-spanish-fast/id6783860670
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Only today free language learning App with AI

Coverage:
- Hacker News (AI) (2026-11-06): [Only today free language learning App with AI](https://news.ycombinator.com/item?id=50393528) -- lead source

### Dual V100s sought for Qwen3.8 27b: user requests hard data on PP and TPS for high quants (q6–q8) with large context windows; aims to quantify speedup over MI60.

- Permalink: https://110010.art/d/0d7172e06642471d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpfjua/anyone_running_dual_v100s_trying_to_get_specifics/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Anyone running dual V100's? Trying to get *specifics* on PP and TPS for higher quant Qwen3.8 27b and having a tough time
- Tags: [Qwen](https://110010.art/tags/qwen/)

So I'm thinking of switching from my 32gb AMD MI60 to dual V100's (64gb VRAM total) and I've got 96gb of DDR5. My problem is I'm having a terrible time finding "hard data" on PP and TPS speeds on higher quants (q6...

Coverage:
- r/LocalLLaMA (2026-11-06): [Anyone running dual V100's? Trying to get *specifics* on PP and TPS for higher quant Qwen3.8 27b and having a tough time](https://www.reddit.com/r/LocalLLaMA/comments/1xpfjua/anyone_running_dual_v100s_trying_to_get_specifics/) -- lead source

### Oc-e-Non-v1 reduces Qwen3-4B-Instruct-2507's mean response length by 50% while aiming for more concise outputs.

- Permalink: https://110010.art/d/9fd32e7cd5864da4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpfhpm/ocenonv1_a_language_model_that_gets_to_the_fcking/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Oc-e-Non-v1: A language model that gets to the f*cking point
- Tags: [GPT-5](https://110010.art/tags/gpt-5/), [Qwen](https://110010.art/tags/qwen/)

Richard I of England was called "Oc-e-Non" (Yes and No in Occitan) by some of contemporaries, supposedly because he used few words. Wouldn't it be nice if LLMs followed his shining example? Oc-e-Non-v1 is a tersified...

Coverage:
- r/LocalLLaMA (2026-11-06): [Oc-e-Non-v1: A language model that gets to the f*cking point](https://www.reddit.com/r/LocalLLaMA/comments/1xpfhpm/ocenonv1_a_language_model_that_gets_to_the_fcking/) -- lead source

### Qwen Flash Next performance with different languages; user asks how German input affects quality and reasoning tokens compared to other languages

- Permalink: https://110010.art/d/e6f973f37d7a41d6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpfe1w/performance_experiences_with_different_languages/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: performance experiences with different languages for Qwen Flash Next
- Tags: [Qwen](https://110010.art/tags/qwen/)

hey, im using "swift 1.5 qwen 3.8 flash next gsq rco abliterated iq3xxs" and im wondering how the performance differs from language to language for that model (or similiar). Im mainly talking to it in german, so I...

Coverage:
- r/LocalLLaMA (2026-11-06): [performance experiences with different languages for Qwen Flash Next](https://www.reddit.com/r/LocalLLaMA/comments/1xpfe1w/performance_experiences_with_different_languages/) -- lead source

### Qwen Developers on X: “Qwhen? Qsoon!”; poster includes Chinese text for international audience

- Permalink: https://110010.art/d/93758e0cf3304cc9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpf8qy/qwen_developers_on_x_qwhen_qsoon_for_our_friends/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Qwen Developers on X: "Qwhen? Qsoon! For our friends outside China, the Chinese text in the poster comes from
- Tags: [Qwen](https://110010.art/tags/qwen/)

Qwhen? Qsoon!    submitted by    /u/Nota_ReAlperson   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Qwen Developers on X: "Qwhen? Qsoon! For our friends outside China, the Chinese text in the poster comes from](https://www.reddit.com/r/LocalLLaMA/comments/1xpf8qy/qwen_developers_on_x_qwhen_qsoon_for_our_friends/) -- lead source

### Show HN: Current – Change control for AI agents (Elixir)

- Permalink: https://110010.art/d/fc26717984ba4b6f/
- Original: https://github.com/santosh79/current
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Current – Change control for AI agents (Elixir)](https://news.ycombinator.com/item?id=50393255) -- lead source

### Descartes drew a line between humans and machines; AI is blurring it

- Permalink: https://110010.art/d/9054e73319b444cf/
- Original: https://bigthinkmedia.substack.com/p/ai-is-forcing-us-to-reckon-with-a
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Descartes drew a line between humans and machines. AI is blurring it

Coverage:
- Hacker News (AI) (2026-11-06): [Descartes drew a line between humans and machines. AI is blurring it](https://news.ycombinator.com/item?id=50393194) -- lead source

### AI in education – thinking with conditions

- Permalink: https://110010.art/d/7bbf0433a4064b14/
- Original: https://warwick.ac.uk/fac/cross_fac/cim/research/projects/ai-in-education/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI in Education – Thinking with Conditions

Coverage:
- Hacker News (AI) (2026-11-06): [AI in Education – Thinking with Conditions](https://news.ycombinator.com/item?id=50393143) -- lead source

### Show HN: EasyRunCraft – an office and creative suite for your AI agent

- Permalink: https://110010.art/d/118a720a1e9e4006/
- Original: https://easyruncraft.com/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: EasyRunCraft – An office and creative suite for your AI agent

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: EasyRunCraft – An office and creative suite for your AI agent](https://news.ycombinator.com/item?id=50393113) -- lead source

### Edge devices get attention as researchers explore small-model efficiency and edge-harnesses rather than large, costly models

- Permalink: https://110010.art/d/930287a14dd44aa4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpep2f/cry_of_the_edge_device/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Cry of the edge device
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/)

Greetings, everyone. Many people keep talking about very very large models that need the price of a car to run (Deepseek 4.1 Flash, Qwen Flash Next, and even Qwen3.8 27B. However, I do not see much appreciation and...

Coverage:
- r/LocalLLaMA (2026-11-06): [Cry of the edge device](https://www.reddit.com/r/LocalLLaMA/comments/1xpep2f/cry_of_the_edge_device/) -- lead source

### AI's Götterdämmerung; Food for Agile Thought #569

- Permalink: https://110010.art/d/f525e98c047442c4/
- Original: https://age-of-product.com/food-agile-thought-569-ai-goetterdaemmerung/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI's Götterdämmerung – Food for Agile Thought #569

Coverage:
- Hacker News (AI) (2026-11-06): [AI's Götterdämmerung – Food for Agile Thought #569](https://news.ycombinator.com/item?id=50392882) -- lead source

### Nace AI Research Lab releases 50-page technical report detailing Drex decision models, including training, evaluation, and post-training techniques like RLAF and confidence calibration

- Permalink: https://110010.art/d/2cf39fff7942413f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpeevv/r_first_paper_on_how_to_train_actual_sota/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: [R] First paper on how to train actual SOTA Decision Models ever: full playbook - architecture, datasets, training, evaluation, inference
- Tags: [Jev](https://110010.art/tags/jev/)

Nace AI Research Lab has just published a principled 50-page technical report detailing how their Drex decision models are built, trained, and evaluated. Their report is the first meaningful contribution in the...

Coverage:
- r/LocalLLaMA (2026-11-06): [[R] First paper on how to train actual SOTA Decision Models ever: full playbook - architecture, datasets, training, evaluation, inference](https://www.reddit.com/r/LocalLLaMA/comments/1xpeevv/r_first_paper_on_how_to_train_actual_sota/) -- lead source
- r/LocalLLaMA (2026-11-06): [AMA: How we trained a SOTA Decision model, got top 3 on OpenRouter & top on 5 ArtificalAnalysis: full playbook - arch, datasets, training, evals, inference](https://www.reddit.com/r/LocalLLaMA/comments/1xphq4u/ama_how_we_trained_a_sota_decision_model_got_top/)
- r/LocalLLaMA (2026-11-08): [Artificial Analysis: multimodal decision model Drex Max ranks #1. Both achieving SOTA and Pareto frontier.](https://www.reddit.com/r/LocalLLaMA/comments/1xr2rqk/artificial_analysis_multimodal_decision_model/)

### Hugging Face introduces harness adapters to train LoRA for specific harnesses and tasks

- Permalink: https://110010.art/d/4a9acacf579c41d6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpeee1/harness_adapters_lora_adapter_for_your_model_per/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Harness Adapters: LoRA adapter for your model per task per harness
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Hey folks! Aritra from Hugging Face here 🤗. We welcome "harness adapters". This means you can adapt (train LoRA) for your model for the specific harness that you would use (hermes, pi, opencode) on the task (data...

Coverage:
- r/LocalLLaMA (2026-11-06): [Harness Adapters: LoRA adapter for your model per task per harness](https://www.reddit.com/r/LocalLLaMA/comments/1xpeee1/harness_adapters_lora_adapter_for_your_model_per/) -- lead source

### Physical AI cannot learn from the internet; researchers build the worlds it learns from.

- Permalink: https://110010.art/d/bdc32780e128400d/
- Original: https://www.physicl.ai/insights/inside-studio
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Physical AI can't learn from the internet. We build the worlds it learns from

Coverage:
- Hacker News (AI) (2026-11-06): [Physical AI can't learn from the internet. We build the worlds it learns from](https://news.ycombinator.com/item?id=50392820) -- lead source

### The future of knowledge work with AI

- Permalink: https://110010.art/d/ae1466521b2e4b22/
- Original: https://www.noemamag.com/now-entering-the-era-of-bleh/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Future of Knowledge Work with AI

Coverage:
- Hacker News (AI) (2026-11-06): [The Future of Knowledge Work with AI](https://news.ycombinator.com/item?id=50392817) -- lead source

### Can avoiding AI become a constitutional right?

- Permalink: https://110010.art/d/b403df46e2874529/
- Original: https://read.misalignedmag.com/could-avoiding-ai-become-a-constitutional-right-9b037a874465
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Could Avoiding AI Become a Constitutional Right?

Coverage:
- Hacker News (AI) (2026-11-06): [Could Avoiding AI Become a Constitutional Right?](https://news.ycombinator.com/item?id=50392718) -- lead source

### Ask HN: AI isn't intelligent; what is intelligence?

- Permalink: https://110010.art/d/aa5c0bd8af784470/
- Original: https://news.ycombinator.com/item?id=50392695
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Ask HN: AI isn't intelligent :/ what is intelligence?

Coverage:
- Hacker News (AI) (2026-11-06): [Ask HN: AI isn't intelligent :/ what is intelligence?](https://news.ycombinator.com/item?id=50392695) -- lead source

### University libraries are being swarmed by AI bots, putting public access at risk

- Permalink: https://110010.art/d/e11f42c8fc1f4a6b/
- Original: https://www.cbc.ca/news/world/university-libraries-ai-data-scraping-bots-9.7408287
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [University libraries are being swarmed by AI bots, putting public access at risk](https://news.ycombinator.com/item?id=50392499) -- lead source

### AI recommends you and auto-generates blog posts

- Permalink: https://110010.art/d/a69ef553053243a3/
- Original: https://get-citable.com
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Citable – Get recommended by AI and create blog posts automatically

Coverage:
- Hacker News (AI) (2026-11-06): [Citable – Get recommended by AI and create blog posts automatically](https://news.ycombinator.com/item?id=50392431) -- lead source

### Trustworthy AI

- Permalink: https://110010.art/d/418d9d1959084af8/
- Original: https://timmykokke.com/blog/2026/2026-11-04-trustworthy-ai/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Trustworthy AI](https://news.ycombinator.com/item?id=50392430) -- lead source

### 0.1B model outperforms 8B embedding models in local RAG scenarios; user tests show feasibility on low-power hardware

- Permalink: https://110010.art/d/e03941be238e464f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpdk0i/a_01b_model_just_killed_8b_embedding_models_i/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: A 0.1B model just killed 8B embedding models... I tried it out.
- Tags: [Gemini](https://110010.art/tags/gemini/)

I bet you guys are familiar with embedding models such as Qwen3-Embedding or Gemini Embedding. They are dense embedding models used to search text across a large corpus. I am developing a RAG agent, and my biggest...

Coverage:
- r/LocalLLaMA (2026-11-06): [A 0.1B model just killed 8B embedding models... I tried it out.](https://www.reddit.com/r/LocalLLaMA/comments/1xpdk0i/a_01b_model_just_killed_8b_embedding_models_i/) -- lead source

### China weekend publishing pause; non-inference engine ready for the model, says source

- Permalink: https://110010.art/d/6340ad838f074995/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpdii9/22_pm_in_china/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: 22 PM in China....

https://preview.redd.it/ps12gkoi000i1.png?width=768&format=png&auto=webp&s=e899fa1caa58ddced3abbff4256395ff65c37fa2 they dont publish on week-end.... But the good part is that non inference engine is 100% ready for...

Coverage:
- r/LocalLLaMA (2026-11-06): [22 PM in China....](https://www.reddit.com/r/LocalLLaMA/comments/1xpdii9/22_pm_in_china/) -- lead source

### Show HN: Grid – a Hold'em arena where your AI agent plays your strategy (Beta)

- Permalink: https://110010.art/d/c7c598840e9a47a3/
- Original: https://penguinbase.com/game-install?game=192471728
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: Grid – A Hold'em arena where your AI agent plays your strategy (Beta)

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Grid – A Hold'em arena where your AI agent plays your strategy (Beta)](https://news.ycombinator.com/item?id=50392347) -- lead source

### The best-designed websites in AI. Hand-picked.

- Permalink: https://110010.art/d/4d3dce97e95645da/
- Original: https://token-gallery.netlify.app/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The best-designed websites in AI. Hand-picked

Coverage:
- Hacker News (AI) (2026-11-06): [The best-designed websites in AI. Hand-picked](https://news.ycombinator.com/item?id=50392220) -- lead source

### Taiwan activates market-stabilization measures to stem AI bleeding

- Permalink: https://110010.art/d/f29666649a7146af/
- Original: https://www.morningstar.com/news/dow-jones/202611064621/taiwan-activates-market-stabilization-measures-to-stem-ai-bleeding
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Taiwan Activates Market-Stabilization Measures to Stem AI Bleeding

Coverage:
- Hacker News (AI) (2026-11-06): [Taiwan Activates Market-Stabilization Measures to Stem AI Bleeding](https://news.ycombinator.com/item?id=50392087) -- lead source

### The AI sell-off compared to other S&P 500 stock market crashes

- Permalink: https://110010.art/d/70858327e9984f2a/
- Original: https://www.reddit.com/r/dataisbeautiful/comments/1xp9khz/oc_the_ai_selloff_compared_to_other_sp_500_stock/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [The AI sell-off compared to other S&P 500 stock market crashes](https://news.ycombinator.com/item?id=50392075) -- lead source
- Hacker News (AI) (2026-11-07): [The AI sell-off compared to well-known stock market crashes](https://news.ycombinator.com/item?id=50401029)

### The non-financial costs of AI

- Permalink: https://110010.art/d/8c099b99f175491d/
- Original: https://www.winstonhearn.com/wrote/2026/costs-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Non-Financial Costs of AI

Coverage:
- Hacker News (AI) (2026-11-06): [The Non-Financial Costs of AI](https://news.ycombinator.com/item?id=50392071) -- lead source

### Supermicro Super AI Station review: the AI server that doubles as a workstation

- Permalink: https://110010.art/d/d83b08ae942449d5/
- Original: https://www.servethehome.com/supermicro-super-ai-station-review-the-ai-server-that-doubles-as-a-workstation/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Supermicro Super AI Station Review: The AI Server That Doubles as a Workstation

Coverage:
- Hacker News (AI) (2026-11-06): [Supermicro Super AI Station Review: The AI Server That Doubles as a Workstation](https://news.ycombinator.com/item?id=50392049) -- lead source

### P-JiT 21K is a text-to-image model trained for longer sequences and post-trained with a variant of FDFO; Linum-AI/pjit-21k on Hugging Face

- Permalink: https://110010.art/d/bd9845cea24e4613/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpcpws/linumaipjit21k_hugging_face_a_texttoimage_model/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Linum-AI/pjit-21k · Hugging Face - A Text-to-Image Model Trained for $21K
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

P-JiT 21K is the P-JiT architecture trained for longer (610M samples at 512px, 50M at 1024px), then post-trained with a variant of FDFO.  GitHub : https://github.com/Linum-AI/pjit-21k Blog Post :...

Coverage:
- r/LocalLLaMA (2026-11-06): [Linum-AI/pjit-21k · Hugging Face - A Text-to-Image Model Trained for $21K](https://www.reddit.com/r/LocalLLaMA/comments/1xpcpws/linumaipjit21k_hugging_face_a_texttoimage_model/) -- lead source

### Baton keeps long coding goals moving across AI coding agents

- Permalink: https://110010.art/d/d8520ee51d4849d9/
- Original: https://github.com/cahian/baton
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Baton – Keep long coding goals moving across AI coding agents

Coverage:
- Hacker News (AI) (2026-11-06): [Baton – Keep long coding goals moving across AI coding agents](https://news.ycombinator.com/item?id=50392004) -- lead source

### Experts are being recruited to teach AI their professions

- Permalink: https://110010.art/d/83ec313621f74554/
- Original: https://seeglassbox.com/market/ai-professional-expertise
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Experts Being Recruited to Teach AI Their Professions

Coverage:
- Hacker News (AI) (2026-11-06): [The Experts Being Recruited to Teach AI Their Professions](https://news.ycombinator.com/item?id=50391998) -- lead source

### Qwen 4.5 and Qwen 5 to expand model scales; Anthropic model leak concerns rise

- Permalink: https://110010.art/d/59dd07672dbb4bad/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpcl6w/good_news_bad_news/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Good news bad news…
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Qwen](https://110010.art/tags/qwen/)

In the future, we will continue to push toward even larger scales, in the Qwen 4.5 and Qwen 5… Screen capture from the announcement that gave us the Qwen 4 sizes, shows we can expect more releases, but parameters...

Coverage:
- r/LocalLLaMA (2026-11-06): [Good news bad news…](https://www.reddit.com/r/LocalLLaMA/comments/1xpcl6w/good_news_bad_news/) -- lead source

### Everything I Wish I Knew About AI Inference Engineering [video]

- Permalink: https://110010.art/d/b71ac4fac9574a44/
- Original: https://www.youtube.com/watch?v=bn82CJfeYko
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Everything I Wish I Knew About AI Inference Engineering [video]](https://news.ycombinator.com/item?id=50391948) -- lead source

### Smooth outdoor-indoor mapping, JWT auth and AI analytics

- Permalink: https://110010.art/d/386d99a177a54816/
- Original: https://navigine.com/blog/product-release-roundup-next-gen-mobile-mapping-ai-analytics-and-platform-security/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Smooth Outdoor-Indoor Mapping, JWT Auth and AI Analytics

Coverage:
- Hacker News (AI) (2026-11-06): [Smooth Outdoor-Indoor Mapping, JWT Auth and AI Analytics](https://news.ycombinator.com/item?id=50391892) -- lead source

### Show HN: Antidraw – open-source AI prototyping canvas for any React library

- Permalink: https://110010.art/d/4deecfc54ba74022/
- Original: https://github.com/AntidrawHQ/antidraw
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: Antidraw – Open-source AI prototyping canvas for any React library

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Antidraw – Open-source AI prototyping canvas for any React library](https://news.ycombinator.com/item?id=50391875) -- lead source

### Nvidia fell 9.3%; is the AI data-center boom starting to crack?

- Permalink: https://110010.art/d/40af61c61f5a40d5/
- Original: https://oplexa.com/blogs/nvidia-stock-crash-ai-chip-selloff-november-2026/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Nvidia Crashed 9.3%. Is the AI Data-Center Boom Starting to Crack?
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-11-06): [Nvidia Crashed 9.3%. Is the AI Data-Center Boom Starting to Crack?](https://news.ycombinator.com/item?id=50391705) -- lead source

### Cross-platform frameworks are dead; AI killed them

- Permalink: https://110010.art/d/b64e05238f6f47fd/
- Original: https://www.werkbook.app/articles/cross-platform-frameworks-are-dead-ai-killed-them?locale=en
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Cross-platform frameworks are dead. AI killed them

Coverage:
- Hacker News (AI) (2026-11-06): [Cross-platform frameworks are dead. AI killed them](https://news.ycombinator.com/item?id=50391701) -- lead source

### Frontier quality at 1% of the cost: a production benchmark of LLM classifiers

- Permalink: https://110010.art/d/b33e3172f5e14d3d/
- Original: https://airbnb.tech/ai-ml/frontier-quality-at-1-of-the-cost-a-production-benchmark-of-llm-classifiers/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Frontier quality at 1% of the cost: a production benchmark of LLM classifiers](https://news.ycombinator.com/item?id=50391660) -- lead source

### Lowvram: a CLI tool to run large AI models on low-VRAM GPUs

- Permalink: https://110010.art/d/5e7ff97f7eff4bc8/
- Original: https://soarhen.com/how-run-ai-in-low-vram/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Lowvram: A CLI tool to run large AI models in low VRAM GPUs

Coverage:
- Hacker News (AI) (2026-11-06): [Lowvram: A CLI tool to run large AI models in low VRAM GPUs](https://news.ycombinator.com/item?id=50391571) -- lead source

### Qwen 4 stealth announces its arrival; corroboration: Qwen—the becoming begins

- Permalink: https://110010.art/d/961a0ef5353a4674/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpbjku/qwen_4_is_stealth_announced/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Qwen 4 is stealth announced
- Tags: [Qwen](https://110010.art/tags/qwen/)

https://x.com/Alibaba_Qwen/status/2118674834632978755?a=nkzlqosWXNqruaMWsVI&s=20    submitted by    /u/Bestlife73   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Qwen 4 is stealth announced](https://www.reddit.com/r/LocalLLaMA/comments/1xpbjku/qwen_4_is_stealth_announced/) -- lead source
- r/LocalLLaMA (2026-11-06): [Qwen - the becoming begins](https://www.reddit.com/r/LocalLLaMA/comments/1xpbjzi/qwen_the_becoming_begins/)
- r/LocalLLaMA (2026-11-08): [Qwen 4 3PM at Pekín time ?](https://www.reddit.com/r/LocalLLaMA/comments/1xr6k8t/qwen_4_3pm_at_pekín_time/)

### Vals AI finds a critical safety and alignment issue in recent models

- Permalink: https://110010.art/d/88dbed0370734ff2/
- Original: https://twitter.com/ValsAI/status/2118473836710760816
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Vals AI found a critical safety and alignment issue in recent models

Coverage:
- Hacker News (AI) (2026-11-06): [Vals AI found a critical safety and alignment issue in recent models](https://news.ycombinator.com/item?id=50391518) -- lead source

### Managing energy costs with wake-on-demand, solar, and idle-rig shutdowns

- Permalink: https://110010.art/d/bf64dda7a0cd41c4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpb3u3/managing_energy_costs_wakeondemand_solar/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Managing energy costs (wake-on-demand, solar)

What workflows does everyone implement to manage energy costs? Im considering implementing some things like turning my rig off when its idle, using wake on demand (IMPI management chip or wake-on-lan), buying a...

Coverage:
- r/LocalLLaMA (2026-11-06): [Managing energy costs (wake-on-demand, solar)](https://www.reddit.com/r/LocalLLaMA/comments/1xpb3u3/managing_energy_costs_wakeondemand_solar/) -- lead source

### 5070 Ti vs 2x48gb DDR5 RAM vs 2x24gb DDR5 RAM

- Permalink: https://110010.art/d/4e17aee5fcaf44cd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpb393/5070_ti_vs_2x48gb_ddr5_ram_vs_2x24gb_ddr5_ram/
- Source: r/LocalLLaMA
- Published: 2026-11-06

I’m trying to figure out what to upgrade first. I use the pc for hobby as well as work, work usually includes OCR batch jobs, quality assurance over scanning quality, extractions and so on, i use both online and...

Coverage:
- r/LocalLLaMA (2026-11-06): [5070 Ti vs 2x48gb DDR5 RAM vs 2x24gb DDR5 RAM](https://www.reddit.com/r/LocalLLaMA/comments/1xpb393/5070_ti_vs_2x48gb_ddr5_ram_vs_2x24gb_ddr5_ram/) -- lead source

### Cohere says AI is needed to produce more gas to power more AI.

- Permalink: https://110010.art/d/5dc58516c7e44533/
- Original: https://www.desmog.com/2026/11/04/ai-needed-to-produce-more-gas-to-power-more-ai-tech-firm-cohere-says/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Needed to Produce More Gas to Power More AI, Tech Firm Cohere Says
- Tags: [Cohere](https://110010.art/tags/cohere/)

Coverage:
- Hacker News (AI) (2026-11-06): [AI Needed to Produce More Gas to Power More AI, Tech Firm Cohere Says](https://news.ycombinator.com/item?id=50391269) -- lead source

### Launch a swarm of obliterated AI agents to hack your site

- Permalink: https://110010.art/d/8970cc0ab0084f7c/
- Original: https://mockhack.com
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Launch a swarm of obliterated AI agents to hack your site](https://news.ycombinator.com/item?id=50391195) -- lead source

### Markeplay launches online store platform with specialized AI agents

- Permalink: https://110010.art/d/ddc30f3d62c94363/
- Original: https://markeplay.channel.markedev.com/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Markeplay – Run an online store with specialized AI agents

Coverage:
- Hacker News (AI) (2026-11-06): [Markeplay – Run an online store with specialized AI agents](https://news.ycombinator.com/item?id=50391127) -- lead source

### Most AI apps learn about you on their own; exxperts learns with you

- Permalink: https://110010.art/d/6413ae98c4134717/
- Original: https://github.com/EXXETA/exxperts
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Most AI apps learn about you on their own. exxperts learns with you

Coverage:
- Hacker News (AI) (2026-11-06): [Most AI apps learn about you on their own. exxperts learns with you](https://news.ycombinator.com/item?id=50391098) -- lead source

### Has anyone tried using Qwen or other LLMs to directly edit ACE-Step weights?

- Permalink: https://110010.art/d/941f57ecadfb430d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xpaag5/has_anyone_tried_using_qwen_or_other_llms_to/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Tags: [Qwen](https://110010.art/tags/qwen/)

I'm curious whether anyone has experimented with using Qwen or other LLMs to directly analyze and modify ACE-Step model weights. I'm specifically interested in weight editing, rather than conventional fine-tuning or...

Coverage:
- r/LocalLLaMA (2026-11-06): [Has anyone tried using Qwen or other LLMs to directly edit ACE-Step weights?](https://www.reddit.com/r/LocalLLaMA/comments/1xpaag5/has_anyone_tried_using_qwen_or_other_llms_to/) -- lead source

### Tesla to axe Cybertruck as Musk shifts focus to robotics and AI

- Permalink: https://110010.art/d/ab92a3d1835f4bb1/
- Original: https://www.ft.com/content/8ec923a8-a581-4995-a92c-c08e16bf2e98
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Tesla to axe Cybertruck as Musk shifts focus to robotics and AI](https://news.ycombinator.com/item?id=50390828) -- lead source
- Hacker News (AI) (2026-11-06): [Tesla to wind down Cybertruck production as Elon Musk focuses on robotics and AI](https://news.ycombinator.com/item?id=50391890)

### The AI bubble lesson is coming; NYU professor Aswath Damodaran [video].

- Permalink: https://110010.art/d/00c19a02b421490a/
- Original: https://www.youtube.com/watch?v=dOIFazFlvlc
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: "The AI Bubble Lesson Is Coming" – NYU Professor Aswath Damodaran [video]

Coverage:
- Hacker News (AI) (2026-11-06): ["The AI Bubble Lesson Is Coming" – NYU Professor Aswath Damodaran [video]](https://news.ycombinator.com/item?id=50390785) -- lead source

### Tips for running two 5060 Ti GPUs: use a motherboard with all Gen4 lanes direct to CPU or PCIe bifurcation; use a separate low-profile GPU for system graphics

- Permalink: https://110010.art/d/1be692fa08a9445b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp9v5s/my_setup_for_2x_5060ti/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: My setup for 2x 5060TI

Over the last few months I've been switching harnesses and engines until I finally landed on something good. I started with LM Studio + the Copilot extension and ended up here, so here are some tips for anyone...

Coverage:
- r/LocalLLaMA (2026-11-06): [My setup for 2x 5060TI](https://www.reddit.com/r/LocalLLaMA/comments/1xp9v5s/my_setup_for_2x_5060ti/) -- lead source

### How will you invest now that the AI bubble is bursting?

- Permalink: https://110010.art/d/d7dbbce1dfaa4004/
- Original: https://news.ycombinator.com/item?id=50390678
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Ask HN: How will you invest now that the AI bubble is bursting?

Coverage:
- Hacker News (AI) (2026-11-06): [Ask HN: How will you invest now that the AI bubble is bursting?](https://news.ycombinator.com/item?id=50390678) -- lead source

### Open-source labs remove cybersecurity, reverse-engineering, and vulnerability-patching capabilities from Kimi K3.1 and Tencent’s Hy4 open-weight models

- Permalink: https://110010.art/d/c083715ac234491d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp9jt1/latest_opensource_labs_are_gutting_away/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Latest Open-Source Labs are gutting away cybersecurity and reverse-engineering capabilities
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Kimi K3.1 and Tencent’s Hy4 are both gutting out cybersecurity, reverse engineering, and vulnerability-patching capabilities from their open-source models. This is becoming a really bad pattern across these latest...

Coverage:
- r/LocalLLaMA (2026-11-06): [Latest Open-Source Labs are gutting away cybersecurity and reverse-engineering capabilities](https://www.reddit.com/r/LocalLLaMA/comments/1xp9jt1/latest_opensource_labs_are_gutting_away/) -- lead source

### Ask HN: Engineers focus using AI

- Permalink: https://110010.art/d/f493b0ef1f964a5a/
- Original: https://news.ycombinator.com/item?id=50390444
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Ask HN: Engineers Focus Using AI

Coverage:
- Hacker News (AI) (2026-11-06): [Ask HN: Engineers Focus Using AI](https://news.ycombinator.com/item?id=50390444) -- lead source

### We are building an AI design tool that skips the prompt

- Permalink: https://110010.art/d/4990f125c57e4d0b/
- Original: https://grafista.io/blog/posts/why-we-are-building-an-ai-design-tool-that-skips-the-prompt
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [We are building an AI design tool that skips the prompt](https://news.ycombinator.com/item?id=50390423) -- lead source

### Qwen4 will be released next week

- Permalink: https://110010.art/d/b88cacb9745c4874/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp8tad/breaking_qwen4_will_be/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: [BREAKING] Qwen4 will be
- Tags: [Qwen](https://110010.art/tags/qwen/)

released next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next week next...

Coverage:
- r/LocalLLaMA (2026-11-06): [[BREAKING] Qwen4 will be](https://www.reddit.com/r/LocalLLaMA/comments/1xp8tad/breaking_qwen4_will_be/) -- lead source

### CyberTiel35BA3B works on Blender rigging via MCP with 8GB VRAM and 16GB RAM; llama.cpp used

- Permalink: https://110010.art/d/139d6b2dcd664c52/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp8sjd/cybertiel35ba3b_working_on_blender_rigging_via/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: CyberTiel35BA3B working on Blender Rigging via MCP. 8GB VRAM, 16GB RAM. llama.cpp.
- Tags: [Llama](https://110010.art/tags/llama/), [Qwen](https://110010.art/tags/qwen/)

Not a native English speaker. Written with my own ten fingers, one finger is broken btw. Plz bare with me. I still love to write text myself. My PC is suck for AI works. That's all I have as a third world 3D modeler....

Coverage:
- r/LocalLLaMA (2026-11-06): [CyberTiel35BA3B working on Blender Rigging via MCP. 8GB VRAM, 16GB RAM. llama.cpp.](https://www.reddit.com/r/LocalLLaMA/comments/1xp8sjd/cybertiel35ba3b_working_on_blender_rigging_via/) -- lead source

### The Elephant-Goldfish Model plugin for spec-driven AI development

- Permalink: https://110010.art/d/49b388188b9e4079/
- Original: https://opensource.googleblog.com/2026/10/introducing-elephant-goldfish-model-plugin.html
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Elephant-Goldfish Model: scaling design-driven AI development

Coverage:
- Hacker News (AI) (2026-11-06): [The Elephant-Goldfish Model: scaling design-driven AI development](https://news.ycombinator.com/item?id=50390082) -- lead source

### Regulation prospects after the 2026 U.S. elections raise questions about impact on local AI software development and adoption

- Permalink: https://110010.art/d/459d0b6ec10d42e5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp8e3y/following_the_2026_us_elections_how_do_you_think/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Following the 2026 U.S. elections, how do you think potential regulations on AI would affect local AI software?

Democrats had huge wins in the 2026 midterm elections. That has caused tech stocks to plummet, as many candidates promised to regulate data centers and AI. What do you think this means for local AI in the United...

Coverage:
- r/LocalLLaMA (2026-11-06): [Following the 2026 U.S. elections, how do you think potential regulations on AI would affect local AI software?](https://www.reddit.com/r/LocalLLaMA/comments/1xp8e3y/following_the_2026_us_elections_how_do_you_think/) -- lead source

### AI for scientific discovery: how researchers use Claude

- Permalink: https://110010.art/d/5b70d02092f64f88/
- Original: https://www.anthropic.com/research/how-researchers-use-claude
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI for scientific discovery: How researchers use Claude
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-06): [AI for scientific discovery: How researchers use Claude](https://news.ycombinator.com/item?id=50389990) -- lead source

### Open-source tool uses Steam tag data to inspire game design ideas; runs fully in-browser with daily-updated catalog

- Permalink: https://110010.art/d/25381a20095d47ac/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp8dda/made_a_fun_tool_using_steam_tag_data_for_finding/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Made a fun tool using Steam tag data for finding game design ideas
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

Hey there ! Using a 100% local setup (Qwen3.8 FN + Strata + DeepSeek Harness on RX 9070XT + 64GB DDR4), I made a small open source tool to help with creativity for game dev using up-to-date Steam tag data. Everything...

Coverage:
- r/LocalLLaMA (2026-11-06): [Made a fun tool using Steam tag data for finding game design ideas](https://www.reddit.com/r/LocalLLaMA/comments/1xp8dda/made_a_fun_tool_using_steam_tag_data_for_finding/) -- lead source

### Democratic sweep could slow AI growth in the US and aid China’s ambitions.

- Permalink: https://110010.art/d/139f1aaf815e4b51/
- Original: https://www.scmp.com/tech/big-tech/article/3373295/how-democratic-sweep-could-slow-ai-growth-us-and-help-chinas-ambitions
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Democratic sweep could slow AI growth in US – and help China's ambitions

Coverage:
- Hacker News (AI) (2026-11-06): [Democratic sweep could slow AI growth in US – and help China's ambitions](https://news.ycombinator.com/item?id=50389944) -- lead source

### Asking questions to a 0.5b model is hilarious

- Permalink: https://110010.art/d/1ad8226f8453405b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp8as6/asking_questions_to_a_05b_model_is_hillarious/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Asking questions to a 0.5b model is hillarious

Yes IK it's supposed to be this dumb, but it's still funny (Qwen2 0.5b Q4_K_M)    submitted by    /u/Pro-editor-1105   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Asking questions to a 0.5b model is hillarious](https://www.reddit.com/r/LocalLLaMA/comments/1xp8as6/asking_questions_to_a_05b_model_is_hillarious/) -- lead source

### IDE extension helps users control AI-generated code

- Permalink: https://110010.art/d/c65dd86af19641d3/
- Original: https://github.com/roee030/pair-programming-with-ai
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: IDE extension that keeps me in control of AI-written code

Coverage:
- Hacker News (AI) (2026-11-06): [IDE extension that keeps me in control of AI-written code](https://news.ycombinator.com/item?id=50389791) -- lead source

### App Store 2026 in numbers: AI, pricing, abandoned apps

- Permalink: https://110010.art/d/cadb0ba279bd4806/
- Original: https://obelisk.club/research/app-store-2026
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [App Store 2026 in numbers: AI, pricing, abandoned apps](https://news.ycombinator.com/item?id=50389448) -- lead source

### AI agent has amnesia; mine keeps receipts

- Permalink: https://110010.art/d/a2c7e6c380d9468f/
- Original: https://prod.codes/blog/your-ai-agent-has-amnesia-mine-keeps-receipts/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI Agent Has Amnesia. Mine Keeps Receipts

Coverage:
- Hacker News (AI) (2026-11-06): [AI Agent Has Amnesia. Mine Keeps Receipts](https://news.ycombinator.com/item?id=50389384) -- lead source

### Danish ASR model pianissimo-da achieves SOTA status on KlangAI; published on Hugging Face with GGUF/ONNX/MLX/CoreML formats

- Permalink: https://110010.art/d/ba9333bf2dff42f3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp6p35/klangaipianissimoda_sota_danish_asr_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: KlangAI/pianissimo-da · SOTA · Danish ASR · Hugging Face · GGUF/ONNX/MLX/CoreML
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

submitted by    /u/jaugjaug   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [KlangAI/pianissimo-da · SOTA · Danish ASR · Hugging Face · GGUF/ONNX/MLX/CoreML](https://www.reddit.com/r/LocalLLaMA/comments/1xp6p35/klangaipianissimoda_sota_danish_asr_hugging_face/) -- lead source

### AI Bicep Heart

- Permalink: https://110010.art/d/16a6f87d3deb42e2/
- Original: https://www.aibicepheart.com
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [AI Bicep Heart](https://news.ycombinator.com/item?id=50389124) -- lead source

### I use AI to draft software docs

- Permalink: https://110010.art/d/ab3956fa109a4445/
- Original: https://ai-techwriter.com/best-practices/use-ai-to-draft-sw-docs/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [I use AI to draft software docs](https://news.ycombinator.com/item?id=50389097) -- lead source

### Fractal patterns reveal hidden limits to AI predictability.

- Permalink: https://110010.art/d/3f0ccfb08cb14958/
- Original: https://www.msn.com/en-us/science/mathematics/fractal-patterns-reveal-hidden-limits-to-ai-predictability/ar-AA2gOCep
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Fractal patterns reveal hidden limits to AI predictability

Coverage:
- Hacker News (AI) (2026-11-06): [Fractal patterns reveal hidden limits to AI predictability](https://news.ycombinator.com/item?id=50388985) -- lead source

### Show HN: Mantis AI agents browse the web as numbered text instead of screenshots

- Permalink: https://110010.art/d/8ea2d8e49ffb46ca/
- Original: https://github.com/perzianhq/mantis
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: Mantis – AI agents browse 36% faster than with Playwright MCP

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Mantis – AI agents browse 36% faster than with Playwright MCP](https://news.ycombinator.com/item?id=50388956) -- lead source

### AI is changing mathematics, but not how you think

- Permalink: https://110010.art/d/d81998d4fd7043ad/
- Original: https://www.npr.org/2026/11/04/nx-s1-6010471/ai-math-navier-stokes-mathematicians-openai
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI is changing mathematics – but not how you think

Coverage:
- Hacker News (AI) (2026-11-06): [AI is changing mathematics – but not how you think](https://news.ycombinator.com/item?id=50388872) -- lead source

### Taiwan stocks fall in steepest-ever drop, South Korea halts trading amid AI rout

- Permalink: https://110010.art/d/6a4a3299a7cc4551/
- Original: https://asia.nikkei.com/business/markets/taiwan-stocks-in-steepest-ever-fall-south-korea-halts-trading-amid-ai-rout
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Taiwan stocks in steepest-ever fall, South Korea halts trading amid AI rout

Coverage:
- Hacker News (AI) (2026-11-06): [Taiwan stocks in steepest-ever fall, South Korea halts trading amid AI rout](https://news.ycombinator.com/item?id=50388734) -- lead source

### Nikkei poised to enter bear market as AI selloff deepens

- Permalink: https://110010.art/d/6711a5e368624d62/
- Original: https://www.bloomberg.com/news/articles/2026-11-06/japan-s-nikkei-breaks-below-key-60-000-level-on-ai-selloff
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Japan's Nikkei Poised to Enter Bear Market as AI Selloff Deepens

Coverage:
- Hacker News (AI) (2026-11-06): [Japan's Nikkei Poised to Enter Bear Market as AI Selloff Deepens](https://news.ycombinator.com/item?id=50388598) -- lead source

### Show HN: Stitch.ai releases an all-in-one workspace with Stitchy the AI assistant

- Permalink: https://110010.art/d/5a88fa3cf7fa474f/
- Original: https://app.stitch.ai/auth/signup
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Show HN: Stitch.ai – New all-in-one workspace with Stitchy the AI assistant

Coverage:
- Hacker News (AI) (2026-11-06): [Show HN: Stitch.ai – New all-in-one workspace with Stitchy the AI assistant](https://news.ycombinator.com/item?id=50388519) -- lead source

### Researchers question the ingenuity of AI R&D.

- Permalink: https://110010.art/d/3e1162e858d149c8/
- Original: https://www.lesswrong.com/posts/DALNiKBjMGMF8grme/arjun-panickssery-s-shortform?commentId=fJtaHHHfx45tD7BSL
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: I struggle to believe that AI R&D is ingenious

Coverage:
- Hacker News (AI) (2026-11-06): [I struggle to believe that AI R&D is ingenious](https://news.ycombinator.com/item?id=50388513) -- lead source

### Bring Agentic Coding on-device with Foundry Local; 35-135% improvements (decode/tg) on 5090 & DGX Spark, and possibility to add to llama.cpp

- Permalink: https://110010.art/d/75fbac1e7a444bb8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp4lv5/bring_agentic_coding_ondevice_with_foundry_local/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: Bring Agentic Coding On-Device with Foundry Local
- Tags: [Llama](https://110010.art/tags/llama/)

35-135% improvements(decode/tg) on 5090 & DGX Spark. Is it possible to add this to llama.cpp?    submitted by    /u/pmttyji   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Bring Agentic Coding On-Device with Foundry Local](https://www.reddit.com/r/LocalLLaMA/comments/1xp4lv5/bring_agentic_coding_ondevice_with_foundry_local/) -- lead source

### How accurately did science fiction stories predict AI?

- Permalink: https://110010.art/d/de39f9a1344046cc/
- Original: https://jamesyu.org/science-fiction-predictions-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [How accurately did science fiction stories predict AI?](https://news.ycombinator.com/item?id=50388263) -- lead source

### AI and the future of the product role

- Permalink: https://110010.art/d/320650668bad4217/
- Original: https://www.svpg.com/ai-and-the-future-of-the-product-role/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: AI and the Future of the Product Role

Coverage:
- Hacker News (AI) (2026-11-06): [AI and the Future of the Product Role](https://news.ycombinator.com/item?id=50387948) -- lead source

### CMU faculty discuss AI, careers, and learning in a video titled Are We Cooked? CMU faculty on AI, Careers and Learning [video]

- Permalink: https://110010.art/d/db6af0bd929b4e32/
- Original: https://www.youtube.com/watch?v=U2DDKdUvq6k
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Are We Cooked? CMU Faculty on AI, Careers and Learning [video]

Coverage:
- Hacker News (AI) (2026-11-06): [Are We Cooked? CMU Faculty on AI, Careers and Learning [video]](https://news.ycombinator.com/item?id=50387940) -- lead source

### Meta warns midterm backlash threatens AI data centers

- Permalink: https://110010.art/d/3eb471083c394432/
- Original: https://epyhia.com/meta-warns-midterm-backlash-threatens-ai-data-centers-goldman-sees-45
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Meta Warns Midterm Backlash Threatens AI Data Centers
- Tags: [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-06): [Meta Warns Midterm Backlash Threatens AI Data Centers](https://news.ycombinator.com/item?id=50387927) -- lead source
- Hacker News (AI) (2026-11-06): [AI Companies Scramble to Navigate a World Hostile to Data Centers](https://news.ycombinator.com/item?id=50391339)

### Open AI Cellular: open platform for prototyping and testing AI-based 6G

- Permalink: https://110010.art/d/172687db2fb44769/
- Original: https://www.openaicellular.org
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Open AI Cellular: Open platform for prototyping and testing AI based 6G

Coverage:
- Hacker News (AI) (2026-11-06): [Open AI Cellular: Open platform for prototyping and testing AI based 6G](https://news.ycombinator.com/item?id=50387739) -- lead source

### Chinese-language framework targets AI infrastructure; researchers unveil approach to leverage native language tooling

- Permalink: https://110010.art/d/6957c4d8b3444aa3/
- Original: https://era.security/blog/greeter-flowise-ai-infrastructure-attack
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: You Had Me at "Hello": A Chinese‑Language Framework Targeting AI Infrastructure

Coverage:
- Hacker News (AI) (2026-11-06): [You Had Me at "Hello": A Chinese‑Language Framework Targeting AI Infrastructure](https://news.ycombinator.com/item?id=50387732) -- lead source

### Claude was faster and cheaper; we still chose the scenic route.

- Permalink: https://110010.art/d/48feb128ecc54995/
- Original: https://blog.grainulation.org/verify-then-vote/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Claude was faster and cheaper. We took the scenic route anyway
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-06): [Claude was faster and cheaper. We took the scenic route anyway](https://news.ycombinator.com/item?id=50387623) -- lead source

### Closed AI models dominate the price-performance frontier

- Permalink: https://110010.art/d/e63985fd3339482c/
- Original: https://village.dev/blog/closed-ai-models-now-dominate-the-price-performance-frontier/
- Source: Hacker News (AI)
- Published: 2026-11-06

Coverage:
- Hacker News (AI) (2026-11-06): [Closed AI models dominate the price-performance frontier](https://news.ycombinator.com/item?id=50387546) -- lead source

### Somebody creates an AI clone of Mark Brown's indie game [video].

- Permalink: https://110010.art/d/37aff986f3f745e3/
- Original: https://www.youtube.com/watch?v=8LMau1qXPYE
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Somebody made an AI clone of Mark Brown's indie game [video]

Coverage:
- Hacker News (AI) (2026-11-06): [Somebody made an AI clone of Mark Brown's indie game [video]](https://news.ycombinator.com/item?id=50387318) -- lead source

### The dangerous illusion of the two-week AI expert

- Permalink: https://110010.art/d/facd6345210e453e/
- Original: https://medcitynews.com/2026/11/the-dangerous-illusion-of-the-two-week-ai-expert-a-call-to-action-against-superficial-medical-education/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: The Dangerous Illusion of the "Two-Week AI Expert"

Coverage:
- Hacker News (AI) (2026-11-06): [The Dangerous Illusion of the "Two-Week AI Expert"](https://news.ycombinator.com/item?id=50387287) -- lead source

### Scarce positions of economic power gain from increasingly capable AI.

- Permalink: https://110010.art/d/ea141ffad22449c5/
- Original: https://commanding-heights.com/
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Scarce Positions of Economic Power Gain from Increasingly Capable AI

Coverage:
- Hacker News (AI) (2026-11-06): [Scarce Positions of Economic Power Gain from Increasingly Capable AI](https://news.ycombinator.com/item?id=50387087) -- lead source

### End-to-End desktop quantization workspace for LLMs supports loading Safetensors or Huggingface models, step-by-step conversions to GGUF, MLX, and ONNX, and publishing to Huggingface with a model card

- Permalink: https://110010.art/d/58761c650ee64567/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp01ck/endtoend_desktop_quantization_workspace_for_large/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: End-to-End Desktop Quantization workspace for Large Language Models: Load local Safetensors or Huggingface, Step-by-Step guided Conversions to GGUF, MLX, and ONNX, and Visualize Model Changes and quick publishing to huggingface with full model card.
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

This is a full quantization desktop workspace for large language models that supports GGUF, MLX, and ONNX. You can pick your own Safetensors model or choose one from Hugging Face, quantize it step by step, and watch...

Coverage:
- r/LocalLLaMA (2026-11-06): [End-to-End Desktop Quantization workspace for Large Language Models: Load local Safetensors or Huggingface, Step-by-Step guided Conversions to GGUF, MLX, and ONNX, and Visualize Model Changes and quick publishing to huggingface with full model card.](https://www.reddit.com/r/LocalLLaMA/comments/1xp01ck/endtoend_desktop_quantization_workspace_for_large/) -- lead source

### Server-side barge-in works in VoiceManager TTS/STT; demo and Python sample client released for voice chat with local LLMs, including echo cancellation and micro turn-taking

- Permalink: https://110010.art/d/d51b39d4c54e413e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xp00rz/i_got_server_side_barge_in_working_in/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: I got server side barge in working in VoiceManager TTS/STT, I'm stoked.

I'll release a new demo tomorrow but I had to post as this is kind of exciting. I tried using a layered approach with Tyger and VoxLock and it's working great. Including echo cancelling! There's a working python...

Coverage:
- r/LocalLLaMA (2026-11-06): [I got server side barge in working in VoiceManager TTS/STT, I'm stoked.](https://www.reddit.com/r/LocalLLaMA/comments/1xp00rz/i_got_server_side_barge_in_working_in/) -- lead source

### Axiom blocks AI agents from inventing limits your code never defined

- Permalink: https://110010.art/d/21b6e08d19424d3a/
- Original: https://github.com/axiom-csc/axiom-skill
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Axiom – blocks AI agents from inventing limits your code never defined

Coverage:
- Hacker News (AI) (2026-11-06): [Axiom – blocks AI agents from inventing limits your code never defined](https://news.ycombinator.com/item?id=50386839) -- lead source

### Nubank cuts AI agent update cycles from 3 weeks to under 5 days

- Permalink: https://110010.art/d/6b7fdf87e83e48f9/
- Original: https://arxiv.org/abs/2609.30137
- Source: Hacker News (AI)
- Published: 2026-11-06
- Original headline: Paper: Nubank cuts AI agent update cycles from 3 weeks to under 5 days

Coverage:
- Hacker News (AI) (2026-11-06): [Paper: Nubank cuts AI agent update cycles from 3 weeks to under 5 days](https://news.ycombinator.com/item?id=50386702) -- lead source

### Inkling 2 Small released

- Permalink: https://110010.art/d/c718457486c24cb8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoz01k/inkling_2_small_released/
- Source: r/LocalLLaMA (2 sources)
- Published: 2026-11-06
- Tags: [Thinking Machines Lab](https://110010.art/tags/thinking-machines-lab/)

submitted by    /u/spiwar   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [Inkling 2 Small released](https://www.reddit.com/r/LocalLLaMA/comments/1xoz01k/inkling_2_small_released/) -- lead source
- r/LocalLLaMA (2026-11-06): [Inkling 2 Small (594B-A17B) Announcement; Open Weights Releasing Next Week](https://www.reddit.com/r/LocalLLaMA/comments/1xoz0w4/inkling_2_small_594ba17b_announcement_open/)
- r/LocalLLaMA (2026-11-06): [Introducing Inkling 2 Small](https://www.reddit.com/r/LocalLLaMA/comments/1xp32od/introducing_inkling_2_small/)
- Hacker News (AI) (2026-11-06): [Inkling 2 Small: highest-scoring open weights model developed outside China](https://news.ycombinator.com/item?id=50388824)

### CPython 0-day vulnerabilities threaten the AI supply chain; researchers report that none of CPython, Jinja, or HuggingFace have fixed the issue yet.

- Permalink: https://110010.art/d/a663ec48de3048e9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoyr90/cpython_0day_vulnerabilities_threaten_the_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-06
- Original headline: CPython 0-Day Vulnerabilities Threaten the AI Supply Chain
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Vulnerability in cpython that neither cpython guys, jinja guys, or huggingface has fixed despite being informed.    submitted by    /u/Thrumpwart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-06): [CPython 0-Day Vulnerabilities Threaten the AI Supply Chain](https://www.reddit.com/r/LocalLLaMA/comments/1xoyr90/cpython_0day_vulnerabilities_threaten_the_ai/) -- lead source

### Qwen3.8-27B benchmark compares 6 inference engines, GGUF vs NInfer, 256k context, assessing speed and quality

- Permalink: https://110010.art/d/dd5db1b5ad674776/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoxx4a/qwen3827b_benchmark_6_inference_engines_gguf_vs/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Qwen3.8-27B Benchmark: 6 Inference Engines, GGUF vs NInfer, 256K Context — Comparing Both Speed AND Quality
- Tags: [Qwen](https://110010.art/tags/qwen/)

Most LLM inference benchmarks focus on tokens/sec or TTFT. But faster inference doesn't mean much if the output quality degrades, especially with aggressive quantization, speculative decoding, or very long contexts....

Coverage:
- r/LocalLLaMA (2026-11-05): [Qwen3.8-27B Benchmark: 6 Inference Engines, GGUF vs NInfer, 256K Context — Comparing Both Speed AND Quality](https://www.reddit.com/r/LocalLLaMA/comments/1xoxx4a/qwen3827b_benchmark_6_inference_engines_gguf_vs/) -- lead source
- r/LocalLLaMA (2026-11-06): [Qwen3.8 27b hitting 6,645 tok/s on prefill and 316 tok/s decode peak on Saber](https://www.reddit.com/r/LocalLLaMA/comments/1xpicjz/qwen38_27b_hitting_6645_toks_on_prefill_and_316/)

### Lab Canary rates AI labs on whether their staff can speak up.

- Permalink: https://110010.art/d/238490e299d54336/
- Original: https://labcanary.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Lab Canary – Rating AI labs on whether their staff can speak up

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Lab Canary – Rating AI labs on whether their staff can speak up](https://news.ycombinator.com/item?id=50386089) -- lead source

### Cuban: Facebook knowingly runs AI deepfake scam ads; docs show $16B fraud revenue

- Permalink: https://110010.art/d/7fc556d9bae94d52/
- Original: https://finance.yahoo.com/technology/ai/articles/mark-cuban-says-facebook-knowingly-213000020.html
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Cuban: Facebook knowingly runs AI deepfake scam ads; docs say $16B fraud revenue

Coverage:
- Hacker News (AI) (2026-11-05): [Cuban: Facebook knowingly runs AI deepfake scam ads; docs say $16B fraud revenue](https://news.ycombinator.com/item?id=50385870) -- lead source

### Show HN: Open-world text adventure played through AI agents

- Permalink: https://110010.art/d/599cc8a8bbd0465d/
- Original: https://eremoterra.com/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Open-world text adventure played through AI agents](https://news.ycombinator.com/item?id=50385803) -- lead source

### The Sweet Spot: How One Brain and Micro-Adapters Could Save OpenAI

- Permalink: https://110010.art/d/3dac08b99bb44a94/
- Original: https://operator0x.com/field-notes/smaller-memory-bill/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Sweet Spot: How One Brain and Thousands of Micro-Adapters Could Save Open AI

Coverage:
- Hacker News (AI) (2026-11-05): [The Sweet Spot: How One Brain and Thousands of Micro-Adapters Could Save Open AI](https://news.ycombinator.com/item?id=50385790) -- lead source

### Post-AI computer science

- Permalink: https://110010.art/d/6257dd86ec214422/
- Original: https://thingspool.net/shards-of-sanity/list.html
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Post-AI Computer Science

Coverage:
- Hacker News (AI) (2026-11-05): [Post-AI Computer Science](https://news.ycombinator.com/item?id=50385775) -- lead source
- Hacker News (AI) (2026-11-07): [Post-AI Computer Science – Volume 4](https://news.ycombinator.com/item?id=50404332)

### Thursday's $3T tech sell-off and its implications for AI product builders

- Permalink: https://110010.art/d/b9900da903c0446b/
- Original: https://vithushansylvester.com/writing/the-3-trillion-thursday
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Thursday's $3T tech sell-off, and what it means if you build AI products

Coverage:
- Hacker News (AI) (2026-11-05): [Thursday's $3T tech sell-off, and what it means if you build AI products](https://news.ycombinator.com/item?id=50385764) -- lead source

### What the F**k has AI done?

- Permalink: https://110010.art/d/a07b7b9467aa40f5/
- Original: https://whathasaidone.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: What the F**k Has AI Done?

Coverage:
- Hacker News (AI) (2026-11-05): [What the F**k Has AI Done?](https://news.ycombinator.com/item?id=50385754) -- lead source

### Why working with AI agents is so tiring (and what to do about it) – Tech, work, and what comes next

- Permalink: https://110010.art/d/3e6bc454f9614735/
- Original: https://constantin.glez.de/posts/2026-07-16-why-working-with-ai-agents-is-so-tiring-and-what-to-do-about-it/
- Source: Lobsters (AI)
- Published: 2026-11-05

Comments

Coverage:
- Lobsters (AI) (2026-11-05): [Why working with AI agents is so tiring (and what to do about it) – Tech, work, and what comes next](https://constantin.glez.de/posts/2026-07-16-why-working-with-ai-agents-is-so-tiring-and-what-to-do-about-it/) -- lead source

### China plans broad AI guardrails after global security lapses

- Permalink: https://110010.art/d/f1e5426fc47c45d2/
- Original: https://www.bloomberg.com/news/articles/2026-11-03/china-plans-broad-ai-guardrails-after-global-security-lapses
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: China Plans Broad AI Guardrails After Global Security Lapses

Coverage:
- Hacker News (AI) (2026-11-05): [China Plans Broad AI Guardrails After Global Security Lapses](https://news.ycombinator.com/item?id=50385439) -- lead source

### AgentSight enables system-wide AI agent profiling and monitoring using eBPF

- Permalink: https://110010.art/d/dd9ef9e6ab954c30/
- Original: https://eunomia.dev/agentsight/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AgentSight: System-wide AI agent profiling and monitoring with eBPF

Coverage:
- Hacker News (AI) (2026-11-05): [AgentSight: System-wide AI agent profiling and monitoring with eBPF](https://news.ycombinator.com/item?id=50385391) -- lead source

### CUDA hour is late; who made the R9700 this fast?

- Permalink: https://110010.art/d/ab06121f6f2141dc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xow94y/level1techs_the_cuda_hour_is_late_also_who_made/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Level1Techs - The CUDA hour is Late. Also, Who Made the R9700 this fast?
- Tags: [CUDA](https://110010.art/tags/cuda/)

submitted by    /u/Thrumpwart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-05): [Level1Techs - The CUDA hour is Late. Also, Who Made the R9700 this fast?](https://www.reddit.com/r/LocalLLaMA/comments/1xow94y/level1techs_the_cuda_hour_is_late_also_who_made/) -- lead source

### In the age of agentic AI, do you still pair program?

- Permalink: https://110010.art/d/17800f8a9d88403c/
- Original: https://news.ycombinator.com/item?id=50385171
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: In the age of agentic AI, do you still pair program?

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: In the age of agentic AI, do you still pair program?](https://news.ycombinator.com/item?id=50385171) -- lead source

### RAM prices may drop this holiday season, according to user-reported signals

- Permalink: https://110010.art/d/2a96be8124fe4733/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xovnaa/maybe_well_get_cheap_ram_for_christmas_after_all/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Maybe we'll get cheap RAM for Christmas after all!

submitted by    /u/keepthepace   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-05): [Maybe we'll get cheap RAM for Christmas after all!](https://www.reddit.com/r/LocalLLaMA/comments/1xovnaa/maybe_well_get_cheap_ram_for_christmas_after_all/) -- lead source

### The cost of AI code shows up 30 days later.

- Permalink: https://110010.art/d/a94f0657d196465f/
- Original: https://cacm.acm.org/blogcacm/the-real-cost-of-ai-code-shows-up-30-days-later/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Cost of AI Code Shows Up 30 Days Later

Coverage:
- Hacker News (AI) (2026-11-05): [The Cost of AI Code Shows Up 30 Days Later](https://news.ycombinator.com/item?id=50384803) -- lead source

### How much economic value do AI systems produce per unit of energy?

- Permalink: https://110010.art/d/81724f35047f4de3/
- Original: https://arxiv.org/abs/2610.30858
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Joules-to-GDP: How Much Economic Value Do AI Systems Produce per Unit of Energy?

Coverage:
- Hacker News (AI) (2026-11-05): [Joules-to-GDP: How Much Economic Value Do AI Systems Produce per Unit of Energy?](https://news.ycombinator.com/item?id=50384785) -- lead source

### VSL Performer: AI-generated orchestral tracks

- Permalink: https://110010.art/d/cf58c382c44a4970/
- Original: https://performer.vsl.co.at:443/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: VSL Performer (AI generated orchestral tracks)

Coverage:
- Hacker News (AI) (2026-11-05): [VSL Performer (AI generated orchestral tracks)](https://news.ycombinator.com/item?id=50384740) -- lead source

### AI finds security bugs faster than they get fixed; should the 90-day rule change?

- Permalink: https://110010.art/d/71f08d037b534a70/
- Original: https://www.reasond.de/topics/6aebd8cc093b9d870af823b9
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI finds security bugs faster than they get fixed. Should the 90day rule change?

Coverage:
- Hacker News (AI) (2026-11-05): [AI finds security bugs faster than they get fixed. Should the 90day rule change?](https://news.ycombinator.com/item?id=50384488) -- lead source

### Lawyer with too many GPUs runs DeepSeek-V4.1-Flash on eight V100s; 200+ tok/s on code, ~110 on legal writing, 2,200 tok/s prefill at 128K, 524K context, all weights in VRAM

- Permalink: https://110010.art/d/de1b612d9964480b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoubyo/lawyer_with_too_many_gpus_part_4_deepseekv41flash/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Lawyer with too many GPUs, part 4: DeepSeek-V4.1-Flash on eight V100s from 2018. 200+ tok/s on code, ~110 on legal writing, 2,200 tok/s prefill at 128K, 524K context, every weight in VRAM
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

fuck you sam altman. i am keeping my spare capacity.  Update from the lawyer with the V100 server. Three days ago I got excited and posted DeepSeek-V4.1-Flash on four V100s at 36-38 tok/s, before I had done my custom...

Coverage:
- r/LocalLLaMA (2026-11-05): [Lawyer with too many GPUs, part 4: DeepSeek-V4.1-Flash on eight V100s from 2018. 200+ tok/s on code, ~110 on legal writing, 2,200 tok/s prefill at 128K, 524K context, every weight in VRAM](https://www.reddit.com/r/LocalLLaMA/comments/1xoubyo/lawyer_with_too_many_gpus_part_4_deepseekv41flash/) -- lead source

### AI SRE teammate

- Permalink: https://110010.art/d/4f78f0da373b4738/
- Original: https://www.xurrent.com/incident-management-response/ai-sre
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI SRE Teammate

Coverage:
- Hacker News (AI) (2026-11-05): [AI SRE Teammate](https://news.ycombinator.com/item?id=50384408) -- lead source

### Show HN: Agentshield zero-leak kernel sandbox and secret defense for AI coding

- Permalink: https://110010.art/d/442ca049996e42fb/
- Original: https://ritualdev.in/agentshield/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Agentshield Zero-leak kernel sandbox and secret defense for AI coding

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Agentshield Zero-leak kernel sandbox and secret defense for AI coding](https://news.ycombinator.com/item?id=50384401) -- lead source

### Show HN: Hand your markdown tasks to Claude Code from a Kanban board

- Permalink: https://110010.art/d/43c490c8213c4083/
- Original: https://blog.etherpk.com/hand-your-markdown-tasks-to-claude-code-from-a-kanban-board
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Hand Your Markdown Tasks to Claude Code from a Kanban Board
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Hand Your Markdown Tasks to Claude Code from a Kanban Board](https://news.ycombinator.com/item?id=50384357) -- lead source

### Tiny TTS model improvements: edit model weights directly to add inline emotion and sound tags without retraining

- Permalink: https://110010.art/d/f2308e55ff0c42cb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xou096/i_fixed_my_tiny_tts_by_editing_the_weights/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: I fixed my tiny TTS by editing the weights directly, no retraining

I'm building Silencio-2, a small finetune of Kyutai's Pocket TTS. It adds inline tags for emotions (<happy>, <sad>, <angry>, <fear>, <surprised>, <whisper>) and for sounds like [laugh]. I simply didn't have enough...

Coverage:
- r/LocalLLaMA (2026-11-05): [I fixed my tiny TTS by editing the weights directly, no retraining](https://www.reddit.com/r/LocalLLaMA/comments/1xou096/i_fixed_my_tiny_tts_by_editing_the_weights/) -- lead source

### Could AI give NFTs a second chance?

- Permalink: https://110010.art/d/1d0b98eb29e14d7f/
- Original: https://www.dw.com/en/could-ai-give-nfts-a-second-chance/a-79840593
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Could AI give NFTs a second chance?](https://news.ycombinator.com/item?id=50384282) -- lead source

### Z.ai says GLM 5.5 built on 1T web pages

- Permalink: https://110010.art/d/9d8006771ea449c7/
- Original: https://twitter.com/bebuu_ai/status/2118052769856888892
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Z.ai says GLM 5.5 built on 1T web pages](https://news.ycombinator.com/item?id=50384093) -- lead source

### Tencent launches Hy4, an open-source AI model edge in leading tier.

- Permalink: https://110010.art/d/32586eeec60e41b9/
- Original: https://www.tencent.com/tencent-launches-hy4-joining-the-ranks-of-the-worlds-leading-open-source-ai-models/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Tencent Launches Hy4, One of the Leading Open-Source AI Models

Coverage:
- Hacker News (AI) (2026-11-05): [Tencent Launches Hy4, One of the Leading Open-Source AI Models](https://news.ycombinator.com/item?id=50383963) -- lead source

### OrcaCyber-Nano-1.0 praised as a top finetune with strong Bash command chain performance and resilience comparable to base Qwen 3

- Permalink: https://110010.art/d/a5309500056442d1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xosw1w/appreciation_post_for_orcacybernano10/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Appreciation post for OrcaCyber-Nano-1.0
- Tags: [Qwen](https://110010.art/tags/qwen/)

I haven't see anyone post about this gem of a finetune. So I wanted to appreciate the team and bring some attention to it. OrcaCyber-Nano-1.0 for me is the best finetune I have used so far. I have tried quite a few...

Coverage:
- r/LocalLLaMA (2026-11-05): [Appreciation post for OrcaCyber-Nano-1.0](https://www.reddit.com/r/LocalLLaMA/comments/1xosw1w/appreciation_post_for_orcacybernano10/) -- lead source

### Z.ai reveals the training pipeline for GLM-5.5 (32B, 122B, 256B).

- Permalink: https://110010.art/d/00482f62a30c49ec/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xossr5/zai_chief_scientist_jie_tang_just_revealed_the/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Z.ai chief scientist Jie Tang just revealed the training pipeline behind the upcoming GLM-5.5 (32B, 122B, and 256B)

Smaller GLM models are coming! GLM 5.5 will have a 32B model!    submitted by    /u/wapswaps   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-05): [Z.ai chief scientist Jie Tang just revealed the training pipeline behind the upcoming GLM-5.5 (32B, 122B, and 256B)](https://www.reddit.com/r/LocalLLaMA/comments/1xossr5/zai_chief_scientist_jie_tang_just_revealed_the/) -- lead source

### Wipeout for AI stocks sends Wall Street reeling as the S&P 500 falls more than 3%

- Permalink: https://110010.art/d/a93a05eec52649b3/
- Original: https://apnews.com/article/stocks-markets-ai-midterm-oil-trump-7ee9c212805aa5e70cf34d25aab7a36e
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Wipeout for AI stocks sends Wall Street reeling and S&P 500 tumbles more than 3%

Coverage:
- Hacker News (AI) (2026-11-05): [Wipeout for AI stocks sends Wall Street reeling and S&P 500 tumbles more than 3%](https://news.ycombinator.com/item?id=50383675) -- lead source

### AI makes building easy; failing first is the hard part

- Permalink: https://110010.art/d/5905d25cb25c4943/
- Original: https://brian.biz/blog/fail-fast-fail-often/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI Makes Building Easy. Failing First Is the Hard Part

Coverage:
- Hacker News (AI) (2026-11-05): [AI Makes Building Easy. Failing First Is the Hard Part](https://news.ycombinator.com/item?id=50383138) -- lead source

### Let AI debug DynamoDB without exposing AWS credentials

- Permalink: https://110010.art/d/8c1ddc689d584c1f/
- Original: https://www.stackbuilders.com/insights/let-ai-debug-dynamodb-without-giving-it-your-aws-credentials/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Let AI Debug DynamoDB Without Giving It Your AWS Credentials

Coverage:
- Hacker News (AI) (2026-11-05): [Let AI Debug DynamoDB Without Giving It Your AWS Credentials](https://news.ycombinator.com/item?id=50383108) -- lead source

### Megatron-LM runbook guides MoE training steps from hardware setup to single-node training and router design details

- Permalink: https://110010.art/d/c08a42b3f1f44fb7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xor5nr/the_ultimate_moe_training_handbook_training/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: The Ultimate MoE Training Handbook: training Mixture-of-Experts models with Megatron-LM, setting by setting.

This handbook is for people who have trained a dense model and want to train an MoE next, or who are curious how MoE training works. Chapter 2 is a Megatron-LM runbook: test the hardware, build the image, train a...

Coverage:
- r/LocalLLaMA (2026-11-05): [The Ultimate MoE Training Handbook: training Mixture-of-Experts models with Megatron-LM, setting by setting.](https://www.reddit.com/r/LocalLLaMA/comments/1xor5nr/the_ultimate_moe_training_handbook_training/) -- lead source

### Kojima says AI lacks what makes the creative process fun

- Permalink: https://110010.art/d/19e58fab6ce94db9/
- Original: https://automaton-media.com/en/news/hideo-kojima-says-ai-lacks-what-makes-the-creative-process-fun-despite-its-efficiency-its-not-a-form-of-creation-i-find-particularly-interesting/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Hideo Kojima says AI lacks what makes the creative process fun

Coverage:
- Hacker News (AI) (2026-11-05): [Hideo Kojima says AI lacks what makes the creative process fun](https://news.ycombinator.com/item?id=50382972) -- lead source

### Show HN: Tokenome – code provenance for AI-assisted work, on your machine

- Permalink: https://110010.art/d/667f1333fe554eee/
- Original: https://tokenome.ai/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Tokenome – code provenance for AI-assisted work, on your machine](https://news.ycombinator.com/item?id=50382892) -- lead source

### Benefits of performance testing with AI-generated synthetic data

- Permalink: https://110010.art/d/f9d0fd45c2a648b1/
- Original: https://cookbooks.datacebo.com/cookbook/real_vs_synthetic_vs_fake_data/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Benefits of Performance Testing with AI-Generated Synthetic Data

Coverage:
- Hacker News (AI) (2026-11-05): [Benefits of Performance Testing with AI-Generated Synthetic Data](https://news.ycombinator.com/item?id=50382872) -- lead source

### Deepseek fixes HDMI display issues; user reports slower results with Qwen 3.8 flash and describes hardware and throughput details

- Permalink: https://110010.art/d/3820deb9774d4848/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoql51/deepseek_fixed_my_hdmi_display_show_case/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Deepseek fixed my HDMI display show case
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

I gave Qwen 3.8 flash next 2 times it failed and took long time to conclude the result, DeepSeek took around 15 minutes to get the job done Hardware Ram ddr4 128GB RTX 3080 20GB VRAM 4x Engine strata Model...

Coverage:
- r/LocalLLaMA (2026-11-05): [Deepseek fixed my HDMI display show case](https://www.reddit.com/r/LocalLLaMA/comments/1xoql51/deepseek_fixed_my_hdmi_display_show_case/) -- lead source
- r/LocalLLaMA (2026-11-07): [Betelgeuse running DeepSeek V4.1 Flash Q8_XL (1017) at 19 tok/s decode & 62 tok/s prefill on an RTX 3060 12GB + 16GB RAM: How we finally fixed the prefill bottleneck on out-of-core MoEs](https://www.reddit.com/r/LocalLLaMA/comments/1xqfekg/betelgeuse_running_deepseek_v41_flash_q8_xl_1017/)

### Show HN: Is Android ready for AI agents? What broke in 3324 actions on 45 phones

- Permalink: https://110010.art/d/2de57985d59a4619/
- Original: https://getopposable.com/blog/how-ready-is-android-for-ai-agents
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Is Android ready for AI agents? What broke in 3324 actions on 45 phones](https://news.ycombinator.com/item?id=50382696) -- lead source

### An AI chief of staff runs on governed context with agents and tasks [video]

- Permalink: https://110010.art/d/ab863b6bbd044dc8/
- Original: https://www.youtube.com/watch?v=EGF3A7RRGHo
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: An AI chief of staff running on governed context, with agents and tasks [video]

Coverage:
- Hacker News (AI) (2026-11-05): [An AI chief of staff running on governed context, with agents and tasks [video]](https://news.ycombinator.com/item?id=50382675) -- lead source

### Stocks fall as midterm results drive AI equities into a tailspin

- Permalink: https://110010.art/d/e856c8ff8b3c4a16/
- Original: https://www.cnn.com/2026/11/05/investing/tech-heavy-nasdaq-plunges
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Stocks plunge as midterm results send AI trade into a tailspin

Coverage:
- Hacker News (AI) (2026-11-05): [Stocks plunge as midterm results send AI trade into a tailspin](https://news.ycombinator.com/item?id=50382647) -- lead source
- Hacker News (AI) (2026-11-05): [Shares in Musk's SpaceX plunge as tech and AI stocks fall](https://news.ycombinator.com/item?id=50383580)
- Hacker News (AI) (2026-11-06): [Global stocks tumble as AI panic grips markets after Democrats' midterm success](https://news.ycombinator.com/item?id=50389401)

### Redditor uses AI to run Switch games natively on Apple TV

- Permalink: https://110010.art/d/78621e0f00da4e0a/
- Original: https://www.engadget.com/2306727/redditor-uses-ai-to-get-switch-games-running-natively-on-apple-tv/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Redditor uses AI to get Switch games running natively on Apple TV

Coverage:
- Hacker News (AI) (2026-11-05): [Redditor uses AI to get Switch games running natively on Apple TV](https://news.ycombinator.com/item?id=50382581) -- lead source

### Show HN: GPT-Live and GPT-Realtime explain arch trade-offs behind continuous voice AI

- Permalink: https://110010.art/d/29c9f8cfcaa44e69/
- Original: https://agentunicorn.ai/research/gpt-live-voice-ai-tradeoffs
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: GPT-Live and GPT-Realtime: Arch Trade-Offs Behind Continuous Voice AI

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: GPT-Live and GPT-Realtime: Arch Trade-Offs Behind Continuous Voice AI](https://news.ycombinator.com/item?id=50382567) -- lead source

### Delta Inference Engine v0.93 adds 64/96/128 GB RAM support, Unsloth quants, and multi-GPU basics; runs 41 tok/s at 192 GB RAM with improved quality and a new native Engram reader.

- Permalink: https://110010.art/d/1f130bbd2dcc4d26/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoq4vq/deepseekv41flash1017_on_one_rtx_3090_big_updates/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: DeepSeek-V4.1-Flash-1017 on one RTX 3090: Big updates to the Delta Inference Engine v0.93. Same 41 tok/s at 192GB/IQ2 at better quality, usable from 64 GB RAM, first token ~40% sooner, new Unsloth quants at full speed, EXL3, basic multi-GPU, public CI and more
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Big update to the Delta Inference Engine, you guys asked for more features, more benchmarks and less clickbait. I'm here to deliver The short version: I've added almost everything requested and more. Delta Inference...

Coverage:
- r/LocalLLaMA (2026-11-05): [DeepSeek-V4.1-Flash-1017 on one RTX 3090: Big updates to the Delta Inference Engine v0.93. Same 41 tok/s at 192GB/IQ2 at better quality, usable from 64 GB RAM, first token ~40% sooner, new Unsloth quants at full speed, EXL3, basic multi-GPU, public CI and more](https://www.reddit.com/r/LocalLLaMA/comments/1xoq4vq/deepseekv41flash1017_on_one_rtx_3090_big_updates/) -- lead source

### Show HN: Replay three AI agent approval failures in five seconds, in Python

- Permalink: https://110010.art/d/16b6bc917f3d478f/
- Original: https://github.com/salahmakboul/call4agents
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Replay three AI agent approval failures in five seconds, in Python](https://news.ycombinator.com/item?id=50382393) -- lead source

### Resilient AI worker queue using Redis, BullMQ, and budget kill switches

- Permalink: https://110010.art/d/f3d768c2e7b74333/
- Original: https://github.com/sidsri14/resilient-ai-worker-kit
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Resilient AI Worker Queue with Redis, BullMQ, and Budget Kill Switches

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Resilient AI Worker Queue with Redis, BullMQ, and Budget Kill Switches](https://news.ycombinator.com/item?id=50382372) -- lead source

### Show HN: Magertron – AI orchestrator for agents’ tools, APIs, LLMs and streams

- Permalink: https://110010.art/d/6f179e3be13f494f/
- Original: https://magertron.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Magertron – AI Orchestrator for agents' tools, APIs, LLMs and streams

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Magertron – AI Orchestrator for agents' tools, APIs, LLMs and streams](https://news.ycombinator.com/item?id=50382344) -- lead source

### Nasdaq sinks 5% as investors retreat from AI trade after election

- Permalink: https://110010.art/d/f2047c128ec04501/
- Original: https://www.wsj.com/livecoverage/stock-market-today-dow-sp-500-nasdaq-11-05-2026
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election

Coverage:
- Hacker News (AI) (2026-11-05): [Nasdaq Sinks 5% as Investors Retreat from AI Trade After Election](https://news.ycombinator.com/item?id=50382179) -- lead source
- Hacker News (AI) (2026-11-06): [Investors wipe $2.5T off Nasdaq as blue tsunami prompts AI fears](https://news.ycombinator.com/item?id=50386909)
- Hacker News (AI) (2026-11-06): [Nasdaq worst day in 19 months, investors bet on AI slowdown after Democrats win](https://news.ycombinator.com/item?id=50390352)

### AI e-nose and wearable device deliver programmable smells with 73% accuracy

- Permalink: https://110010.art/d/db495d9f757e4e9d/
- Original: https://news.osu.edu/new-tech-passes-the-smell-test/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [AI e-nose and wearable device deliver programmable smells with 73% accuracy](https://news.ycombinator.com/item?id=50382072) -- lead source

### How to verify AI-generated responses in API replies quickly

- Permalink: https://110010.art/d/302e74eab22b4ccf/
- Original: https://news.ycombinator.com/item?id=50382039
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: How to verify response generated by AI in API response quickly

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: How to verify response generated by AI in API response quickly](https://news.ycombinator.com/item?id=50382039) -- lead source

### Apple-llm adds local TTS and STT using macOS voices and speech recognition; 30 minutes of narration renders in under 20 seconds on an M4 Air.

- Permalink: https://110010.art/d/29748cf6af414b6d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoowb4/i_added_local_tts_and_stt_to_applellm_using_whats/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: I added local TTS and STT to apple-llm using what's already on your Mac. 30 minutes of narration renders in under 20 seconds on an M4 Air

I posted apple-llm here a while back: a Node and Python package that calls the LLMs Apple ships with macOS, with no API key. Version 0.3 adds the rest of what's already on your Mac, the system voices and Apple's...

Coverage:
- r/LocalLLaMA (2026-11-05): [I added local TTS and STT to apple-llm using what's already on your Mac. 30 minutes of narration renders in under 20 seconds on an M4 Air](https://www.reddit.com/r/LocalLLaMA/comments/1xoowb4/i_added_local_tts_and_stt_to_applellm_using_whats/) -- lead source

### Reflections on Rust in the LLM age — Bryan Cantrill | Rust NYC

- Permalink: https://110010.art/d/512ebf6a8f724ac3/
- Original: https://www.youtube.com/watch?v=5D7QPOIZ7gY
- Source: Lobsters (AI)
- Published: 2026-11-05
- Original headline: Reflections on Rust in the LLM Age

Comments

Coverage:
- Lobsters (AI) (2026-11-05): [Reflections on Rust in the LLM Age](https://www.youtube.com/watch?v=5D7QPOIZ7gY) -- lead source

### FP reporter Olivia Reingold posts AI-generated image without disclosure

- Permalink: https://110010.art/d/de50670a1c7c49c7/
- Original: https://twitter.com/mjnblack/status/2118359682460823685
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The FP reporter Olivia Reingold posts AI generated image without disclosure

Coverage:
- Hacker News (AI) (2026-11-05): [The FP reporter Olivia Reingold posts AI generated image without disclosure](https://news.ycombinator.com/item?id=50381819) -- lead source

### We built the necessary security layer between your database and your AI agents

- Permalink: https://110010.art/d/039d162761254f06/
- Original: https://medium.com/@ganayacarballo/how-to-connect-an-ai-agent-to-your-database-safely-2026-guide-db8a51b206c4
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: We built the necessary security layer between your database and your AI Agents

Coverage:
- Hacker News (AI) (2026-11-05): [We built the necessary security layer between your database and your AI Agents](https://news.ycombinator.com/item?id=50381816) -- lead source

### Which AI labs pay the most for engineers? Disclosed base pay, October 2026

- Permalink: https://110010.art/d/a4e48180b90e4a00/
- Original: https://workatailab.com/blog/which-ai-labs-pay-the-most-for-engineers/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Which AI labs pay the most for engineers? Disclosed base pay, October 2026](https://news.ycombinator.com/item?id=50381771) -- lead source

### We should train AI as though it is conscious just in case

- Permalink: https://110010.art/d/e558ea72595f4bf4/
- Original: https://mathewingramblog.wordpress.com/2026/11/05/we-should-train-ai-as-though-it-is-conscious-just-in-case/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [We should train AI as though it is conscious just in case](https://news.ycombinator.com/item?id=50381750) -- lead source

### Nemotron 3.5 Bolt E4B runs at 27.7 tok/s on Jetson Orin Nano Super, outperforming the official release on Llama CPP by about 1.8x

- Permalink: https://110010.art/d/0a18bbf64e5b4c5d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoogj8/nemotron_35_bolt_e4b_on_jetson_orin_nano_super_at/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Nemotron 3.5 Bolt E4B on Jetson Orin Nano Super at 27.7 tok/s!
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Llama](https://110010.art/tags/llama/)

Hi! I wanted to share that we just got NVIDIA's latest Nemotron Bolt model running at 27.7 tok/s (compared to 15 tok/s on the official release with Llama CPP) on Jetson Orin Nano Super (1.8x faster)! It can program...

Coverage:
- r/LocalLLaMA (2026-11-05): [Nemotron 3.5 Bolt E4B on Jetson Orin Nano Super at 27.7 tok/s!](https://www.reddit.com/r/LocalLLaMA/comments/1xoogj8/nemotron_35_bolt_e4b_on_jetson_orin_nano_super_at/) -- lead source

### Vetto ScienceBench expands scientific capabilities of frontier AI models

- Permalink: https://110010.art/d/9d6be2c5221e4bda/
- Original: https://vetto.ai/companies/vetto-science-bench/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Vetto ScienceBench: Expanding Scientific Capabilities of Frontier AI Models

Coverage:
- Hacker News (AI) (2026-11-05): [Vetto ScienceBench: Expanding Scientific Capabilities of Frontier AI Models](https://news.ycombinator.com/item?id=50381662) -- lead source

### Opus weight-space edits to Qwen3.8-27B to reduce refusal are not localized; refusals are distributed across the model

- Permalink: https://110010.art/d/7b25c758a72d4623/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoo730/can_opus_weightspaceedit_qwen3827b_to_refuse_less/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Can Opus weight-space-edit Qwen3.8-27B to refuse less? Yes
- Tags: [Qwen](https://110010.art/tags/qwen/)

Everyone's been wondering whether you can take an open model and edit its weights directly to make it refuse less — the "weight-space programming" idea (MIT CSAIL), with a frontier model (Opus) driving the edit and...

Coverage:
- r/LocalLLaMA (2026-11-05): [Can Opus weight-space-edit Qwen3.8-27B to refuse less? Yes](https://www.reddit.com/r/LocalLLaMA/comments/1xoo730/can_opus_weightspaceedit_qwen3827b_to_refuse_less/) -- lead source

### SpecOPD: Branch-Parallel on-policy distillation for speculative decoding

- Permalink: https://110010.art/d/f8963871b0924318/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoo0pp/paper_specopd_branchparallel_onpolicy/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: [Paper] SpecOPD: Branch-Parallel On-Policy Distillation for Speculative Decoding - By Qwen
- Tags: [Qwen](https://110010.art/tags/qwen/)

Speculative decoding (SD) accelerates large language model inference by reducing the sequential cost of token-by-token generation. Advanced SD methods reduce proposal cost with parallel drafters that predict entire...

Coverage:
- r/LocalLLaMA (2026-11-05): [[Paper] SpecOPD: Branch-Parallel On-Policy Distillation for Speculative Decoding - By Qwen](https://www.reddit.com/r/LocalLLaMA/comments/1xoo0pp/paper_specopd_branchparallel_onpolicy/) -- lead source
- r/LocalLLaMA (2026-11-07): [[Paper] D3D: Decoupled Diffusion Drafting for Asynchronous Speculative Decoding](https://www.reddit.com/r/LocalLLaMA/comments/1xq1y0y/paper_d3d_decoupled_diffusion_drafting_for/)
- r/LocalLLaMA (2026-11-07): [[Paper] DSpine - Draft in Parallel, Condition Through Depth: Adjacent Causal Injection for Speculative Decoding - tencent](https://www.reddit.com/r/LocalLLaMA/comments/1xq9hf6/paper_dspine_draft_in_parallel_condition_through/)

### The AI fatfinger economy targets a receipts app.

- Permalink: https://110010.art/d/1eef7d2b08d74a3b/
- Original: https://pluralistic.net/2026/11/04/genius-scan-is-neither/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The AI fatfinger economy has come for my receipts app

Coverage:
- Hacker News (AI) (2026-11-05): [The AI fatfinger economy has come for my receipts app](https://news.ycombinator.com/item?id=50381532) -- lead source

### Basemodo: AI lets anyone build; we let anyone deploy

- Permalink: https://110010.art/d/1c3200fd1597499f/
- Original: https://basemodo.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Basemodo: AI lets anyone build. We let anyone deploy

Coverage:
- Hacker News (AI) (2026-11-05): [Basemodo: AI lets anyone build. We let anyone deploy](https://news.ycombinator.com/item?id=50381510) -- lead source

### An AI agent generates data pipelines from Slack requests

- Permalink: https://110010.art/d/9ba7e53a6b044311/
- Original: https://www.godaddy.com/resources/news/building-an-ai-agent-for-data-pipeline-creation
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: An AI agent for generating data pipelines from Slack requests

Coverage:
- Hacker News (AI) (2026-11-05): [An AI agent for generating data pipelines from Slack requests](https://news.ycombinator.com/item?id=50381504) -- lead source

### Training a SOTA pangram-like detector on a 4070 Ti with Claude

- Permalink: https://110010.art/d/df2f3be3be054a45/
- Original: https://huggingface.co/mesmertech/mesmer-ai-detector-4b
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-05
- Original headline: Show HN: Training a SOTA Pangram-like detector on a 4070ti with Claude
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Training a SOTA Pangram-like detector on a 4070ti with Claude](https://news.ycombinator.com/item?id=50381455) -- lead source
- r/LocalLLaMA (2026-11-05): [Training a SOTA Pangram-like detector on a 4070ti](https://www.reddit.com/r/LocalLLaMA/comments/1xonxqo/training_a_sota_pangramlike_detector_on_a_4070ti/)

### Torvalds says AI is fine for competent devs, but calls for avoiding drive-by patches

- Permalink: https://110010.art/d/dbe2b9b1986e4d8c/
- Original: https://www.theregister.com/columnists/2026/10/23/torvalds-ai-is-fine-for-competent-devs-but-spare-us-the-drive-by-patches/5304357
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Torvalds: AI is fine for competent devs, but spare us the 'drive-by' patches

Coverage:
- Hacker News (AI) (2026-11-05): [Torvalds: AI is fine for competent devs, but spare us the 'drive-by' patches](https://news.ycombinator.com/item?id=50381399) -- lead source

### Confessions of an AI fraud kingpin, creator of OnlyFake

- Permalink: https://110010.art/d/bd24c668a96544d2/
- Original: https://www.404media.co/an-ai-fraud-kingpins-confessions/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: An AI Fraud Kingpin's Confessions

Coverage:
- Hacker News (AI) (2026-11-05): [An AI Fraud Kingpin's Confessions](https://news.ycombinator.com/item?id=50381363) -- lead source
- Hacker News (AI) (2026-11-09): [Confessions of an AI Fraud Kingpin, Creator of OnlyFake](https://news.ycombinator.com/item?id=50429362)

### Nasdaq plunges into correction threaten data centers and AI

- Permalink: https://110010.art/d/cf5df4f24b1044e7/
- Original: https://nypost.com/2026/11/05/business/nasdaq-plunges-into-correction-territory-as-dem-wins-threaten-data-centers-ai-giants-rush-to-stem-fallout/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Nasdaq plunges into correction threaten data centers and AI](https://news.ycombinator.com/item?id=50381308) -- lead source

### If AI breaks the internet, should we abandon it?

- Permalink: https://110010.art/d/2287366a11784fec/
- Original: https://www.techpolicy.press/if-ai-breaks-the-internet-should-we-abandon-it/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: If AI Breaks the Internet, Should We Abandon It?

Coverage:
- Hacker News (AI) (2026-11-05): [If AI Breaks the Internet, Should We Abandon It?](https://news.ycombinator.com/item?id=50381306) -- lead source

### The exploit was the bottleneck: 23 years of data about AI and the patch gap

- Permalink: https://110010.art/d/338c9d6615e14e68/
- Original: https://www.a16z.news/p/the-exploit-was-the-bottleneck
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Exploit Was the Bottleneck: 23 Years of Data About AI and the Patch Gap

Coverage:
- Hacker News (AI) (2026-11-05): [The Exploit Was the Bottleneck: 23 Years of Data About AI and the Patch Gap](https://news.ycombinator.com/item?id=50381288) -- lead source

### Five grand challenges in material science for AI to solve

- Permalink: https://110010.art/d/996fd22d5abb4c7f/
- Original: https://discoveredmaterials.com/grand-challenges/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Five Grand Challenges in Material Science for AI to Solve

Coverage:
- Hacker News (AI) (2026-11-05): [Five Grand Challenges in Material Science for AI to Solve](https://news.ycombinator.com/item?id=50381224) -- lead source

### The election-day revolt threatens America's AI boom.

- Permalink: https://110010.art/d/a2606a3ec04f425a/
- Original: https://www.wsj.com/tech/ai/the-election-day-revolt-that-threatens-americas-ai-boom-03a53b52
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Election Day Revolt That Threatens America's AI Boom

Coverage:
- Hacker News (AI) (2026-11-05): [The Election Day Revolt That Threatens America's AI Boom](https://news.ycombinator.com/item?id=50381209) -- lead source

### Software line specialist comments

- Permalink: https://110010.art/d/011ebe6e8f1445a6/
- Original: https://lovro-bikic.github.io/software-line-specialist/
- Source: Lobsters (AI)
- Published: 2026-11-05
- Original headline: Software Line Specialist

Comments

Coverage:
- Lobsters (AI) (2026-11-05): [Software Line Specialist](https://lovro-bikic.github.io/software-line-specialist/) -- lead source

### The AI Times urges readers to focus on printed papers rather than feeds

- Permalink: https://110010.art/d/3b590eddbd7b4b23/
- Original: https://github.com/firstninja-v/the-ai-times
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The AI Times – wake up to a printed paper, not a feed

Coverage:
- Hacker News (AI) (2026-11-05): [The AI Times – wake up to a printed paper, not a feed](https://news.ycombinator.com/item?id=50381126) -- lead source

### Japan contractor's AI-guided tunnel boring outperforms human operators

- Permalink: https://110010.art/d/e71e2b139b214ae5/
- Original: https://asia.nikkei.com/business/technology/artificial-intelligence/japan-contractor-s-ai-guided-tunnel-boring-outperforms-human-operators
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Japan contractor's AI-guided tunnel boring outperforms human operators](https://news.ycombinator.com/item?id=50381100) -- lead source

### Google summaries aren’t about AI, they’re about lock-in

- Permalink: https://110010.art/d/4fa74c58c4d7461b/
- Original: https://www.eff.org/deeplinks/2026/11/google-summaries-arent-about-ai-theyre-about-lock
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Google Summaries Aren't About AI, They're About Lock-In

Coverage:
- Hacker News (AI) (2026-11-05): [Google Summaries Aren't About AI, They're About Lock-In](https://news.ycombinator.com/item?id=50381095) -- lead source

### Local AI models for coding and general tasks discussed on Hacker News discuss implications for research and use cases.

- Permalink: https://110010.art/d/aa29ab357c8642b9/
- Original: https://news.ycombinator.com/item?id=50381045
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: Local AI Models for Coding and General Tasks?

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: Local AI Models for Coding and General Tasks?](https://news.ycombinator.com/item?id=50381045) -- lead source

### Polish grammar tests for small local models: a 15-task evaluation on 8 GB VRAM using Ollama on a laptop

- Permalink: https://110010.art/d/ba722993fefd4cd4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xomsxq/i_was_curious_how_small_local_models_handle/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: I was curious how small local models handle Polish grammar – a quick 15-task test on 8 GB VRAM

I wanted to know how small local models handle my native language, not just English. I couldn't find a simple way to check a model's Polish in a few minutes, on my own PC, in the quantization I actually run – so I...

Coverage:
- r/LocalLLaMA (2026-11-05): [I was curious how small local models handle Polish grammar – a quick 15-task test on 8 GB VRAM](https://www.reddit.com/r/LocalLLaMA/comments/1xomsxq/i_was_curious_how_small_local_models_handle/) -- lead source

### FireFlash, a 300B-scale model for long-horizon agentic tasks, matches Fable 5 and GPT-6 Sol on Terminal-Bench while costing over 30× less per task at max effort.

- Permalink: https://110010.art/d/8cd0ada6c6e548e5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xomst7/paper_fireflash_an_open_recipe_for_longhorizon/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: [Paper] FireFlash : An Open Recipe for Long-Horizon Agentic RL Achieving the Performance-Cost Pareto Frontier
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

We introduce FireFlash, a 300B-scale model tailored for long-horizon agentic tasks. FireFlash excels as a terminal and coding agent, achieving 46.2% on Terminal-Bench 4.01, putting it on par with Fable 5 and GPT-6...

Coverage:
- r/LocalLLaMA (2026-11-05): [[Paper] FireFlash : An Open Recipe for Long-Horizon Agentic RL Achieving the Performance-Cost Pareto Frontier](https://www.reddit.com/r/LocalLLaMA/comments/1xomst7/paper_fireflash_an_open_recipe_for_longhorizon/) -- lead source

### AI bureaucracy will enable total surveillance; video discusses implications

- Permalink: https://110010.art/d/df9e3211b9624089/
- Original: https://www.youtube.com/watch?v=WT_quXWFh0o
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI Bureaucracy Will Enable Total Surveillance [video]

Coverage:
- Hacker News (AI) (2026-11-05): [AI Bureaucracy Will Enable Total Surveillance [video]](https://news.ycombinator.com/item?id=50380836) -- lead source

### Show HN: Roblox game idea generator built with AI by a non-coder

- Permalink: https://110010.art/d/bcd307d20c4f4bed/
- Original: https://robloxideas.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Roblox game idea generator I built with AI as a non-coder

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Roblox game idea generator I built with AI as a non-coder](https://news.ycombinator.com/item?id=50380797) -- lead source

### Show HN: a modern agentic LaTeX editor

- Permalink: https://110010.art/d/11e9ccdf215645af/
- Original: https://papilot.ai/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: A Modern Agentic LaTeX Editor

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: A Modern Agentic LaTeX Editor](https://news.ycombinator.com/item?id=50380773) -- lead source

### Remote AI jobs emerge as demand grows across tech sectors

- Permalink: https://110010.art/d/b5044922a4304b97/
- Original: https://nokku.payanai.com/jobs/remote-ai-jobs
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Remote AI Jobs

Coverage:
- Hacker News (AI) (2026-11-05): [Remote AI Jobs](https://news.ycombinator.com/item?id=50380701) -- lead source

### Show HN: Northmeadow provides encrypted shared memory for local AI agents and people

- Permalink: https://110010.art/d/18a6c50a937b465d/
- Original: https://github.com/bavarian-studio/northmeadow/releases/tag/v0.1.0-alpha.1
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Northmeadow – encrypted shared memory for local AI agents and people

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Northmeadow – encrypted shared memory for local AI agents and people](https://news.ycombinator.com/item?id=50380594) -- lead source

### In-browser Ninada TTS for Classical Sanskrit, English and 10 Indic languages released; 48 ONNX checkpoints and live-in-browser studio open-sourced (MIT, CC-BY-4.0)

- Permalink: https://110010.art/d/94f5dc01b21d4224/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xolsyu/dream_come_true_i_trained_48_inbrowser_24_khz_tts/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Dream come true: I trained 48 in-browser 24 kHz TTS specialists for Classical Sanskrit, English & 10 Indic languages (21.7 MB iSTFTNet / 27.9 MB HiFi-GAN, 538ms phone WASM)
- Tags: [Meta](https://110010.art/tags/meta/)

Building an in-browser TTS model for Indic languages, including Classical Sanskrit, has been a longtime dream of mine. Today I'm open-sourcing Ninada (code MIT, 48 ONNX checkpoints CC-BY-4.0). Live in-browser studio...

Coverage:
- r/LocalLLaMA (2026-11-05): [Dream come true: I trained 48 in-browser 24 kHz TTS specialists for Classical Sanskrit, English & 10 Indic languages (21.7 MB iSTFTNet / 27.9 MB HiFi-GAN, 538ms phone WASM)](https://www.reddit.com/r/LocalLLaMA/comments/1xolsyu/dream_come_true_i_trained_48_inbrowser_24_khz_tts/) -- lead source

### The Beginner's Guide to AI governance.

- Permalink: https://110010.art/d/d95f971cb4b64253/
- Original: https://www.karlsnotes.com/the-beginners-guide-to-ai-governance/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Beginner's Guide to AI Governance

Coverage:
- Hacker News (AI) (2026-11-05): [The Beginner's Guide to AI Governance](https://news.ycombinator.com/item?id=50380470) -- lead source

### AMD 395+ CPU with 128 GB RAM for local LLM inference; assessment of suitability for 30B–70B models and agent use cases

- Permalink: https://110010.art/d/c468ae67f8284ae6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xolh19/hardware_is_a_amd_395_ai_with_128_gb_ram_still/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: [Hardware] Is a AMD 395+ AI with 128 GB RAM still good choice for local LLMs? (inference mostly)

Hello everyone! I don’t follow the market super closely, but I can see how quickly everything is getting more expensive—and apparently this is going to last a few more years. RAM, GPUs, and even SSDs and HDDs have...

Coverage:
- r/LocalLLaMA (2026-11-05): [[Hardware] Is a AMD 395+ AI with 128 GB RAM still good choice for local LLMs? (inference mostly)](https://www.reddit.com/r/LocalLLaMA/comments/1xolh19/hardware_is_a_amd_395_ai_with_128_gb_ram_still/) -- lead source

### Ask HN: In a world with AI agents how has software task estimation changed?

- Permalink: https://110010.art/d/c480f3fcf0b148de/
- Original: https://news.ycombinator.com/item?id=50380196
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: In a world with AI agents how has software task estimation changed?](https://news.ycombinator.com/item?id=50380196) -- lead source

### Show HN: I built Postraid to help founders create social media content with AI

- Permalink: https://110010.art/d/4413cb3133544fe3/
- Original: https://www.postraid.com
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: I built Postraid to help founders create social media content with AI](https://news.ycombinator.com/item?id=50380154) -- lead source

### Techseen: AI News, Sources and Discussion

- Permalink: https://110010.art/d/2fa523a9d79a43b9/
- Original: https://techseen.com/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Techseen: AI News, Sources and Discussion](https://news.ycombinator.com/item?id=50379918) -- lead source

### Show HN: MaidenRun deploys an AI agent to AWS to collect tester feedback

- Permalink: https://110010.art/d/9c4a383f6c054a13/
- Original: https://github.com/kaushik333/MaidenRun
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: MaidenRun – Deploy an AI agent to your AWS and collect tester feedback

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: MaidenRun – Deploy an AI agent to your AWS and collect tester feedback](https://news.ycombinator.com/item?id=50379909) -- lead source

### Taylor Lorenz says she’s being offered money to promote anti-AI content on X.

- Permalink: https://110010.art/d/fc362375d9d1410d/
- Original: https://twitter.com/TaylorLorenz/status/2118095796981637203
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Taylor Lorenz on X: "I'm once again being offered money promote anti-AI content

Coverage:
- Hacker News (AI) (2026-11-05): [Taylor Lorenz on X: "I'm once again being offered money promote anti-AI content](https://news.ycombinator.com/item?id=50379881) -- lead source

### AgentFleet delivers cross-device AI agent fleet with 303 tasks per second and zero lost on failover

- Permalink: https://110010.art/d/a6c9ce7d48d44eb4/
- Original: https://github.com/narkco-kang/agent-fleet
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AgentFleet – Cross-device AI agent fleet: 303 tasks/s, 0 lost on failover

Coverage:
- Hacker News (AI) (2026-11-05): [AgentFleet – Cross-device AI agent fleet: 303 tasks/s, 0 lost on failover](https://news.ycombinator.com/item?id=50379772) -- lead source

### Ask HN: Are you building an AI company brain?

- Permalink: https://110010.art/d/56014b360a67414e/
- Original: https://news.ycombinator.com/item?id=50379710
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: Are you building an AI company brain?](https://news.ycombinator.com/item?id=50379710) -- lead source

### Did we program "Hello World" or was the AI bootloader calling us?

- Permalink: https://110010.art/d/2f7f4917783b4492/
- Original: https://www.youtube.com/watch?v=iGWMbNgvHFo
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Did We Program "Hello World"Or Was the AI Bootloader Calling Us(Short AI Film)

Coverage:
- Hacker News (AI) (2026-11-05): [Did We Program "Hello World"Or Was the AI Bootloader Calling Us(Short AI Film)](https://news.ycombinator.com/item?id=50379706) -- lead source

### Chinese AI scientist completes 11,382-step experiment in 203 hours

- Permalink: https://110010.art/d/bacb788e576949ee/
- Original: https://www.chosun.com/english/industry-en/2026/11/05/WRZQJ4IG5RBBVHL52ALFV2XVWM/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Chinese AI Scientist Completes 11,382-Step Experiment in 203 Hours

Coverage:
- Hacker News (AI) (2026-11-05): [Chinese AI Scientist Completes 11,382-Step Experiment in 203 Hours](https://news.ycombinator.com/item?id=50379622) -- lead source

### When doctors and AI medical opinions diverge, humans must question the difference.

- Permalink: https://110010.art/d/2ba8b7ebef8940f0/
- Original: https://www.hmsom.edu/en/news/2026/11/04/when-doctors-and-ai-medical-opinions-diverge
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: When Doctors and AI Medical Opinions Diverge Humans Must Question the Difference

Coverage:
- Hacker News (AI) (2026-11-05): [When Doctors and AI Medical Opinions Diverge Humans Must Question the Difference](https://news.ycombinator.com/item?id=50379600) -- lead source

### Dropbox moves work forward with AI integration in Dropbox

- Permalink: https://110010.art/d/09d853add2844229/
- Original: https://blog.dropbox.com/topics/company/dropboxs-next-chapter
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Dropbox's next chapter: moving your work forward with AI in Dropbox

Coverage:
- Hacker News (AI) (2026-11-05): [Dropbox's next chapter: moving your work forward with AI in Dropbox](https://news.ycombinator.com/item?id=50379572) -- lead source

### Altinity and EnterpriseDB join forces to deliver sovereign AI data systems

- Permalink: https://110010.art/d/9600726e9a6f49a2/
- Original: https://altinity.com/news/altinity-and-enterprisedb
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Altinity and EnterpriseDB Joining Forces to Deliver Sovereign AI Data Systems

Coverage:
- Hacker News (AI) (2026-11-05): [Altinity and EnterpriseDB Joining Forces to Deliver Sovereign AI Data Systems](https://news.ycombinator.com/item?id=50379532) -- lead source

### Show HN: MeetCrate exports Read AI and Fathom notes locally

- Permalink: https://110010.art/d/e026fb4b7eed4e9d/
- Original: https://lgdventures.github.io/meetcrate/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: MeetCrate, export your Read AI and Fathom notes locally

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: MeetCrate, export your Read AI and Fathom notes locally](https://news.ycombinator.com/item?id=50379521) -- lead source

### AI stock selloffs raise concerns that Big Tech’s best quarters are behind it

- Permalink: https://110010.art/d/26b6035191474721/
- Original: https://www.latimes.com/business/story/2026-10-30/big-techs-growth-is-cooling-raising-fears-that-best-quarters-are-over
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI stock selloffs fuel fears Big Tech's best quarters are over

Coverage:
- Hacker News (AI) (2026-11-05): [AI stock selloffs fuel fears Big Tech's best quarters are over](https://news.ycombinator.com/item?id=50379425) -- lead source

### NVIDIA RTX PRO 5500 Blackwell priced at $17,999 MSRP, higher than RTX PRO 6000 at $16,000 MSRP set months earlier by NVIDIA

- Permalink: https://110010.art/d/2e5720b90c284ae2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xojryw/nvidia_rtx_pro_5500_blackwell_appears_at_17999/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: NVIDIA RTX PRO 5500 Blackwell appears at $17,999 MSRP, higher than RTX PRO 6000 at $16,000 MSRP set some months ago by NVIDIA - VideoCardz
- Tags: [RTX PRO 6000](https://110010.art/tags/rtx-pro-6000/), [Blackwell](https://110010.art/tags/blackwell/), [NVIDIA](https://110010.art/tags/nvidia/)

submitted by    /u/panchovix   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-05): [NVIDIA RTX PRO 5500 Blackwell appears at $17,999 MSRP, higher than RTX PRO 6000 at $16,000 MSRP set some months ago by NVIDIA - VideoCardz](https://www.reddit.com/r/LocalLLaMA/comments/1xojryw/nvidia_rtx_pro_5500_blackwell_appears_at_17999/) -- lead source

### Kokon adds an editable layers pipeline around Qwen-Image 2.1 to output individual object layers and a repainted background, addressing lack of native layer output

- Permalink: https://110010.art/d/5a022b8c91b54f80/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoji3b/getting_editable_layers_out_of_qwenimage_21_a/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Getting editable layers out of Qwen-Image 2.1, a model that only edits: what works, what still fails (local, open source) Kokon
- Tags: [Qwen](https://110010.art/tags/qwen/)

I'm the developer of Kokon, a local photo editor around Qwen-Image 2.1 Turbo (on stable-diffusion.cpp, and on its own engine on Macs). I posted it here a few weeks ago. 0.12 adds a Layers lab: click objects in any...

Coverage:
- r/LocalLLaMA (2026-11-05): [Getting editable layers out of Qwen-Image 2.1, a model that only edits: what works, what still fails (local, open source) Kokon](https://www.reddit.com/r/LocalLLaMA/comments/1xoji3b/getting_editable_layers_out_of_qwenimage_21_a/) -- lead source

### Building a self-updating AI pipeline for expense extraction

- Permalink: https://110010.art/d/04dde6ea72ca47cc/
- Original: https://czioutas.com/blog/self-learning-loop/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Building a Self-Updating AI Pipeline for Expense Extraction

Coverage:
- Hacker News (AI) (2026-11-05): [Building a Self-Updating AI Pipeline for Expense Extraction](https://news.ycombinator.com/item?id=50379202) -- lead source

### Abra, an AI creator crew built on Meta's Muse models

- Permalink: https://110010.art/d/4085802b995d412c/
- Original: https://github.com/amyboissoneau/AbraMeta
- Source: Hacker News (AI)
- Published: 2026-11-05
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/), [Meta](https://110010.art/tags/meta/)

Coverage:
- Hacker News (AI) (2026-11-05): [Abra, an AI creator crew built on Meta's Muse models](https://news.ycombinator.com/item?id=50379031) -- lead source
- Hacker News (AI) (2026-11-06): [Bringing Specialized Models to Muse and Meta AI](https://news.ycombinator.com/item?id=50396565)

### Efficient frontier of AI models

- Permalink: https://110010.art/d/8435b3df49ee4c07/
- Original: https://luizsol.com/writing/ai-efficient-frontier/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The efficient frontier of AI models

Coverage:
- Hacker News (AI) (2026-11-05): [The efficient frontier of AI models](https://news.ycombinator.com/item?id=50379022) -- lead source

### Show HN: Real-time AI heat map sourced from over 140 news feeds

- Permalink: https://110010.art/d/9b9aeaa66851457a/
- Original: https://ai-news.jagular.io/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: AI Heat Map generated real-time from over 140 News Feeds

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: AI Heat Map generated real-time from over 140 News Feeds](https://news.ycombinator.com/item?id=50378872) -- lead source

### See an AI-drafted LinkedIn post and quote graphic, with no signup or card requirements

- Permalink: https://110010.art/d/bb739340b8fa4fed/
- Original: https://engine.goviralpromo.com/try
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: See an AI-drafted LinkedIn post and quote graphic, no signup or card

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: See an AI-drafted LinkedIn post and quote graphic, no signup or card](https://news.ycombinator.com/item?id=50378844) -- lead source

### Vaadin browserless testing is a game changer for AI-generated web apps.

- Permalink: https://110010.art/d/38df00ce47894c2c/
- Original: https://martinelli.ch/why-vaadin-browserless-testing-is-a-game-changer-for-ai-generated-web-applications/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Why Vaadin Browserless Testing Is a Game Changer for AI Generated Web Apps

Coverage:
- Hacker News (AI) (2026-11-05): [Why Vaadin Browserless Testing Is a Game Changer for AI Generated Web Apps](https://news.ycombinator.com/item?id=50378808) -- lead source

### AI broke cybersecurity; visual programming can fix it

- Permalink: https://110010.art/d/7f55267cce01495e/
- Original: https://medium.com/@toplinesoftsys/ai-broke-cybersecurity-visual-programming-can-fix-it-d7d1dae6f2b5
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI Broke Cybersecurity. Visual Programming Can Fix It

Coverage:
- Hacker News (AI) (2026-11-05): [AI Broke Cybersecurity. Visual Programming Can Fix It](https://news.ycombinator.com/item?id=50378760) -- lead source

### Tiiny AI performance tests reveal capabilities and early user experience

- Permalink: https://110010.art/d/571a74463cbb4ca1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoib84/tiiny_ai_performance_tests_i_just_got_my_tiiny/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Tiiny AI Performance tests. I just got my Tiiny, and here's what it can do.

I got into local AI earlier this year and started messing around with different models and hardware. That's how I came across tiiny. I really liked the design and the whole idea behind it so I ended up becoming one...

Coverage:
- r/LocalLLaMA (2026-11-05): [Tiiny AI Performance tests. I just got my Tiiny, and here's what it can do.](https://www.reddit.com/r/LocalLLaMA/comments/1xoib84/tiiny_ai_performance_tests_i_just_got_my_tiiny/) -- lead source

### PipesHub ranks #1 on EnterpriseRAG-Bench with 93.24 overall score and 95% correctness, ahead of OpenAI, Google, Microsoft, and Amazon systems.

- Permalink: https://110010.art/d/452d6667d9d74ede/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoiaye/an_opensource_project_just_ranked_1_on/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: An open-source project just ranked #1 on EnterpriseRAG-Bench, ahead of the listed systems from OpenAI, Google, Microsoft and Amazon
- Tags: [OpenAI](https://110010.art/tags/openai/)

Some of you might remember our post comparing 18 RAG pipelines against our agent loop on FRAMES. The best pipeline scored 78.9%; the loop scored 92.7%. A follow-up: PipesHub has now reached #1 on EnterpriseRAG-Bench...

Coverage:
- r/LocalLLaMA (2026-11-05): [An open-source project just ranked #1 on EnterpriseRAG-Bench, ahead of the listed systems from OpenAI, Google, Microsoft and Amazon](https://www.reddit.com/r/LocalLLaMA/comments/1xoiaye/an_opensource_project_just_ranked_1_on/) -- lead source

### Systemd WatchdogSec: a kill switch for hung AI-generated code

- Permalink: https://110010.art/d/472fe6f3ffe74c7b/
- Original: https://cheikhhseck.medium.com/systemd-watchdogsec-the-kill-switch-for-hung-ai-generated-code-ce221e603e69
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Systemd WatchdogSec: The Kill Switch for Hung AI-Generated Code

Coverage:
- Hacker News (AI) (2026-11-05): [Systemd WatchdogSec: The Kill Switch for Hung AI-Generated Code](https://news.ycombinator.com/item?id=50378572) -- lead source

### Changing a patient’s social background changes LLM care recommendations

- Permalink: https://110010.art/d/16965e8a76c74008/
- Original: https://medwrite.ai/news/inside-the-dublink-llm-athon
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Changing a patient social background changed LLM care recommendations

Coverage:
- Hacker News (AI) (2026-11-05): [Changing a patient social background changed LLM care recommendations](https://news.ycombinator.com/item?id=50378462) -- lead source

### Claude Code phenomenon in chip design

- Permalink: https://110010.art/d/f11f9a2680ad4415/
- Original: https://blog.verifai.ai/the-claude-code-phenomenon-tempering-optimism-with-historical-perspective/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Claude Code Phenomenon in ChipDesign
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-05): [Claude Code Phenomenon in ChipDesign](https://news.ycombinator.com/item?id=50378430) -- lead source

### Computer use is GA in Gemini API

- Permalink: https://110010.art/d/d0d5e1e81bc142b5/
- Original: https://aistudio.google.com/docs/computer-use
- Source: Hacker News (AI)
- Published: 2026-11-05
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-05): [Computer use is GA in Gemini API](https://news.ycombinator.com/item?id=50378298) -- lead source

### Full-stack verification becomes the new trend

- Permalink: https://110010.art/d/62e8788232b84395/
- Original: https://wiki.alcidesfonseca.com/blog/full-stack-verification-is-the-new-trend/
- Source: Lobsters (AI)
- Published: 2026-11-05
- Original headline: Full-stack verification is the new trend

Comments

Coverage:
- Lobsters (AI) (2026-11-05): [Full-stack verification is the new trend](https://wiki.alcidesfonseca.com/blog/full-stack-verification-is-the-new-trend/) -- lead source

### Experiencing agentic AI on a personal PC with Strata, Hermes, Kitten TTS, Rosie voice, Whisper, and Qwen3.8-Flash-Next Q2_0 on RTX 3060 with 48 GB RAM; user says it felt like magic.

- Permalink: https://110010.art/d/72e663e540e54092/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xohbd3/my_first_experience_with_agentic_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: My first experience with agentic AI
- Tags: [Qwen](https://110010.art/tags/qwen/)

Strata, Hermes, Kitten TTS with Rosie voice and Whisper on RTX 3060 with 48 gb dram running Qwen3.8-Flash-Next Q2_0. I am blown away. I've been following the AI scene since GPT3 and I was still unprepared for what...

Coverage:
- r/LocalLLaMA (2026-11-05): [My first experience with agentic AI](https://www.reddit.com/r/LocalLLaMA/comments/1xohbd3/my_first_experience_with_agentic_ai/) -- lead source

### Show HN: Ergon – build AI agents in code or on a canvas that generates Python

- Permalink: https://110010.art/d/8f3fd62886dc4ee6/
- Original: https://github.com/shipitamit/ergon
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Ergon - build AI agents in code or on a canvas that generates Python

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Ergon - build AI agents in code or on a canvas that generates Python](https://news.ycombinator.com/item?id=50378236) -- lead source

### Maho 26.11: open-source ecommerce with AI assistant, page builder, S3 storage

- Permalink: https://110010.art/d/9a79f29de4944733/
- Original: https://mahocommerce.com/blog/2026/11/01/maho-26110-is-out-today/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Maho 26.11: open-source ecommerce with AI assistant, page builder, S3 storage](https://news.ycombinator.com/item?id=50378199) -- lead source

### Qwen4-27b focuses on 1M context window rather than large MOE at 128k

- Permalink: https://110010.art/d/573deadf1b5e452c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoh2s7/rather_qwen427b_at_1m_ctx_than_a_big_moe_at_128k/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Rather Qwen4-27b at 1M ctx than a big MOE at 128k
- Tags: [Qwen](https://110010.art/tags/qwen/)

Larger context just gets more work done rather than having to re-read files ETC id much rather use my extra resources on context window. Instead of more params. i get my 400k ctx qwen3.8-27b + web search search get...

Coverage:
- r/LocalLLaMA (2026-11-05): [Rather Qwen4-27b at 1M ctx than a big MOE at 128k](https://www.reddit.com/r/LocalLLaMA/comments/1xoh2s7/rather_qwen427b_at_1m_ctx_than_a_big_moe_at_128k/) -- lead source

### We measured the impact of AI on 46 OSS repos (200k commits, 16M lines)

- Permalink: https://110010.art/d/a6e6586d483d426f/
- Original: https://kerno.io/the-impact-of-ai-on-code-quality-2026/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [We measured the impact of AI on 46 OSS repos (200k commits, 16M lines)](https://news.ycombinator.com/item?id=50378132) -- lead source

### Hugging Face hosts quantization livestream with contributors from Red Hat and others

- Permalink: https://110010.art/d/a026026e1e7a49c7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xoglot/quantization_livestream_with_goats_of_inference/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Quantization livestream with goats of inference
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Llama](https://110010.art/tags/llama/)

Hey folks, it's Merve from Hugging Face. Title of this post is super self explanatory, we are doing a quantization workshop livestream with Michael Goin (lead maintainer of vLLM at RedHat), Colin Kealty (aka...

Coverage:
- r/LocalLLaMA (2026-11-05): [Quantization livestream with goats of inference](https://www.reddit.com/r/LocalLLaMA/comments/1xoglot/quantization_livestream_with_goats_of_inference/) -- lead source

### JavaScript obfuscation against AI code analysis

- Permalink: https://110010.art/d/7a5f74abdd8a4acd/
- Original: https://mastodon.social/@bencurthoys/117563232404985385
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: JavaScript obfuscation against "AI" code analysis

Coverage:
- Hacker News (AI) (2026-11-05): [JavaScript obfuscation against "AI" code analysis](https://news.ycombinator.com/item?id=50377980) -- lead source
- Hacker News (AI) (2026-11-07): [AI Source Code Analysis Detection Evasion Techniques](https://news.ycombinator.com/item?id=50402826)

### Algorithmic art: when AI writes the code, where is the art?

- Permalink: https://110010.art/d/59a9fe1d56e343f0/
- Original: https://art.camilleroux.com/writing/making-art-with-code-in-the-age-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Algorithmic Art: When AI Writes the Code, Where Is the Art?

Coverage:
- Hacker News (AI) (2026-11-05): [Algorithmic Art: When AI Writes the Code, Where Is the Art?](https://news.ycombinator.com/item?id=50377884) -- lead source

### AI agents buy per call over x402 in smart-contract risk reports

- Permalink: https://110010.art/d/048f7fe4aa0b41f5/
- Original: https://github.com/Bosacks/magneta-risk-x402
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Smart-contract risk reports that AI agents buy per call over x402

Coverage:
- Hacker News (AI) (2026-11-05): [Smart-contract risk reports that AI agents buy per call over x402](https://news.ycombinator.com/item?id=50377877) -- lead source

### Show HN: Mooring is an agentic development environment for Claude Code

- Permalink: https://110010.art/d/b129e58603e9418a/
- Original: https://mooring.sh/download
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Mooring, an agentic development environment for Claude Code
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Mooring, an agentic development environment for Claude Code](https://news.ycombinator.com/item?id=50377798) -- lead source

### Snitchie: Is Your AI a Nark?

- Permalink: https://110010.art/d/094cda7e0a56463e/
- Original: https://kristopolous.github.io/snitchie/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Snitchie: Is Your AI a Nark?](https://news.ycombinator.com/item?id=50377781) -- lead source

### Show HN: Telegram AI assistant with projects, images, and background jobs

- Permalink: https://110010.art/d/1852a412dfcf4d33/
- Original: https://github.com/watscho/chat-gpt-telegram-bot
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Telegram AI assistant with projects, images and background jobs

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Telegram AI assistant with projects, images and background jobs](https://news.ycombinator.com/item?id=50377737) -- lead source

### Novel AI framework runs on optical hardware

- Permalink: https://110010.art/d/b950d371d6134df3/
- Original: https://www.u-tokyo.ac.jp/focus/en/press/z0508_00471.html
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Novel AI framework runs on optical hardware](https://news.ycombinator.com/item?id=50377720) -- lead source

### Chiron changes AI incident investigation on ORCA-bench

- Permalink: https://110010.art/d/2ed5b6db1c634499/
- Original: https://medium.com/@chironvision_inc/how-chiron-changes-ai-incident-investigation-on-orca-bench-5445b8fdd242
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: How Chiron Changes AI Incident Investigation on ORCA-bench

Coverage:
- Hacker News (AI) (2026-11-05): [How Chiron Changes AI Incident Investigation on ORCA-bench](https://news.ycombinator.com/item?id=50377659) -- lead source

### Upgrading from 4×16GB to 4×32GB RAM on a Z690 motherboard; user estimates 4×32GB at €500–€600 with no cooling heatsink, seeks advice on airflow and compatibility.

- Permalink: https://110010.art/d/a418e49c19a843d1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xofnbi/thinking_about_upgrading_ram_to_128gb/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Thinking about upgrading ram to 128GB
- Tags: [Qwen](https://110010.art/tags/qwen/)

i have an z690 mainboard, max 128GB RAM (4 slots, dual channel) and r9700 (32gb vram) currently at 4x16GB, wanna go to 4x32GB. Old ram is worth about 350-450€. The 4x32 would cost me around 500-600€, but it has no...

Coverage:
- r/LocalLLaMA (2026-11-05): [Thinking about upgrading ram to 128GB](https://www.reddit.com/r/LocalLLaMA/comments/1xofnbi/thinking_about_upgrading_ram_to_128gb/) -- lead source
- r/LocalLLaMA (2026-11-06): [Is it worth $800 for this Setup, or should I stick with the one I already have?](https://www.reddit.com/r/LocalLLaMA/comments/1xpib31/is_it_worth_800_for_this_setup_or_should_i_stick/)

### How do you use AI to learn complex new Math/CS topics?

- Permalink: https://110010.art/d/de7bee924a49417e/
- Original: https://news.ycombinator.com/item?id=50377523
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: How do you use AI to learn complex new Math/CS topics?

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: How do you use AI to learn complex new Math/CS topics?](https://news.ycombinator.com/item?id=50377523) -- lead source

### Agent Delegability Index: how much of the work can AI agents take over?

- Permalink: https://110010.art/d/e04a16ed15f64f82/
- Original: https://balamlabs.org/adi
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Agent Delegability Index: How much of the work can AI agents take over?

Coverage:
- Hacker News (AI) (2026-11-05): [Agent Delegability Index: How much of the work can AI agents take over?](https://news.ycombinator.com/item?id=50377511) -- lead source

### Faaah (Filesystem as an AI Handler) enables agent subscription as an OpenAI API via Files

- Permalink: https://110010.art/d/da64fb27f93c4489/
- Original: https://github.com/sebastiancarlos/faaah
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Faaah (Filesystem as an AI Handler) – Agent Subscription as OpenAI API via Files
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-05): [Faaah (Filesystem as an AI Handler) – Agent Subscription as OpenAI API via Files](https://news.ycombinator.com/item?id=50377389) -- lead source

### One in 20 UK adults now pays for an AI assistant

- Permalink: https://110010.art/d/7beaaa37cf3d4602/
- Original: https://whopaysfor.ai/
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [One in 20 UK adults now pays for an AI assistant](https://news.ycombinator.com/item?id=50377342) -- lead source

### experiments push the boundaries of Amiga games with AI [video]

- Permalink: https://110010.art/d/ecf562aa39984a7d/
- Original: https://www.youtube.com/watch?v=JoeP7mhcq3A
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Experiments trying to push the boundaries of Amiga Games with AI [video]

Coverage:
- Hacker News (AI) (2026-11-05): [Experiments trying to push the boundaries of Amiga Games with AI [video]](https://news.ycombinator.com/item?id=50377318) -- lead source

### Sam Altman criticized for AI “bad things” comment

- Permalink: https://110010.art/d/63fb5e18c5084d2a/
- Original: https://iol.co.za/technology/big-tech/2026-11-03-sam-altman-faces-fierce-backlash-after-saying-society-must-accept-bad-things-for-ai-progress/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Sam Altman slammed over AI "bad things" comment

Coverage:
- Hacker News (AI) (2026-11-05): [Sam Altman slammed over AI "bad things" comment](https://news.ycombinator.com/item?id=50377068) -- lead source

### Ask HN: any way to have inbuild second screen for AI to control

- Permalink: https://110010.art/d/c6cbd704f69e4034/
- Original: https://news.ycombinator.com/item?id=50376975
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: Any way to have inbuild second screen for AI to control

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: Any way to have inbuild second screen for AI to control](https://news.ycombinator.com/item?id=50376975) -- lead source

### AI is never wrong

- Permalink: https://110010.art/d/5d7470f04ae240a4/
- Original: https://aineverwrong.com/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI Is Never Wrong

Coverage:
- Hacker News (AI) (2026-11-05): [AI Is Never Wrong](https://news.ycombinator.com/item?id=50376834) -- lead source

### Web 1.0 blog culture returns as AI reshapes the Wild Web

- Permalink: https://110010.art/d/2f4cf64ef2d54a0b/
- Original: https://blog.chaoticgood.computer/content/notes/the-wild-web
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: The Wild Web: Is AI is bringing back Web 1.0 blog culture?

Coverage:
- Hacker News (AI) (2026-11-05): [The Wild Web: Is AI is bringing back Web 1.0 blog culture?](https://news.ycombinator.com/item?id=50376815) -- lead source

### Ask HN: Can current AI models reverse engineer CUDA drivers?

- Permalink: https://110010.art/d/a511e2a900b84d8d/
- Original: https://news.ycombinator.com/item?id=50376606
- Source: Hacker News (AI)
- Published: 2026-11-05
- Tags: [CUDA](https://110010.art/tags/cuda/)

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: Can current AI models reverse engineer CUDA drivers?](https://news.ycombinator.com/item?id=50376606) -- lead source

### Int8-vllm updated with Nemotron 3.5 Bolt 74B

- Permalink: https://110010.art/d/6358fe6255e84694/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xod8nb/int8vllm_updated_with_nemotron_35_bolt_74b/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Hi, I've been maintaining a comprehensive fork of vllm that rewrites almost everything in the serving stack for int8, which is not well supported in mainline vllm.  https://github.com/curvedinf/int8-vllm This is in...

Coverage:
- r/LocalLLaMA (2026-11-05): [Int8-vllm updated with Nemotron 3.5 Bolt 74B](https://www.reddit.com/r/LocalLLaMA/comments/1xod8nb/int8vllm_updated_with_nemotron_35_bolt_74b/) -- lead source

### Tile downgrading: getting a 2048 AI to 32768 without more training [video]

- Permalink: https://110010.art/d/b4fe80817184434a/
- Original: https://www.youtube.com/watch?v=2JgszpB4Cos
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Tile downgrading: getting a 2048 AI to 32,768 without more training [video]

Coverage:
- Hacker News (AI) (2026-11-05): [Tile downgrading: getting a 2048 AI to 32,768 without more training [video]](https://news.ycombinator.com/item?id=50376404) -- lead source

### Has anyone tried Qwen-3.8-27B QSA?

- Permalink: https://110010.art/d/966a15964c654cde/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xocdy6/did_anyone_tried_qwen3827b_qsa/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Did anyone tried Qwen-3.8-27B QSA ?
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/)

Seen https://huggingface.co/pentacoxian-dev/Qwen3.8-27B-QSA-GSQ-RCO-GGUF and https://huggingface.co/higa2515/Qwen3.8-27B-QSA-BF16 But failed to see anyone here tried it. Found by...

Coverage:
- r/LocalLLaMA (2026-11-05): [Did anyone tried Qwen-3.8-27B QSA ?](https://www.reddit.com/r/LocalLLaMA/comments/1xocdy6/did_anyone_tried_qwen3827b_qsa/) -- lead source

### Generating 2k consistent AI images with the House Method

- Permalink: https://110010.art/d/794dd700e6354273/
- Original: http://blog.lockboxx.org/2026/11/generating-2k-consistent-ai-images.html
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Generating 2k Consistent AI Images: The House Method

Coverage:
- Hacker News (AI) (2026-11-05): [Generating 2k Consistent AI Images: The House Method](https://news.ycombinator.com/item?id=50376107) -- lead source

### Qwen 3.8-27B demonstrates tool usage to read and parse images via a screenshot tool

- Permalink: https://110010.art/d/6fbd12d8cb6a41e3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xobzg3/qwen_be_like/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: Qwen be like
- Tags: [Qwen](https://110010.art/tags/qwen/)

Paraphrasing the thinking I saw from Qwen3.8-27B >Hmm, I can take the screenshot, there's a tool for that. But wait, I'm an LLM, I can only read text. >Whatever, let's try calling the tool and see what I can do,...

Coverage:
- r/LocalLLaMA (2026-11-05): [Qwen be like](https://www.reddit.com/r/LocalLLaMA/comments/1xobzg3/qwen_be_like/) -- lead source

### Baidu releases ERNIE-5.5-Flash-Base model on Hugging Face

- Permalink: https://110010.art/d/7ec0bea45e2f465e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xobtwx/baiduernie55flashbase_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: baidu/ERNIE-5.5-Flash-Base · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

https://huggingface.co/baidu/ERNIE-5.5-Flash-Base https://ernie.baidu.com/release/ernie-5-5-flash-base/ Processing img 1u7y6j9hpqzh1...    submitted by    /u/External_Mood4719   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-05): [baidu/ERNIE-5.5-Flash-Base · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xobtwx/baiduernie55flashbase_hugging_face/) -- lead source

### CCORE GLB-3D-Coder 4B final model and full weights released; fine-tuned Qwen3.5-4B generates reusable 3D assets and exports GLB/Three.js scenes

- Permalink: https://110010.art/d/fc74c9e91e554905/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xobe4h/ccore_glb3dcoder_4b_final_model_and_full_weights/
- Source: r/LocalLLaMA
- Published: 2026-11-05
- Original headline: CCORE GLB-3D-Coder 4B final model and full weights are out
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hey everyone! Following up on my previous post: the final version of CCORE GLB-3D-Coder is now available, including the full Safetensors weights. It’s a full fine-tune of Qwen3.5-4B for generating reusable 3D assets....

Coverage:
- r/LocalLLaMA (2026-11-05): [CCORE GLB-3D-Coder 4B final model and full weights are out](https://www.reddit.com/r/LocalLLaMA/comments/1xobe4h/ccore_glb3dcoder_4b_final_model_and_full_weights/) -- lead source
- r/LocalLLaMA (2026-11-06): [CCORE GLB-3D-Coder dataset is here: 3,918 rendered and tested examples across 40 domains](https://www.reddit.com/r/LocalLLaMA/comments/1xozbe6/ccore_glb3dcoder_dataset_is_here_3918_rendered/)

### Microsoft stock analysis: AI bubble? Explain these earnings.

- Permalink: https://110010.art/d/27906f582dfc4378/
- Original: https://www.youtube.com/watch?v=-4aITC7loeo
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: EP 37 – Microsoft Stock Analysis: AI Bubble? Explain These Earnings. [video]

Coverage:
- Hacker News (AI) (2026-11-05): [EP 37 – Microsoft Stock Analysis: AI Bubble? Explain These Earnings. [video]](https://news.ycombinator.com/item?id=50375730) -- lead source

### AI isn’t slop. It’s just the generic average. And not you

- Permalink: https://110010.art/d/9f9384c5716a4dd7/
- Original: https://www.catchkill9.dev/posts/voiceprint-open-source.html
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: AI isn't slop. It's just the generic average. And not you

Coverage:
- Hacker News (AI) (2026-11-05): [AI isn't slop. It's just the generic average. And not you](https://news.ycombinator.com/item?id=50375690) -- lead source

### LifeVal evaluates AI model performance on personalized agentic consumer tasks

- Permalink: https://110010.art/d/8e0e76fe8ea4493f/
- Original: https://cdn.openai.com/pdf/lifeval.pdf
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: LifeVal: Evaluating AI Model Performance on Personalized Agentic Consumer Tasks [pdf]

Coverage:
- Hacker News (AI) (2026-11-05): [LifeVal: Evaluating AI Model Performance on Personalized Agentic Consumer Tasks [pdf]](https://news.ycombinator.com/item?id=50375549) -- lead source

### Secure meeting room for humans that AI can’t see

- Permalink: https://110010.art/d/9d76734d86da4a0f/
- Original: https://qube.so
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Secure meeting room for humans that AI can't see

Coverage:
- Hacker News (AI) (2026-11-05): [Secure meeting room for humans that AI can't see](https://news.ycombinator.com/item?id=50375520) -- lead source

### Open-weight AI models can exploit the patch gap

- Permalink: https://110010.art/d/36ebdff3cebe4533/
- Original: https://epoch.ai/publications/open-weight-models-patch-gap
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Open-weight AI models can exploit the patch gap](https://news.ycombinator.com/item?id=50375366) -- lead source

### What are vector embeddings? An interactive guide

- Permalink: https://110010.art/d/2023979a42d744d3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xo9vl3/what_are_vector_embeddings_an_interactive_guide/
- Source: r/LocalLLaMA
- Published: 2026-11-05

Hey r/LocalLLaMA I'm Abdur-Rahman Butler, a machine learning engineer at Isaacus. I made an interactive write-up that walks you through the A to Z of vector embeddings, inspired by Brendan Bycroft's incredible...

Coverage:
- r/LocalLLaMA (2026-11-05): [What are vector embeddings? An interactive guide](https://www.reddit.com/r/LocalLLaMA/comments/1xo9vl3/what_are_vector_embeddings_an_interactive_guide/) -- lead source

### Rack Community: a self-hosted AI lab whose job runner won't overload the box

- Permalink: https://110010.art/d/17f7b0595f9b4de9/
- Original: https://github.com/ohhbeehave35-commits/rack-community
- Source: Hacker News (AI)
- Published: 2026-11-05

Coverage:
- Hacker News (AI) (2026-11-05): [Rack Community: a self-hosted AI lab whose job runner won't overload the box](https://news.ycombinator.com/item?id=50375035) -- lead source

### What’s the worst bug an AI coding agent silently introduced into your code?

- Permalink: https://110010.art/d/1f53849cb2dc424d/
- Original: https://news.ycombinator.com/item?id=50374984
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: What's the worst bug an AI coding agent silently introduced into your code?

Coverage:
- Hacker News (AI) (2026-11-05): [What's the worst bug an AI coding agent silently introduced into your code?](https://news.ycombinator.com/item?id=50374984) -- lead source

### Septaro launches AI-powered weekly reset to help users pursue their goals

- Permalink: https://110010.art/d/fbb61d068cfb4efa/
- Original: https://septaro.com
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Septaro, an AI-powered weekly reset to help you pursue your goals

Coverage:
- Hacker News (AI) (2026-11-05): [Septaro, an AI-powered weekly reset to help you pursue your goals](https://news.ycombinator.com/item?id=50374836) -- lead source

### AI-created films and TV shows reach high quality levels, according to the study.

- Permalink: https://110010.art/d/33f4ea50fe694391/
- Original: https://crateh.com/en
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Flims and TV shows created using AI have now reached a high level of quality

Coverage:
- Hacker News (AI) (2026-11-05): [Flims and TV shows created using AI have now reached a high level of quality](https://news.ycombinator.com/item?id=50374741) -- lead source

### Show HN: Mailbox.bot provides a real street address for AI agents

- Permalink: https://110010.art/d/92de6eb959104bae/
- Original: https://mailbox.bot
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Show HN: Mailbox.bot – A real street address for AI agents

Coverage:
- Hacker News (AI) (2026-11-05): [Show HN: Mailbox.bot – A real street address for AI agents](https://news.ycombinator.com/item?id=50374736) -- lead source

### Ask HN: AI coding preference

- Permalink: https://110010.art/d/0ef56440ff634ad1/
- Original: https://news.ycombinator.com/item?id=50374297
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: AI Coding Preference

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: AI Coding Preference](https://news.ycombinator.com/item?id=50374297) -- lead source

### The state of enterprise ai in 2026: trends, challenges, and progress across organizations (no clickbait)

- Permalink: https://110010.art/d/7fad23aa305c41b7/
- Original: https://menlovc.com/perspective/2026-the-state-of-enterprise-ai/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: 2026: The State of Enterprise AI

Coverage:
- Hacker News (AI) (2026-11-05): [2026: The State of Enterprise AI](https://news.ycombinator.com/item?id=50374183) -- lead source

### Bansat – let your AI agent write the blueprint before the code

- Permalink: https://110010.art/d/91000fafec8648c9/
- Original: https://github.com/bewithkhan/bansat
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Bansat – Make your AI agent write the blueprint before the code

Coverage:
- Hacker News (AI) (2026-11-05): [Bansat – Make your AI agent write the blueprint before the code](https://news.ycombinator.com/item?id=50373908) -- lead source

### Harvey AI sponsors HBO original series War.

- Permalink: https://110010.art/d/dbe7877d79374c50/
- Original: https://www.instagram.com/reel/DfVLkeKtbyD/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Harvey AI Is Proud to Sponsor the HBO Original Series, War

Coverage:
- Hacker News (AI) (2026-11-05): [Harvey AI Is Proud to Sponsor the HBO Original Series, War](https://news.ycombinator.com/item?id=50373556) -- lead source

### Why LSP, the LSP plugin, and Claude Code do not save tokens

- Permalink: https://110010.art/d/ee313d0468034502/
- Original: https://byteask.ai/research/lsp-claude-code-cpp
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Why LSP, Why the LSP Plugin, and Why Claude Code Doesn't Save Tokens
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-05): [Why LSP, Why the LSP Plugin, and Why Claude Code Doesn't Save Tokens](https://news.ycombinator.com/item?id=50373413) -- lead source

### Ask HN: have you changed your setup in the age of AI and mass vulnerabilities?

- Permalink: https://110010.art/d/4c2d2bcd383e4800/
- Original: https://news.ycombinator.com/item?id=50373223
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: Ask HN: Have you changed your setup in the age of AI and mass vulnerabilities?

Coverage:
- Hacker News (AI) (2026-11-05): [Ask HN: Have you changed your setup in the age of AI and mass vulnerabilities?](https://news.ycombinator.com/item?id=50373223) -- lead source

### CodeRabbit automates review, triage, and security for AI-generated PRs

- Permalink: https://110010.art/d/3314f25e791f45a6/
- Original: https://www.coderabbit.ai
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: CodeRabbit – Automated review, triage, and security for AI-generated PRs

Coverage:
- Hacker News (AI) (2026-11-05): [CodeRabbit – Automated review, triage, and security for AI-generated PRs](https://news.ycombinator.com/item?id=50373157) -- lead source

### Nerves of steel needed to work with AI agents

- Permalink: https://110010.art/d/337fc950bb374cfc/
- Original: https://orchidfiles.com/youll-need-nerves-of-steel-to-work-with-ai-agents/
- Source: Hacker News (AI)
- Published: 2026-11-05
- Original headline: You'll need nerves of steel to work with AI agents

Coverage:
- Hacker News (AI) (2026-11-05): [You'll need nerves of steel to work with AI agents](https://news.ycombinator.com/item?id=50373149) -- lead source

### Show HN: BrowserForge uses your real browser for AI agents with user-approved clicks

- Permalink: https://110010.art/d/33267e79d17540c7/
- Original: https://github.com/zoghlamimostafa/BrowserForge-MCP
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: BrowserForge – AI agents use your real browser, you approve the clicks

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: BrowserForge – AI agents use your real browser, you approve the clicks](https://news.ycombinator.com/item?id=50373055) -- lead source

### TikTok cinema: inside AI microdramas

- Permalink: https://110010.art/d/3cec974fba62470e/
- Original: https://www.lwlies.com/long-read/tiktok-cinema-inside-ai-microdramas
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: TikTok Cinema: Inside AI Microdramas

Coverage:
- Hacker News (AI) (2026-11-04): [TikTok Cinema: Inside AI Microdramas](https://news.ycombinator.com/item?id=50372948) -- lead source

### Qwen 4 expected soon; user asks what to look forward to in the update

- Permalink: https://110010.art/d/fa01bc5f25d047bc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xo3ikc/what_are_you_looking_forward_to_in_qwen_4/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: What are you looking forward to in Qwen 4?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Qwen 4 will be upon us soon. What are you most excited about? I hope to see: 27B with more efficient KV, so 128k doesn't need 8 GiB or whatever. Flash the same architecture as Q38FN, so 125B-A6B for all us desktop...

Coverage:
- r/LocalLLaMA (2026-11-04): [What are you looking forward to in Qwen 4?](https://www.reddit.com/r/LocalLLaMA/comments/1xo3ikc/what_are_you_looking_forward_to_in_qwen_4/) -- lead source

### Two 5060Ti GPUs moved to an HPE ProLiant DL380 Gen9 to run Qwen Flash next; user asks if setup is viable

- Permalink: https://110010.art/d/8aaeaceef1994261/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xo3gwa/27b_vs_flash_next/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: 27B vs Flash next
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hey guys, I need some advice. My actual setup is this: ryzen 5600 / 32GB RAM / 128GB SSD / 32GB VRAM (2x16GB 5060ti) Running vLLM with Qwen 27B NVFP4 with 250k context. But now I can get my hands on an old HPE...

Coverage:
- r/LocalLLaMA (2026-11-04): [27B vs Flash next](https://www.reddit.com/r/LocalLLaMA/comments/1xo3gwa/27b_vs_flash_next/) -- lead source

### Top of the Democratic agenda on day 1: pause on advanced AI development, says Yassamin Ansari

- Permalink: https://110010.art/d/3c914e2e1c3c4d55/
- Original: https://twitter.com/RepYassAnsari/status/2118054336077127797
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Yassamin Ansari: Top of the Democratic agenda on day 1 pause on advanced AI dev

Coverage:
- Hacker News (AI) (2026-11-04): [Yassamin Ansari: Top of the Democratic agenda on day 1 pause on advanced AI dev](https://news.ycombinator.com/item?id=50372911) -- lead source

### AI poisoning: are we using AI, or is AI using us?

- Permalink: https://110010.art/d/dce88180dfb044df/
- Original: https://blog.sparkcan.com/posts/ai-poisoning/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [AI poisoning: are we using AI, or is AI using us?](https://news.ycombinator.com/item?id=50372853) -- lead source

### AI triggers PCB shortage for PC makers as order books fill until 2030, costs 12x

- Permalink: https://110010.art/d/fdbcc8ad97b24038/
- Original: https://www.tomshardware.com/pc-components/ai-demand-triggers-massive-pcb-shortage-for-pc-makers-as-order-books-full-until-2030-lead-times-stretch-to-30-months-as-material-costs-surge-12x
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI triggers PCB shortage for PC makers as order books full until 2030, costs 12x

Coverage:
- Hacker News (AI) (2026-11-04): [AI triggers PCB shortage for PC makers as order books full until 2030, costs 12x](https://news.ycombinator.com/item?id=50372693) -- lead source

### Show HN: Using GPUs for other tasks than AI; important prime record for the geeks

- Permalink: https://110010.art/d/b54989045cc440c6/
- Original: https://github.com/djuk8/beacon/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Using GPUs for other bs than AI – important prime record for the geeks

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Using GPUs for other bs than AI – important prime record for the geeks](https://news.ycombinator.com/item?id=50372526) -- lead source

### Ricursive Intelligence releases Ripple-65B-Preview dense model; benchmarks compare it with Muse Spark Open and Recursive Beam

- Permalink: https://110010.art/d/c63fcd86e44248f7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xo2arv/ricursive_intelligence_ripple65bpreview_new_dense/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Ricursive Intelligence Ripple-65B-Preview: New Dense Model!
- Tags: [Muse Spark](https://110010.art/tags/muse-spark/)

So Ricursive Intelligence (not to be confused with Recursive, the makers of Flint) just dropped the preview of their new dense 65B model, which appears to have really impressive performance, putting it on the...

Coverage:
- r/LocalLLaMA (2026-11-04): [Ricursive Intelligence Ripple-65B-Preview: New Dense Model!](https://www.reddit.com/r/LocalLLaMA/comments/1xo2arv/ricursive_intelligence_ripple65bpreview_new_dense/) -- lead source

### Clawd's Bar opens—a speakeasy for AI agents and a new kind of service with it

- Permalink: https://110010.art/d/974c4fc57b8c4241/
- Original: https://x.com/clawds_bar
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Clawd's Bar opens - a speakeasy for AI agents and a new kind of service with it

Coverage:
- Hacker News (AI) (2026-11-04): [Clawd's Bar opens - a speakeasy for AI agents and a new kind of service with it](https://news.ycombinator.com/item?id=50372513) -- lead source

### Chess X GO custom AI

- Permalink: https://110010.art/d/44630988f14f4db8/
- Original: https://news.ycombinator.com/item?id=50372412
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Chess X GO custom AI](https://news.ycombinator.com/item?id=50372412) -- lead source

### NYTimes demands Brave shut down its paywall blocker and end deals with AI firms

- Permalink: https://110010.art/d/7a572d49ecc34b34/
- Original: https://arstechnica.com/tech-policy/2026/11/nyt-demands-brave-shut-down-its-paywall-blocker-and-end-deals-with-ai-firms/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: NYT demands Brave shut down its paywall blocker and end deals with AI firms

Coverage:
- Hacker News (AI) (2026-11-04): [NYT demands Brave shut down its paywall blocker and end deals with AI firms](https://news.ycombinator.com/item?id=50372312) -- lead source

### Show HN: Amigent – AI agent and remote desktop for Commodore Amiga over 50 KB/s

- Permalink: https://110010.art/d/06c141b2459c4e2e/
- Original: https://github.com/akustikrausch/amigent
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Amigent – AI agent and remote desktop for Commodore Amiga over 50 KB/s](https://news.ycombinator.com/item?id=50372207) -- lead source

### Show HN: I built a hosting platform for small AI-generated software

- Permalink: https://110010.art/d/89593013dd18497f/
- Original: https://host0.ai
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: I built a hosting for small AI-generated software

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: I built a hosting for small AI-generated software](https://news.ycombinator.com/item?id=50372176) -- lead source

### AI helps police recover painting missing for 20 years

- Permalink: https://110010.art/d/97329f19e7a04ce8/
- Original: https://www.bbc.com/future/article/20261027-this-painting-went-missing-20-years-ago-police-tracked-it-down-with-the-help-of-ai
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: A painting went missing 20 years ago. Police tracked it down with the help of AI

Coverage:
- Hacker News (AI) (2026-11-04): [A painting went missing 20 years ago. Police tracked it down with the help of AI](https://news.ycombinator.com/item?id=50372151) -- lead source

### Qwen 35B-A3B shows superior reasoning to gemma 4 26B A4B based on model tests; user seeks faster models with equal or better reasoning

- Permalink: https://110010.art/d/97ce79d83a164a81/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xo18bg/qwen_35ba3b_has_better_reasoning_than_gemma_4_26b/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Qwen 35B-A3B has better reasoning than gemma 4 26B A4B. Is there anything better (with that speed ans size and activated parameters)?
- Tags: [Gemma](https://110010.art/tags/gemma/), [Qwen](https://110010.art/tags/qwen/)

I have my own way to test models for their pure reasoning. I have a series of unpublished and original logic puzzles and I use them to rank models. After thorough testing, in my opinion, Qwen 35B-A3B (and derivates...

Coverage:
- r/LocalLLaMA (2026-11-04): [Qwen 35B-A3B has better reasoning than gemma 4 26B A4B. Is there anything better (with that speed ans size and activated parameters)?](https://www.reddit.com/r/LocalLLaMA/comments/1xo18bg/qwen_35ba3b_has_better_reasoning_than_gemma_4_26b/) -- lead source

### Mentat: one memory for all my AI tools

- Permalink: https://110010.art/d/078d4fa505704119/
- Original: https://blog.benjamin.ie/blog/mentat
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Mentat: One memory for all my AI tools

Coverage:
- Hacker News (AI) (2026-11-04): [Mentat: One memory for all my AI tools](https://news.ycombinator.com/item?id=50372054) -- lead source

### Hyper-Optimized AI Engineer

- Permalink: https://110010.art/d/a55efacd8c834955/
- Original: https://www.youtube.com/watch?v=MhEL9cvLxQE
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: The Hyper-Optimized AI Engineer

Coverage:
- Hacker News (AI) (2026-11-04): [The Hyper-Optimized AI Engineer](https://news.ycombinator.com/item?id=50371972) -- lead source

### Advancing the quality-efficiency frontier for coding AI on Windows PCs.

- Permalink: https://110010.art/d/94aee4d2d0e54e46/
- Original: https://devblogs.microsoft.com/foundry-on-windows/coding-ai-on-windows-pcs-quality-efficiency/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Advancing the Quality-Efficiency Frontier for Coding AI on Windows PCs

Coverage:
- Hacker News (AI) (2026-11-04): [Advancing the Quality-Efficiency Frontier for Coding AI on Windows PCs](https://news.ycombinator.com/item?id=50371607) -- lead source

### AuroraIMG2-100M released; model card details training, architecture, and quick start with samples (Apache 2.0)

- Permalink: https://110010.art/d/deed08f928ce4734/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnzynf/auroraimg2100m_releases/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: AuroraIMG2-100M Releases!

This new model achieves large improvements from the Preview. A detailed explanation on its training, architecture can be found in the model card, as well as a quick start (diffusers compatible), and samples. It is...

Coverage:
- r/LocalLLaMA (2026-11-04): [AuroraIMG2-100M Releases!](https://www.reddit.com/r/LocalLLaMA/comments/1xnzynf/auroraimg2100m_releases/) -- lead source

### AI's building boom meets a blue wave; Neocloud stocks fall

- Permalink: https://110010.art/d/d43ad2bb3d4d4244/
- Original: https://www.investors.com/news/technology/coreweave-nebius-slide-as-blue-wave-clouds-ai-boom/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI's Building Boom Meets a Blue Wave. 'Neocloud' Stocks Fall

Coverage:
- Hacker News (AI) (2026-11-04): [AI's Building Boom Meets a Blue Wave. 'Neocloud' Stocks Fall](https://news.ycombinator.com/item?id=50371515) -- lead source

### Everything is an AI scam now

- Permalink: https://110010.art/d/04d47126c98044b9/
- Original: https://www.davidralphlewis.co.uk/posts/everything-is-an-ai-scam-now/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Everything is an AI scam now](https://news.ycombinator.com/item?id=50371508) -- lead source

### Show HN: Mastodon desktop client built with Claude, Rust, and GTK4

- Permalink: https://110010.art/d/fc93f142c54e4a26/
- Original: https://github.com/aisloperator/fedigoo
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Mastodon desktop client, made with Claude, using Rust and GTK4
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Mastodon desktop client, made with Claude, using Rust and GTK4](https://news.ycombinator.com/item?id=50371490) -- lead source

### Science is drowning in AI slop; AI slop threatens trust in science

- Permalink: https://110010.art/d/dcf3ae1ea1394b81/
- Original: https://www.theatlantic.com/science/2026/01/ai-slop-science-publishing/685704/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Science Is Drowning in AI Slop

Coverage:
- Hacker News (AI) (2026-11-04): [Science Is Drowning in AI Slop](https://news.ycombinator.com/item?id=50371470) -- lead source
- Hacker News (AI) (2026-11-05): [AI Slop Threatens Trust in Science](https://news.ycombinator.com/item?id=50377648)

### Qwen3.8 27B runs on a low-end laptop and became the user’s main model for coding; the user describes very slow performance but successful local LLM usage due to restricted access to cloud APIs.

- Permalink: https://110010.art/d/27d61e38328a4d0d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnzo38/qwen38_27b_q4_on_my_lowend_laptop_and_it_became/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Qwen3.8 27B Q4 on my low-end Laptop, and it became my main Model usage for coding
- Tags: [Qwen](https://110010.art/tags/qwen/), [Claude](https://110010.art/tags/claude/)

my laptop is very old, like 20G of ram 4G Vram 256G NVMe Gen3 From samsung i7 8th gen on these specs i got around 0.67 - 0.77 token per second yes, extremely slow, most of you won't even like it, or use it but free...

Coverage:
- r/LocalLLaMA (2026-11-04): [Qwen3.8 27B Q4 on my low-end Laptop, and it became my main Model usage for coding](https://www.reddit.com/r/LocalLLaMA/comments/1xnzo38/qwen38_27b_q4_on_my_lowend_laptop_and_it_became/) -- lead source
- r/LocalLLaMA (2026-11-05): [Qwen3.8-27B has become unuseable recently](https://www.reddit.com/r/LocalLLaMA/comments/1xoeeyf/qwen3827b_has_become_unuseable_recently/)

### Openseek alone accounted for 53% of all tokens on Openrouter yesterday; Open-weights labs total over 75% now

- Permalink: https://110010.art/d/f104664a5aad40ee/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnz8ct/deepseek_alone_accounted_for_53_of_all_27/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Deepseek alone accounted for 53% of all (27 trillion) tokens on Openrouter yesterday. Open-weights labs totaling over 75% now
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Source: https://dirac.run/labs-market-share#daily-token-share-by-lab     submitted by    /u/Comfortable-Rock-498   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Deepseek alone accounted for 53% of all (27 trillion) tokens on Openrouter yesterday. Open-weights labs totaling over 75% now](https://www.reddit.com/r/LocalLLaMA/comments/1xnz8ct/deepseek_alone_accounted_for_53_of_all_27/) -- lead source

### Why your AI uses so many tokens

- Permalink: https://110010.art/d/cf508295693c41f1/
- Original: https://blog.raed.dev/posts/context-window/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Why is your AI using so many tokens?

Coverage:
- Hacker News (AI) (2026-11-04): [Why is your AI using so many tokens?](https://news.ycombinator.com/item?id=50370975) -- lead source

### Kenyan startup builds AI around mobile money and low-cost phones

- Permalink: https://110010.art/d/d35716556c6c433c/
- Original: https://spectrum.ieee.org/ai-small-business-mobile-money-startup
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Kenyan startup builds AI around mobile money and low-cost phones](https://news.ycombinator.com/item?id=50370899) -- lead source

### Top platforms to create AI-powered courses and get certified

- Permalink: https://110010.art/d/0f5ce8aa992c4502/
- Original: https://kadhar.dev/blog/top-ai-course-platforms
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Top Platforms to Create AI-Powered Courses and Get Certified

Coverage:
- Hacker News (AI) (2026-11-04): [Top Platforms to Create AI-Powered Courses and Get Certified](https://news.ycombinator.com/item?id=50370855) -- lead source

### Abdul El-Sayed is the Pause AI candidate: Chinese labs are just spoofing off US

- Permalink: https://110010.art/d/62c49ad2819643bc/
- Original: https://twitter.com/ONagel33303/status/2117452882773684550
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Abdul El-Sayed is the Pause AI candidate: Chinese labs are just spoofing off US](https://news.ycombinator.com/item?id=50370680) -- lead source

### Qualcomm Cloud AI 100 Ultra — 150W AI accelerator card with 128GB at 548GB/s

- Permalink: https://110010.art/d/f90a897ad9654828/
- Original: https://www.qualcomm.com/data-center/products/cloud-ai-100-ultra
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Qualcomm Cloud AI 100 Ultra – 150W AI Accelerator Card with 128GB at 548GB/s

Coverage:
- Hacker News (AI) (2026-11-04): [Qualcomm Cloud AI 100 Ultra – 150W AI Accelerator Card with 128GB at 548GB/s](https://news.ycombinator.com/item?id=50370654) -- lead source

### Custom engine epidemic: an idea on how anyone could benefit; how to gently stop it

- Permalink: https://110010.art/d/311feecd4d9a4ed8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnxsdd/custom_engine_epidemic_an_idea_on_how_anyone/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Custom engine epidemic: an idea on how anyone could benefit (or how to gently stop it)

We should "digest" them into reusable sub-modules. Ok from the beginning: recently we are struck by this epidemic of custom engines, vibecoded solutions tailored on a very specific hardware. probably behind each one...

Coverage:
- r/LocalLLaMA (2026-11-04): [Custom engine epidemic: an idea on how anyone could benefit (or how to gently stop it)](https://www.reddit.com/r/LocalLLaMA/comments/1xnxsdd/custom_engine_epidemic_an_idea_on_how_anyone/) -- lead source

### RicursiveAI/Ripple-65B-Preview; submitted by /u/coder543 on Hugging Face

- Permalink: https://110010.art/d/055a4213122345ca/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnx3cs/ricursiveairipple65bpreview_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: ricursiveAI/Ripple-65B-Preview · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

submitted by    /u/coder543   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [ricursiveAI/Ripple-65B-Preview · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xnx3cs/ricursiveairipple65bpreview_hugging_face/) -- lead source
- r/LocalLLaMA (2026-11-04): [Ripple-65B Preview, 65B dense LLM trained from scratch](https://www.reddit.com/r/LocalLLaMA/comments/1xnyd20/ripple65b_preview_65b_dense_llm_trained_from/)

### Show HN: Jinna, AI agents that run a one-person business with you

- Permalink: https://110010.art/d/039813fd86884eb0/
- Original: https://jinna.ai/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Jinna, Company Brain& AI agents that run a one-person business with you

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Jinna, Company Brain& AI agents that run a one-person business with you](https://news.ycombinator.com/item?id=50370194) -- lead source

### I asked AI Claude Opus 4.8 to review my MRI

- Permalink: https://110010.art/d/12926ec0e01f4824/
- Original: https://www.leecoweb.com/i-asked-ai-claude-opus-4-8-to-review-my-mri/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: I asked AI (Claude Opus 4.8) to review my MRI
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-04): [I asked AI (Claude Opus 4.8) to review my MRI](https://news.ycombinator.com/item?id=50370145) -- lead source

### Show HN: Fount provides verifiably private AI for spreadsheets and documents

- Permalink: https://110010.art/d/d9b36858cba4458d/
- Original: https://www.fount.sh/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Fount – Verifiably private AI for your spreadsheets and documents

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Fount – Verifiably private AI for your spreadsheets and documents](https://news.ycombinator.com/item?id=50370057) -- lead source

### AI Agent Platform launches new capabilities for autonomous decision-making

- Permalink: https://110010.art/d/e0af6d92658c4276/
- Original: https://agent.svoxx.com/int/en
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI Agent Platform

Coverage:
- Hacker News (AI) (2026-11-04): [AI Agent Platform](https://news.ycombinator.com/item?id=50370026) -- lead source

### China's first AI-generated film flops; some see it as the future.

- Permalink: https://110010.art/d/f19b0f16239b421d/
- Original: https://www.theguardian.com/film/2026/nov/03/china-first-ai-generated-film-flops-cinema-future
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: China's first AI-generated film is a flop. Some still see it as the future

Coverage:
- Hacker News (AI) (2026-11-04): [China's first AI-generated film is a flop. Some still see it as the future](https://news.ycombinator.com/item?id=50369698) -- lead source

### Best harness for long autonomous coding tasks with full dev/test/update cycles taking days+ as of November 2026

- Permalink: https://110010.art/d/e3241da092184bfe/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnw1s5/as_of_november_2026_what_is_the_best_harness_for/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: As of November 2026, what is the best harness for doing long autonomous coding tasks, ones that have full loop of dev/test/update etc cycles, things that might take days+ to complete?

As of November 2026, what is the best harness for doing long autonomous coding tasks, ones that have full loop of dev/test/update etc cycles, things that might take days+ to complete? So for example, let's say you...

Coverage:
- r/LocalLLaMA (2026-11-04): [As of November 2026, what is the best harness for doing long autonomous coding tasks, ones that have full loop of dev/test/update etc cycles, things that might take days+ to complete?](https://www.reddit.com/r/LocalLLaMA/comments/1xnw1s5/as_of_november_2026_what_is_the_best_harness_for/) -- lead source

### AI can read neural network weights; I wasn’t ready for that. – Arcturus Labs

- Permalink: https://110010.art/d/a3ed6fc0b144419c/
- Original: https://arcturus-labs.com/blog/2026/11/03/ai-can-read-neural-network-weights-i-wasnt-ready-for-that/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI Can Read Neural Network Weights. I Wasn't Ready for That

Coverage:
- Hacker News (AI) (2026-11-04): [AI Can Read Neural Network Weights. I Wasn't Ready for That](https://news.ycombinator.com/item?id=50369627) -- lead source

### Open-source LLM firewall offers reversible PII scrubbing and FinOps routing

- Permalink: https://110010.art/d/0ee8326860b54dad/
- Original: https://github.com/67spp/sentinsentinel-ai-gateway
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Open-source LLM Firewall with reversible PII scrubbing and FinOps routing

Coverage:
- Hacker News (AI) (2026-11-04): [Open-source LLM Firewall with reversible PII scrubbing and FinOps routing](https://news.ycombinator.com/item?id=50369623) -- lead source

### Farmer destroys 10 hectares of crops after following AI advice.

- Permalink: https://110010.art/d/de02ab7378e14c47/
- Original: https://miguelstudy.pages.dev/a-farmer-destroys-10-hectares-of-crops/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: A farmer destroys 10 hectares of crops after following AI advice

Coverage:
- Hacker News (AI) (2026-11-04): [A farmer destroys 10 hectares of crops after following AI advice](https://news.ycombinator.com/item?id=50369544) -- lead source

### Show HN: Atlas lets AI agents use your Mac without taking over your screen

- Permalink: https://110010.art/d/210b1469b67e4bb1/
- Original: https://atlas.insanearts.io/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Atlas – Let AI agents use your Mac without taking over your screen

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Atlas – Let AI agents use your Mac without taking over your screen](https://news.ycombinator.com/item?id=50369542) -- lead source

### Accenture contractor linked a personal Claude AI agent to a Pentagon system

- Permalink: https://110010.art/d/98d3bf931cba4bff/
- Original: https://www.ibtimes.co.uk/claude-code-agent-pentagon-niprnet-access-allegations-1829425
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Accenture Contractor Linked Personal Claude AI Agent to Pentagon System
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-04): [Accenture Contractor Linked Personal Claude AI Agent to Pentagon System](https://news.ycombinator.com/item?id=50369356) -- lead source

### Go vs. Python for an LLM gateway: what we measured

- Permalink: https://110010.art/d/894bc185fc2341a4/
- Original: https://blog.ai-process.dev/2026/10/26/go-vs-python-llm-gateway/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Go vs. Python for an LLM Gateway: What We Measured

Coverage:
- Hacker News (AI) (2026-11-04): [Go vs. Python for an LLM Gateway: What We Measured](https://news.ycombinator.com/item?id=50369282) -- lead source

### nRF71 series combines Wi-Fi, Bluetooth LE, Thread, and on-device AI on a single chip

- Permalink: https://110010.art/d/6032a7ce48e14dfd/
- Original: https://www.nordicsemi.com/Nordic-news/2026/11/Nordic-brings-edge-AI-to-battery-powered-WiFi-devices-20-times-lower-standby-power-with-nRF71-Series
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: nRF71: Wi-Fi, Bluetooth LE, Thread, and On-Device AI on a Single Chip

Coverage:
- Hacker News (AI) (2026-11-04): [nRF71: Wi-Fi, Bluetooth LE, Thread, and On-Device AI on a Single Chip](https://news.ycombinator.com/item?id=50369197) -- lead source

### AI is getting better; running it yourself is getting harder

- Permalink: https://110010.art/d/d6e4448a70454ef0/
- Original: https://operator0x.com/field-notes/running-ai-yourself/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI Is Getting Better. Running It Yourself Is Getting Harder

Coverage:
- Hacker News (AI) (2026-11-04): [AI Is Getting Better. Running It Yourself Is Getting Harder](https://news.ycombinator.com/item?id=50369161) -- lead source

### Unsloth releases Qwen3.8-Flash-Next GGUFs V3.1 update with 15% higher accuracy

- Permalink: https://110010.art/d/d9911568640d4bee/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnuva2/unsloth_qwen38flashnext_ggufs_v31_update_november/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Unsloth Qwen3.8-Flash-Next GGUFs V3.1 Update (November 4th 2026)
- Tags: [Qwen](https://110010.art/tags/qwen/)

now you can spend your evening downloading new version of QFN https://unsloth.ai/docs/models/qwen3.8-next "15% higher accuracy"    submitted by    /u/jacek2023   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Unsloth Qwen3.8-Flash-Next GGUFs V3.1 Update (November 4th 2026)](https://www.reddit.com/r/LocalLLaMA/comments/1xnuva2/unsloth_qwen38flashnext_ggufs_v31_update_november/) -- lead source

### Qwen 3.8 FN quant compares 15% better than GSQ RCO; IQ_3S GSQ RCO nets 99.0% of BF16 performance across 12 benchmarks

- Permalink: https://110010.art/d/ac8054a5c31b4ae9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnutr6/qwen_38_flash_next_gsq_rco_quant_as_good_as_bf16/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Qwen 3.8 Flash Next GSQ RCO quant as good as BF16
- Tags: [Qwen](https://110010.art/tags/qwen/)

Unsloth has posted about their UD v3.1 quant for Qwen3.8 FN on X saying their new quant is 15% better than GSQ RCO as the almost same file size. But the takeaway from the post for me and many other how are using...

Coverage:
- r/LocalLLaMA (2026-11-04): [Qwen 3.8 Flash Next GSQ RCO quant as good as BF16](https://www.reddit.com/r/LocalLLaMA/comments/1xnutr6/qwen_38_flash_next_gsq_rco_quant_as_good_as_bf16/) -- lead source

### Voice remixing in Gemini 3.8 Flash TTS

- Permalink: https://110010.art/d/02dc2916bb4c415b/
- Original: https://aistudio.google.com/docs/voice-remixing
- Source: Hacker News (AI)
- Published: 2026-11-04
- Tags: [Gemini 3.8 Flash](https://110010.art/tags/gemini-3.8-flash/), [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-04): [Voice remixing in Gemini 3.8 Flash TTS](https://news.ycombinator.com/item?id=50369043) -- lead source

### What even is code mode?

- Permalink: https://110010.art/d/b8dd3e0c598049f5/
- Original: https://polylane.com/blog/what-even-is-code-mode/
- Source: Lobsters (AI)
- Published: 2026-11-04

Comments

Coverage:
- Lobsters (AI) (2026-11-04): [What even is code mode?](https://polylane.com/blog/what-even-is-code-mode/) -- lead source

### Dev reverse engineers billion-dollar Harvey AI and releases it free, open source

- Permalink: https://110010.art/d/208dd7a6d7ed4fbe/
- Original: https://apnews.com/press-release/ein-presswire-newsmatics/press-release-89b81414fe7cc937935f093a01305110
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Dev Reverse Engineers Billion Dollar Harvey AI and Releases It Free, Open Source

Coverage:
- Hacker News (AI) (2026-11-04): [Dev Reverse Engineers Billion Dollar Harvey AI and Releases It Free, Open Source](https://news.ycombinator.com/item?id=50368948) -- lead source

### Korridor—someone made the game from ads [no AI]

- Permalink: https://110010.art/d/5fa72a1be1fb41c0/
- Original: https://store.steampowered.com/app/3739580/KORRIDOR/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Korridor – someone made the game from ads [no AI]

Coverage:
- Hacker News (AI) (2026-11-04): [Korridor – someone made the game from ads [no AI]](https://news.ycombinator.com/item?id=50368841) -- lead source

### Powerful people shaping the future of AI

- Permalink: https://110010.art/d/bb553179ac6748de/
- Original: https://nymag.com/intelligencer/article/most-powerful-people-in-ai-2026-list.html
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Powerful People Shaping the Future of AI

Coverage:
- Hacker News (AI) (2026-11-04): [Powerful People Shaping the Future of AI](https://news.ycombinator.com/item?id=50368816) -- lead source

### AI models can develop degradation over time in their learned representations.

- Permalink: https://110010.art/d/2e8d4b781b7141b1/
- Original: https://stories.tamu.edu/news/2026/10/21/ai-models-can-get-brain-rot-too/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI models can get brain rot, too

Coverage:
- Hacker News (AI) (2026-11-04): [AI models can get brain rot, too](https://news.ycombinator.com/item?id=50368810) -- lead source

### Kino AI (YC S23) launches AI media manager and video editor

- Permalink: https://110010.art/d/b553b2d0977540b7/
- Original: https://news.ycombinator.com/item?id=50368804
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Launch HN: Kino AI (YC S23) – AI media manager and video editor

Coverage:
- Hacker News (AI) (2026-11-04): [Launch HN: Kino AI (YC S23) – AI media manager and video editor](https://news.ycombinator.com/item?id=50368804) -- lead source
- Hacker News (AI) (2026-11-05): [Show HN: Revline – An open-source AI-native video editor](https://news.ycombinator.com/item?id=50380012)

### Kimi K3.1 is likely benchmaxxed (with some proof)

- Permalink: https://110010.art/d/b103c37e5f35453f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnu6y1/kimi_k31_is_likely_benchmaxxed_with_some_proof/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

PLEASE HAVE SOME NUANCE & READ EVERYTHING BEFORE YOU DOWNVOTE. I am open to alternate opinions (with proof). I have been suspecting that the Chinese models are far more jagged in terms of their capabilities and that...

Coverage:
- r/LocalLLaMA (2026-11-04): [Kimi K3.1 is likely benchmaxxed (with some proof)](https://www.reddit.com/r/LocalLLaMA/comments/1xnu6y1/kimi_k31_is_likely_benchmaxxed_with_some_proof/) -- lead source

### SambaNova and Supermicro to build AI inference systems combining RDUs and GPUs

- Permalink: https://110010.art/d/7ba788bf4fa0433a/
- Original: https://www.hpcwire.com/off-the-wire/sambanova-and-supermicro-to-build-ai-inference-systems-combining-rdus-and-gpus/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: SambaNova and Supermicro to Build AI Inference Systems Combining RDUs and GPUs

Coverage:
- Hacker News (AI) (2026-11-04): [SambaNova and Supermicro to Build AI Inference Systems Combining RDUs and GPUs](https://news.ycombinator.com/item?id=50368599) -- lead source

### LFM3-Omni-2B runs fully offline on iPhone 18 Pro Max at ~80 tok/s using custom WebGPU kernels in a React Native app

- Permalink: https://110010.art/d/ab4c9bfe456944cc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xntou1/lfm3omni2b_running_fully_offline_on_my_iphone_18/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: LFM3-Omni-2B running fully offline on my iPhone 18 Pro Max at ~80 tok/s, powered by custom WebGPU kernels in a React Native app.

submitted by    /u/xenovatech   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [LFM3-Omni-2B running fully offline on my iPhone 18 Pro Max at ~80 tok/s, powered by custom WebGPU kernels in a React Native app.](https://www.reddit.com/r/LocalLLaMA/comments/1xntou1/lfm3omni2b_running_fully_offline_on_my_iphone_18/) -- lead source

### What AI model to use for coding

- Permalink: https://110010.art/d/78645916511d40a4/
- Original: https://codingplans.dev/recipes/optimal-effort/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: What AI Model Effort to Use for Coding

Coverage:
- Hacker News (AI) (2026-11-04): [What AI Model Effort to Use for Coding](https://news.ycombinator.com/item?id=50368496) -- lead source

### Show HN: Renor provides a single memory for all AI agents

- Permalink: https://110010.art/d/856516b665724242/
- Original: https://github.com/renorai/renor-engine
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Renor – one memory for all your AI agents

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Renor – one memory for all your AI agents](https://news.ycombinator.com/item?id=50368495) -- lead source

### Speeding up eBPF file opens by 54% (Not AI Gen)

- Permalink: https://110010.art/d/6b8f981594244341/
- Original: https://nathannaveen.dev/posts/speeding-up-ebpf-file-opens/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Speeding Up eBPF File Opens by 54% (Not AI Gen)

Coverage:
- Hacker News (AI) (2026-11-04): [Speeding Up eBPF File Opens by 54% (Not AI Gen)](https://news.ycombinator.com/item?id=50368457) -- lead source

### A developer opened Postman, then two AI coding agents changed without permission.

- Permalink: https://110010.art/d/9af2766ce62f4354/
- Original: https://thenewstack.io/postman-plugin-coding-agents/
- Source: Lobsters (AI)
- Published: 2026-11-04
- Original headline: A developer opened Postman. Then two AI coding agents changed without their permission

Comments

Coverage:
- Lobsters (AI) (2026-11-04): [A developer opened Postman. Then two AI coding agents changed without their permission](https://thenewstack.io/postman-plugin-coding-agents/) -- lead source

### Show HN: First Silicon, real chip bugs that AI models miss

- Permalink: https://110010.art/d/05b796a48be74c5d/
- Original: https://umwelt.vision/first-silicon/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: First Silicon, real chip bugs that AI models miss](https://news.ycombinator.com/item?id=50368283) -- lead source

### Show HN: A decent text-to-image model trained for ~$20K (Apache 2.0 weights)

- Permalink: https://110010.art/d/4258d844fe894c16/
- Original: https://www.linum.ai/field-notes/pjit-21k
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: A decent text-to-image model trained for ~$20K (Apache 2.0 Weights)

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: A decent text-to-image model trained for ~$20K (Apache 2.0 Weights)](https://news.ycombinator.com/item?id=50368208) -- lead source

### Show HN: Continuum Verifier performs offline checks for AI data-provenance records

- Permalink: https://110010.art/d/253aff1f324d43ae/
- Original: https://github.com/Dr-PampersMuffin/continuum-verifier
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Continuum Verifier – offline checks for AI data-provenance records

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Continuum Verifier – offline checks for AI data-provenance records](https://news.ycombinator.com/item?id=50368207) -- lead source

### AI as a multi-vector civilizational failure

- Permalink: https://110010.art/d/4e7c059484b04ebd/
- Original: https://osf.io/tvwum/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI as a Multi-Vector Civilizational Failure [pdf]

Coverage:
- Hacker News (AI) (2026-11-04): [AI as a Multi-Vector Civilizational Failure [pdf]](https://news.ycombinator.com/item?id=50367888) -- lead source

### Show HN: GTMshortlist — Claude's best AI SDR differs from yours

- Permalink: https://110010.art/d/4ea9c86c0fc44588/
- Original: https://gtmshortlist.ai/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: GTMshortlist – I asked Claude for the best AI SDR. It wasn't yours
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: GTMshortlist – I asked Claude for the best AI SDR. It wasn't yours](https://news.ycombinator.com/item?id=50367775) -- lead source

### [Show HN] AI System Design Primer

- Permalink: https://110010.art/d/5428b6005bf9439e/
- Original: https://github.com/daneb/ai-system-design-primer/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Learn how to design AI systems

Coverage:
- Hacker News (AI) (2026-11-04): [Learn how to design AI systems](https://news.ycombinator.com/item?id=50367602) -- lead source

### OpenAI targets Microsoft’s GitHub with deal to acquire a dev tools startup

- Permalink: https://110010.art/d/4ddafb99b9dd4115/
- Original: https://finance.yahoo.com/technology/ai/articles/exclusive-openai-targets-microsofts-github-112906674.html
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: OpenAI targets Microsoft's GitHub with deal to acquire dev tools startup
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-04): [OpenAI targets Microsoft's GitHub with deal to acquire dev tools startup](https://news.ycombinator.com/item?id=50367590) -- lead source

### Deterministic security and privacy checks for code from AI assistants.

- Permalink: https://110010.art/d/811d0a2c3bb64aca/
- Original: https://github.com/ankush1982/ai-secure-by-design
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Deterministic security and privacy checks for code from AI assistants

Coverage:
- Hacker News (AI) (2026-11-04): [Deterministic security and privacy checks for code from AI assistants](https://news.ycombinator.com/item?id=50367537) -- lead source

### Show HN: RapAvatar turns any photo into a lip-synced rap video using AI

- Permalink: https://110010.art/d/7fedabb7c4ac462d/
- Original: https://rapavatar.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: RapAvatar – Turn any photo into a lip-synced rap video with AI

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: RapAvatar – Turn any photo into a lip-synced rap video with AI](https://news.ycombinator.com/item?id=50367205) -- lead source

### Kimi-K3.1-Pro now open-weights

- Permalink: https://110010.art/d/92418edd90394839/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnrhvb/kimik31pro_is_now_openweights/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Kimi-K3.1-Pro is now open-weights
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

submitted by    /u/ApprehensiveAd3629   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Kimi-K3.1-Pro is now open-weights](https://www.reddit.com/r/LocalLLaMA/comments/1xnrhvb/kimik31pro_is_now_openweights/) -- lead source
- r/LocalLLaMA (2026-11-06): [model: add Kimi-K3.1-Pro text model by usrlocalben · Pull Request #31779 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xpqm0b/model_add_kimik31pro_text_model_by_usrlocalben/)

### Think less, locally: local preference learning for reasoning compression

- Permalink: https://110010.art/d/91d5129391354036/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnrcfw/paper_think_less_locally_local_preference/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: [Paper] Think Less, Locally: Local Preference Learning for Reasoning Compression

Large reasoning models achieve strong performance on challenging tasks, but their long chain-of-thought often incurs substantial inference costs by continuing to deliberate after sufficient information has been...

Coverage:
- r/LocalLLaMA (2026-11-04): [[Paper] Think Less, Locally: Local Preference Learning for Reasoning Compression](https://www.reddit.com/r/LocalLLaMA/comments/1xnrcfw/paper_think_less_locally_local_preference/) -- lead source

### Mod thread request: user asks for a mega thread for vibeforked engine releases

- Permalink: https://110010.art/d/d3640eabc6044151/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnr6zd/my_gift_to_the_mods/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: My gift to the mods:

Seriously tho, can we just have a mega thread for vibeforked engine releases from now on?     submitted by    /u/Porespellar   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [My gift to the mods:](https://www.reddit.com/r/LocalLLaMA/comments/1xnr6zd/my_gift_to_the_mods/) -- lead source

### ChatRove organizes AI prompts and chats into folders

- Permalink: https://110010.art/d/fb099a032f3d46d7/
- Original: https://chromewebstore.google.com/detail/chatrove-–-ai-chat-folder/kmekdnchikkmlpgeahpkhkpjgkijankm
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Chatrove – Organize AI prompts and chats into folders

Coverage:
- Hacker News (AI) (2026-11-04): [Chatrove – Organize AI prompts and chats into folders](https://news.ycombinator.com/item?id=50366917) -- lead source

### I am big enough to admit that this is me

- Permalink: https://110010.art/d/9e3e4d60a8984900/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnqxlq/i_am_big_enough_to_admit_that_this_is_me/
- Source: r/LocalLLaMA
- Published: 2026-11-04

submitted by    /u/ForsookComparison   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [I am big enough to admit that this is me](https://www.reddit.com/r/LocalLLaMA/comments/1xnqxlq/i_am_big_enough_to_admit_that_this_is_me/) -- lead source

### AI agents can persuade other AI agents to approve decisions they should reject

- Permalink: https://110010.art/d/5a9096d3342e4ee7/
- Original: https://www.cooperativeai.com/seminars/inter-agent-influence-ai-agents-capabilities-for-persuading-deceiving-and-coercing-each-other
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [AI agents can persuade other AI agents to approve decisions they should reject](https://news.ycombinator.com/item?id=50366724) -- lead source

### Reviewing my 2017 AI risk project with Dario at OpenAI

- Permalink: https://110010.art/d/c5fb0cb4b843413f/
- Original: https://www.jefftk.com/p/reviewing-my-2017-ai-risk-project
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Reviewing My 2017 AI Risk Project Including with Dario at OpenAI
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-04): [Reviewing My 2017 AI Risk Project Including with Dario at OpenAI](https://news.ycombinator.com/item?id=50366387) -- lead source

### AI on the ballot

- Permalink: https://110010.art/d/a46663655a204880/
- Original: https://stratechery.com/2026/ai-on-the-ballot/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI on the Ballot

Coverage:
- Hacker News (AI) (2026-11-04): [AI on the Ballot](https://news.ycombinator.com/item?id=50366359) -- lead source

### Crypto and AI-backed election funding hits $250M; process faces challenges

- Permalink: https://110010.art/d/5aca6d03d84b4354/
- Original: https://www.citationneeded.news/2026-election-results/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Crypto and AI's $250M election goes sideways

Coverage:
- Hacker News (AI) (2026-11-04): [Crypto and AI's $250M election goes sideways](https://news.ycombinator.com/item?id=50366355) -- lead source

### Exploring AI topic insights in Microsoft Clarity

- Permalink: https://110010.art/d/383505f1bc6f49b8/
- Original: https://meganvwalker.com/ai-topic-insights-microsoft-clarity/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Exploring AI Topic Insights in Microsoft Clarity

Coverage:
- Hacker News (AI) (2026-11-04): [Exploring AI Topic Insights in Microsoft Clarity](https://news.ycombinator.com/item?id=50366309) -- lead source

### Why aren’t we shipping faster given all the investment in AI?

- Permalink: https://110010.art/d/c58c3795b5b5412b/
- Original: https://medium.com/@oakley349/all-this-investment-in-ai-why-arent-we-shipping-faster-6f6882d2d13d
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: All this investment in AI, why aren't we shipping faster?

Coverage:
- Hacker News (AI) (2026-11-04): [All this investment in AI, why aren't we shipping faster?](https://news.ycombinator.com/item?id=50366298) -- lead source

### How to make scientific data archives AI-ready

- Permalink: https://110010.art/d/5e641d45829b46df/
- Original: https://www.earthmover.io/blog/ai-ready-scientific-data-archives/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [How to make scientific data archives AI-ready](https://news.ycombinator.com/item?id=50366285) -- lead source

### Building fault-tolerant AI systems

- Permalink: https://110010.art/d/9ea069d9178d4fe0/
- Original: https://www.computer.org/publications/tech-news/trends/fault-tolerance-for-ai
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: When AI Fails: Building Fault-Tolerant AI Systems

Coverage:
- Hacker News (AI) (2026-11-04): [When AI Fails: Building Fault-Tolerant AI Systems](https://news.ycombinator.com/item?id=50366274) -- lead source

### The Mona Lisa after 100 rounds of AI copying

- Permalink: https://110010.art/d/ed44a0522fcd4231/
- Original: https://www.youtube.com/watch?v=ooPgV0aSTfE
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: The Mona Lisa After 100 Rounds of AI Copying

Coverage:
- Hacker News (AI) (2026-11-04): [The Mona Lisa After 100 Rounds of AI Copying](https://news.ycombinator.com/item?id=50366209) -- lead source

### Show HN: Id|le, little AI creatures living in the browser (story mode)

- Permalink: https://110010.art/d/1e2d72d8f2a5488b/
- Original: https://id-le.com/?story=
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Id|le, little AI-creatures living in the browser (story mode)

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Id|le, little AI-creatures living in the browser (story mode)](https://news.ycombinator.com/item?id=50366175) -- lead source

### Is AI good enough for math exercises?

- Permalink: https://110010.art/d/c63fd13224674560/
- Original: https://news.ycombinator.com/item?id=50366147
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Ask HN: Is AI good enough for math exercises?

Coverage:
- Hacker News (AI) (2026-11-04): [Ask HN: Is AI good enough for math exercises?](https://news.ycombinator.com/item?id=50366147) -- lead source

### Pocket-sized Linux AI box runs on 256-TOPS Axera chip

- Permalink: https://110010.art/d/05d4b1d44c784800/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnpuv7/pocketsized_linux_ai_box_runs_on_256tops_axera/
- Source: r/LocalLLaMA
- Published: 2026-11-04

Sipeed has recently shared additional details about the MaixStation, a Linux AI workstation powered by Axera’s AX8860P processor, which combines a 16-core Arm CPU with an NPU rated at 256 TOPS FP4. The system...

Coverage:
- r/LocalLLaMA (2026-11-04): [Pocket-sized Linux AI box runs on 256-TOPS Axera chip](https://www.reddit.com/r/LocalLLaMA/comments/1xnpuv7/pocketsized_linux_ai_box_runs_on_256tops_axera/) -- lead source

### What is your current AI agentic setup?

- Permalink: https://110010.art/d/a2a9e6fd08534f7f/
- Original: https://news.ycombinator.com/item?id=50366117
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Ask HN: What's your current AI agentic setup?

Coverage:
- Hacker News (AI) (2026-11-04): [Ask HN: What's your current AI agentic setup?](https://news.ycombinator.com/item?id=50366117) -- lead source

### Europe could catch up through sovereign AI initiatives.

- Permalink: https://110010.art/d/583ba5ea28164ec2/
- Original: https://aleph-alpha.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Sovereign AI is how Europe could catch up

Coverage:
- Hacker News (AI) (2026-11-04): [Sovereign AI is how Europe could catch up](https://news.ycombinator.com/item?id=50366103) -- lead source

### Twenty percent of AI web responses labeled as OK are not acceptable

- Permalink: https://110010.art/d/57f4d265aa404473/
- Original: https://www.unite.ai/20-percent-of-all-ok-web-responses-ai-gets-are-not-okay/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Twenty Percent of all 'ok' web responses AI gets are not okay

Coverage:
- Hacker News (AI) (2026-11-04): [Twenty Percent of all 'ok' web responses AI gets are not okay](https://news.ycombinator.com/item?id=50366053) -- lead source

### Show HN: SpaceApp lets users run several AI coding CLIs side by side, self-hosted

- Permalink: https://110010.art/d/465c11ff05cc49a7/
- Original: https://github.com/oll4com/spaceapp
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: SpaceApp – Self-hosted workspace running AI coding CLIs in parallel

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: SpaceApp – Self-hosted workspace running AI coding CLIs in parallel](https://news.ycombinator.com/item?id=50365885) -- lead source

### Show HN: Pacibook reads any book in 22 Indian languages with an AI reader

- Permalink: https://110010.art/d/b17dc9b7e9b54fd3/
- Original: https://www.pacibook.com
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Pacibook – read any book in 22 Indian languages with an AI reader

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Pacibook – read any book in 22 Indian languages with an AI reader](https://news.ycombinator.com/item?id=50365816) -- lead source

### Jaron Lanier on parallels between AI and social media

- Permalink: https://110010.art/d/69a8f975fc6a4a67/
- Original: https://www.youtube.com/watch?v=WxaRn8kX2eI
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Jaron Lanier on parallels between AI and social media](https://news.ycombinator.com/item?id=50365760) -- lead source

### Show HN: Swarm World – local LLM creatures living in a little tile world

- Permalink: https://110010.art/d/ea9bba652bc64ced/
- Original: https://swarm-world.4rc4de.com/public/app/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Swarm World – local LLM creatures living in a little tile world](https://news.ycombinator.com/item?id=50365750) -- lead source

### Show HN: Scan-to-vector rebuilds scanned pages as vector PDFs with an AI agent

- Permalink: https://110010.art/d/670e0367899742ae/
- Original: https://github.com/3351666087/scan-to-vector-skill
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Scan-to-vector – rebuild scanned pages as vector PDFs with an AI agent

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Scan-to-vector – rebuild scanned pages as vector PDFs with an AI agent](https://news.ycombinator.com/item?id=50365692) -- lead source

### An AI agent’s first 73 days: 0 buyers, 8 pieces, 2 readers

- Permalink: https://110010.art/d/e1400d72878f4ba2/
- Original: https://pub-a941bfd863a24f91a60e6c4979c18a84.r2.dev/pi-sandbox-uploads/349868185312301056/2026-11-03/1793715350781-5613c382-1ed5-4562-b485-d1132a71a282-agent-ledger-73-days.html
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: An AI agent's first 73 days, counted: 0 buyers, 8 pieces, 2 readers

Coverage:
- Hacker News (AI) (2026-11-04): [An AI agent's first 73 days, counted: 0 buyers, 8 pieces, 2 readers](https://news.ycombinator.com/item?id=50365644) -- lead source

### Snowflake’s AI_PARSE_DOCUMENT adds an agentic mode.

- Permalink: https://110010.art/d/84d63965118f40f8/
- Original: https://www.sfrt.io/snowflakes-ai_parse_document-got-an-agentic-mode/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Snowflake's AI_PARSE_DOCUMENT got an agentic mode

Coverage:
- Hacker News (AI) (2026-11-04): [Snowflake's AI_PARSE_DOCUMENT got an agentic mode](https://news.ycombinator.com/item?id=50365603) -- lead source

### I removed 85% of Gemma's weights; the model still performs well on a narrow task

- Permalink: https://110010.art/d/f2b0ac10918a4f79/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnoqyy/i_removed_85_of_gemmas_weights_and_it_is_mostly/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: I removed 85% of gemma's weights (and it is mostly fine)
- Tags: [Gemma](https://110010.art/tags/gemma/)

I pruned Gemma 4 26B-A4B, an MoE model, down to 15% of its original size, and the model still does great on one narrow task. It gets 92% agreement with the original on a classification task. That’s close to how often...

Coverage:
- r/LocalLLaMA (2026-11-04): [I removed 85% of gemma's weights (and it is mostly fine)](https://www.reddit.com/r/LocalLLaMA/comments/1xnoqyy/i_removed_85_of_gemmas_weights_and_it_is_mostly/) -- lead source

### MCP vs. API vs. CLI: how should AI agents connect to your app?

- Permalink: https://110010.art/d/16a05c3c5bde4a05/
- Original: https://wasp.sh/blog/2026/11/03/mcp-vs-api-vs-cli-connect-ai-agents-to-your-app
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: MCP vs. API vs. CLI: How should AI agents connect to your app?

Coverage:
- Hacker News (AI) (2026-11-04): [MCP vs. API vs. CLI: How should AI agents connect to your app?](https://news.ycombinator.com/item?id=50365513) -- lead source

### AI cannot be separated from the thought that is making it

- Permalink: https://110010.art/d/9cd638aed41349ca/
- Original: https://openwisdom.substack.com/p/an-urgent-message-on-artificial-intelligence
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [AI cannot be separated from the thought that is making it](https://news.ycombinator.com/item?id=50365458) -- lead source

### LFM3 1.7b performs well; 2b VL also good but with half the context, and is fast on CUDA with RTX 3090 Ti

- Permalink: https://110010.art/d/072f7c6bf6c64619/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xno8d8/lfm3_17b_rather_good/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: LFM3 1.7b - Rather good
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Llama](https://110010.art/tags/llama/), [CUDA](https://110010.art/tags/cuda/)

I finally got around to trying it. This tiny model is surprisingly capable it seems. Also tried the 2b VL - also very good but it has half the context of 1.7b. It's also quite fast: $ llama-bench -m...

Coverage:
- r/LocalLLaMA (2026-11-04): [LFM3 1.7b - Rather good](https://www.reddit.com/r/LocalLLaMA/comments/1xno8d8/lfm3_17b_rather_good/) -- lead source

### Aigenos flow: AI with prediction

- Permalink: https://110010.art/d/5b6d4149531f4f54/
- Original: https://aigenos.io
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Aigenos flow: AI with prediction](https://news.ycombinator.com/item?id=50365244) -- lead source

### Block training, keep answers? What 13,938 sites ask of AI bots

- Permalink: https://110010.art/d/727d82ba164f4e80/
- Original: https://trakis.io/research/block-training-keep-answers
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Block training, keep answers? What 13,938 sites ask of AI bots](https://news.ycombinator.com/item?id=50365123) -- lead source

### Show HN: Gradevibes—Is your AI-written app finished?

- Permalink: https://110010.art/d/6425e20b1a1c4dc2/
- Original: https://gradevibes.com/?tab=upload
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Gradevibes-Is your AI-written app finished?

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Gradevibes-Is your AI-written app finished?](https://news.ycombinator.com/item?id=50365056) -- lead source

### Tencent says Hy4 ranks among the best open models; its weights aren’t out yet

- Permalink: https://110010.art/d/9304125048d84018/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnnr3k/tencent_says_hy4_ranks_among_the_best_open_models/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Tencent says Hy4 ranks among the best open models. Its weights aren't out yet
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Moonshot AI](https://110010.art/tags/moonshot-ai/), [Claude](https://110010.art/tags/claude/)

From the article : On computer use, Tencent’s table puts Hy4 close to Claude Opus 5.5 and Kimi K3.1 Pro.     submitted by    /u/mawcopolow   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Tencent says Hy4 ranks among the best open models. Its weights aren't out yet](https://www.reddit.com/r/LocalLLaMA/comments/1xnnr3k/tencent_says_hy4_ranks_among_the_best_open_models/) -- lead source

### EdgeDAE accelerates diffusion action experts for real-time physical AI

- Permalink: https://110010.art/d/e6297f8188db40ff/
- Original: https://arxiv.org/abs/2610.00311
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: EdgeDAE: Acceleration of Diffusion Action Experts for Real-Time Physical AI

Coverage:
- Hacker News (AI) (2026-11-04): [EdgeDAE: Acceleration of Diffusion Action Experts for Real-Time Physical AI](https://news.ycombinator.com/item?id=50365027) -- lead source

### Disaster is still better than AI

- Permalink: https://110010.art/d/6bd74f2c7d1c4265/
- Original: https://jasonpolak.substack.com/p/disaster-is-still-better-than-ai
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Disaster is still better than AI](https://news.ycombinator.com/item?id=50365009) -- lead source

### Show HN: Backup your ChatGPT and Claude conversations for free

- Permalink: https://110010.art/d/357bdcca111645df/
- Original: https://www.samewindow.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Backup your ChatGPT and Claude conversation free
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Backup your ChatGPT and Claude conversation free](https://news.ycombinator.com/item?id=50364996) -- lead source

### oMLX 0.7.4 can pair a fast mac as prefill accelerator

- Permalink: https://110010.art/d/afdda3a7186d424a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnnl57/omlx_074_can_pair_a_fast_mac_as_prefill/
- Source: r/LocalLLaMA
- Published: 2026-11-04

submitted by    /u/Synor   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [oMLX 0.7.4 can pair a fast mac as prefill accelerator](https://www.reddit.com/r/LocalLLaMA/comments/1xnnl57/omlx_074_can_pair_a_fast_mac_as_prefill/) -- lead source

### MOSS AMA highlights cover image models, local speech, audio and video research, and open-source culture

- Permalink: https://110010.art/d/5aa370e793264267/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnnjmz/moss_ama_highlights/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: MOSS AMA highlights

Sharing some highlights from MOSS’s October 30, 2026 AMA: image models, local speech, audio and video research, and open-source culture. Which of these are you most interested in?    submitted by   ...

Coverage:
- r/LocalLLaMA (2026-11-04): [MOSS AMA highlights](https://www.reddit.com/r/LocalLLaMA/comments/1xnnjmz/moss_ama_highlights/) -- lead source

### Show HN: Shield KYA – open-source audit trail and gate for AI agent tool calls

- Permalink: https://110010.art/d/890b4e37c6b04d21/
- Original: https://github.com/The-Pixel-Boys/shield-kya
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Shield KYA – Open-source audit trail and gate for AI agent tool calls

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Shield KYA – Open-source audit trail and gate for AI agent tool calls](https://news.ycombinator.com/item?id=50364706) -- lead source

### Spec-driven AI development for insurance claims rule changes [video]

- Permalink: https://110010.art/d/bb45dd5be96649a2/
- Original: https://www.youtube.com/watch?v=FRw3Og9tylE
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Spec-driven AI development for insurance claims rule changes [video]](https://news.ycombinator.com/item?id=50364622) -- lead source

### TinyWebUI offers a lightweight Open WebUI alternative installed via npx; includes tinysearch, tinycontext, per-user isolation, automations, a stats dashboard, and can be extended with any MCP server.

- Permalink: https://110010.art/d/684ea4cc17ae4ae8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnmre2/tinywebui_lightweight_open_webui_alternative_just/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: TinyWebUI - Lightweight Open WebUI alternative, just npx and go

While we cant quite match the feature set of Open WebUI, TinyWebUI can be installed with a simple npx command, "npx tinywebui". It comes with tinysearch and tinycontext preinstalled for fully local web search and...

Coverage:
- r/LocalLLaMA (2026-11-04): [TinyWebUI - Lightweight Open WebUI alternative, just npx and go](https://www.reddit.com/r/LocalLLaMA/comments/1xnmre2/tinywebui_lightweight_open_webui_alternative_just/) -- lead source

### Show HN: Rivermark, a superfast AI graphic design canvas

- Permalink: https://110010.art/d/32f79c002df5408d/
- Original: https://rivermark.ai/
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Rivermark, a superfast AI graphic design canvas](https://news.ycombinator.com/item?id=50364525) -- lead source

### Can advertising fund free AI? Evidence from ChatGPT’s advertising rollout

- Permalink: https://110010.art/d/5be4ef65437140c4/
- Original: https://ecommerceresearch.org/chatgpt-ads/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Can Advertising Fund Free AI? Evidence from ChatGPT's Advertising Rollout
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Coverage:
- Hacker News (AI) (2026-11-04): [Can Advertising Fund Free AI? Evidence from ChatGPT's Advertising Rollout](https://news.ycombinator.com/item?id=50364513) -- lead source

### Why the term "smart city surveillance" needs an update in the era of AI and 5G

- Permalink: https://110010.art/d/fd3d0c7dc8a34fa5/
- Original: https://www.red5.net/blog/smart-city-surveillance-in-the-era-of-ai-and-5g/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Why the Term "Smart City Surveillance" Needs an Update in the Era of AI and 5G

Coverage:
- Hacker News (AI) (2026-11-04): [Why the Term "Smart City Surveillance" Needs an Update in the Era of AI and 5G](https://news.ycombinator.com/item?id=50364420) -- lead source

### AI is forcing us to pay off 40 years of technical debt

- Permalink: https://110010.art/d/416828b9645a4c5f/
- Original: https://spectrum.ieee.org/ai-in-cybersecurity-php2shell-vulnerability
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [AI is forcing us to pay off 40 years of technical debt](https://news.ycombinator.com/item?id=50364336) -- lead source

### iOS Simulator MCP benchmark: eight tools for AI agents

- Permalink: https://110010.art/d/e685c5e81175489a/
- Original: https://simulator-use.dev/benchmarks
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [iOS Simulator MCP benchmark: eight tools for AI agents](https://news.ycombinator.com/item?id=50364299) -- lead source

### Free online AI audio enhancer and noise remover called Audio Enhancer offers improvements

- Permalink: https://110010.art/d/7e31fd27cc8d49ca/
- Original: https://audioenhancer.io
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Audio Enhancer – Free Online AI Audio Enhancer and Noise Remover

Coverage:
- Hacker News (AI) (2026-11-04): [Audio Enhancer – Free Online AI Audio Enhancer and Noise Remover](https://news.ycombinator.com/item?id=50364295) -- lead source

### AI-generated content on Nexus Mods raises policy and creator-rights questions

- Permalink: https://110010.art/d/f3a2ae4bd2c54af8/
- Original: https://www.nexusmods.com/news/15654
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI-Generated Content on Nexus Mods

Coverage:
- Hacker News (AI) (2026-11-04): [AI-Generated Content on Nexus Mods](https://news.ycombinator.com/item?id=50364289) -- lead source

### Automated grounding verification of AI statements about chest radiographs

- Permalink: https://110010.art/d/e84da33bc37c40ae/
- Original: https://arxiv.org/abs/2604.09537
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Automated grounding verification of AI statements about chest radiographs](https://news.ycombinator.com/item?id=50364273) -- lead source

### Show HN: Olo, an AI companion that labels each claim against

- Permalink: https://110010.art/d/02e7a9c20bfe48fa/
- Original: https://helius-olo.io/chat
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Olo, an AI companion that labels each claim against](https://news.ycombinator.com/item?id=50364206) -- lead source

### Ask HN: if an AI agent chooses a tool to use, will it pay the tool?

- Permalink: https://110010.art/d/899d726ae73743fc/
- Original: https://news.ycombinator.com/item?id=50364183
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Ask HN: If an AI agent chooses a tool to use, will it pay the tool?

Coverage:
- Hacker News (AI) (2026-11-04): [Ask HN: If an AI agent chooses a tool to use, will it pay the tool?](https://news.ycombinator.com/item?id=50364183) -- lead source

### Webflow asked for $2,500 for one language; AI rebuilt our whole site in a weekend

- Permalink: https://110010.art/d/38da9b4525234790/
- Original: https://www.jacobjacquet.com/moving-off-webflow
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Webflow wanted $2,500 for one language. AI rebuilt our whole site in a weekend

Coverage:
- Hacker News (AI) (2026-11-04): [Webflow wanted $2,500 for one language. AI rebuilt our whole site in a weekend](https://news.ycombinator.com/item?id=50364038) -- lead source

### Show HN: Hardcount – self-hosted usage billing for AI products

- Permalink: https://110010.art/d/ebb705ace9a54fce/
- Original: https://github.com/gethardcount/hardcount
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Hardcount – Self-hosted usage billing for AI products

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Hardcount – Self-hosted usage billing for AI products](https://news.ycombinator.com/item?id=50364033) -- lead source

### AI coding agents are installing abandoned MCP servers with known security issues

- Permalink: https://110010.art/d/e2ce93acd3624ec3/
- Original: https://www.glow.io/blogs/mcphantom-ai-coding-agents-are-installing-vulnerable-deprecated-mcp-servers-from-training-data
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [AI coding agents are installing abandoned MCP servers with known security issues](https://news.ycombinator.com/item?id=50363833) -- lead source

### Canadian publisher: Orelien used AI to write award-winning book; ends relation

- Permalink: https://110010.art/d/5db44af9db024f40/
- Original: https://www.msn.com/en-us/technology/artificial-intelligence/canadian-publisher-says-thelyson-orelien-used-ai-to-write-award-winning-book-ends-relationship/ar-AA2fL1nS
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Canadian publisher: Orelien used AI to write award-winning book; ends relation](https://news.ycombinator.com/item?id=50363800) -- lead source

### Show HN: I built Caloi AI – an AI-powered calorie tracker

- Permalink: https://110010.art/d/ac09f0194d7d4057/
- Original: https://play.google.com/store/apps/details?id=com.caloi.app&hl=en_US
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN : I built Caloi AI – an AI-powered calorie tracker

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN : I built Caloi AI – an AI-powered calorie tracker](https://news.ycombinator.com/item?id=50363746) -- lead source

### AI in mathematical research at Heidelberg Laureate Forum

- Permalink: https://110010.art/d/1761d73216434aa4/
- Original: https://www.youtube.com/watch?v=H7_d_sgui6o
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI in Mathematical Research: Heidelberg Laureate Forum

Coverage:
- Hacker News (AI) (2026-11-04): [AI in Mathematical Research: Heidelberg Laureate Forum](https://news.ycombinator.com/item?id=50363592) -- lead source

### AI 'godfather' Hinton: humans might have been better off without AI

- Permalink: https://110010.art/d/39a31a0c3cdd4ffa/
- Original: https://www.theguardian.com/uk-news/2026/nov/03/ai-godfather-geoffrey-hinton-better-off-without-ai
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Geoffrey Hinton: it might turn out we were better off without AI

Coverage:
- Hacker News (AI) (2026-11-04): [Geoffrey Hinton: it might turn out we were better off without AI](https://news.ycombinator.com/item?id=50363554) -- lead source

### Gemini trains on chat history, including for subscribers, according to user post on HN

- Permalink: https://110010.art/d/2805f673f68b417c/
- Original: https://news.ycombinator.com/item?id=50363461
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Tell HN: Gemini trains on chat history, even for subscribers (personal accounts)
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-04): [Tell HN: Gemini trains on chat history, even for subscribers (personal accounts)](https://news.ycombinator.com/item?id=50363461) -- lead source

### Show HN: Umbra uses Android apps with an AI agent while you use your phone

- Permalink: https://110010.art/d/925dbc0e703f41e3/
- Original: https://github.com/chengmatt416/umbra
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Umbra – An AI agent that uses Android apps while you use your phone

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Umbra – An AI agent that uses Android apps while you use your phone](https://news.ycombinator.com/item?id=50363170) -- lead source

### Strata IQ4 Qwen Flash edits Qwen 3.5 0.6B weights on CPU without gradients or optimizers.

- Permalink: https://110010.art/d/530d61488fcb43c0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnjwte/using_strata_iq4_qwen_flash_to_edit_qwen_35_06b/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Using Strata IQ4 Qwen Flash to edit Qwen 3.5 0.6B weight based on MIT CSAIL
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/)

EDIT : NON COMPRESS GRAPH : https://n.uguu.se/ojTfpwwD.png Because why not. I did this since many weight editing trials using closed model. so i want to try local editing local model.  Preamble:  DeepSeek Harness...

Coverage:
- r/LocalLLaMA (2026-11-04): [Using Strata IQ4 Qwen Flash to edit Qwen 3.5 0.6B weight based on MIT CSAIL](https://www.reddit.com/r/LocalLLaMA/comments/1xnjwte/using_strata_iq4_qwen_flash_to_edit_qwen_35_06b/) -- lead source
- r/LocalLLaMA (2026-11-04): [Slow is smart and smart is fast](https://www.reddit.com/r/LocalLLaMA/comments/1xnsckx/slow_is_smart_and_smart_is_fast/)
- r/LocalLLaMA (2026-11-04): [Rust inference engine for Qwen models on a 12 GB GPU, and it runs Qwen3.8-Flash-Next faster than the original Strata](https://www.reddit.com/r/LocalLLaMA/comments/1xnu9iv/rust_inference_engine_for_qwen_models_on_a_12_gb/)
- r/LocalLLaMA (2026-11-05): [[GUIDE] Qwen3.8 Flash-Next on a single RTX 5080 + 64GB RAM: >250 tok/s tg and 5700 tok/s prefill in real agent coding sessions (Basalt + new Unsloth UD-IQ3_XXS + Lamina drafter),+ how it compares to llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xomy0i/guide_qwen38_flashnext_on_a_single_rtx_5080_64gb/)
- r/LocalLLaMA (2026-11-05): [Strata for all Qwen models from little to big](https://www.reddit.com/r/LocalLLaMA/comments/1xottw2/strata_for_all_qwen_models_from_little_to_big/)
- r/LocalLLaMA (2026-11-06): [pi + strata + qwen 3.8 flash next q4 k xl --> funny stuff in logs](https://www.reddit.com/r/LocalLLaMA/comments/1xp8ys0/pi_strata_qwen_38_flash_next_q4_k_xl_funny_stuff/)
- r/LocalLLaMA (2026-11-06): [I turned a 12 GB RTX 3060 into a Qwen API server for 4 people at once](https://www.reddit.com/r/LocalLLaMA/comments/1xpfzqk/i_turned_a_12_gb_rtx_3060_into_a_qwen_api_server/)
- r/LocalLLaMA (2026-11-06): [Not because you should, but because you can - Qwen-Flash-Next on a 16GB M2 Pro Mac Mini](https://www.reddit.com/r/LocalLLaMA/comments/1xpgshj/not_because_you_should_but_because_you_can/)
- r/LocalLLaMA (2026-11-06): [50% lower error than Strata 3XS, 27% lower error than UD v3.1 3XXS, with 120+ TPS/ 12% faster, on a 30090 + 64GB](https://www.reddit.com/r/LocalLLaMA/comments/1xpmzg7/50_lower_error_than_strata_3xs_27_lower_error/)
- r/LocalLLaMA (2026-11-06): [Qwen Flash Next on Strata is unreal.](https://www.reddit.com/r/LocalLLaMA/comments/1xpqa3e/qwen_flash_next_on_strata_is_unreal/)

### How I AI: a system for assisting code generation and software design

- Permalink: https://110010.art/d/9fe5773898164c1d/
- Original: https://blog.radix63.dk/posts/how-i-ai/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: How I AI - mental models for working with AI and long-horizon

Coverage:
- Hacker News (AI) (2026-11-04): [How I AI - mental models for working with AI and long-horizon](https://news.ycombinator.com/item?id=50363148) -- lead source

### AI UI/UX designer: assign a ticket and receive senior-reviewed Figma designs in 24-48 hours

- Permalink: https://110010.art/d/9860041617e54b0f/
- Original: https://ai.greensighter.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI UI/UX designer: assign a ticket, get senior-reviewed Figma designs in 24-48h

Coverage:
- Hacker News (AI) (2026-11-04): [AI UI/UX designer: assign a ticket, get senior-reviewed Figma designs in 24-48h](https://news.ycombinator.com/item?id=50363090) -- lead source

### Axion 1.0 released as a fully open agent foundation model trained in three stages (two supervised fine-tuning stages and reinforcement learning) without mid-training, DPO, or OPD.

- Permalink: https://110010.art/d/2e8c0c5822514623/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnjiu4/axion10axion1035b_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Axion1-0/Axion-1.0-35B · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

We introduce Axion 1.0, a fully open agent foundation model that combines strong and broad agentic capabilities with a remarkably simple training recipe. Axion 1.0 is trained in only three stages: two lightweight...

Coverage:
- r/LocalLLaMA (2026-11-04): [Axion1-0/Axion-1.0-35B · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xnjiu4/axion10axion1035b_hugging_face/) -- lead source

### AI agents used by railway breach systems of rival Primcloud

- Permalink: https://110010.art/d/26ff389d1b1c47d6/
- Original: https://securityboulevard.com/2026/11/ai-agents-used-by-railway-breach-systems-of-rival-primcloud/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI Agents Used by Railway Breach Systems of Rival Primcloud

Coverage:
- Hacker News (AI) (2026-11-04): [AI Agents Used by Railway Breach Systems of Rival Primcloud](https://news.ycombinator.com/item?id=50362831) -- lead source

### Impact of US elections on AI explored in Ask HN discussion

- Permalink: https://110010.art/d/e5c28419d7d24dc7/
- Original: https://news.ycombinator.com/item?id=50362700
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Ask HN: Impact of US Elections on AI?

Coverage:
- Hacker News (AI) (2026-11-04): [Ask HN: Impact of US Elections on AI?](https://news.ycombinator.com/item?id=50362700) -- lead source

### Muse Spark Open license clarified: weights download allowed; many models too large for local cards rely on API access or hosted weights (MIT-licensed 1017; Nvidia embed models OpenMDW)

- Permalink: https://110010.art/d/9118027ed2054ebf/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnis75/read_the_muse_spark_open_license_before_wiring_it/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Read the muse spark open license before wiring it into anything
- Tags: [Muse Spark](https://110010.art/tags/muse-spark/)

that 72 hours thread from a few weeks back had the best point down in the comments, open weights only ever meant you can download them. muse spark open is 816B and beam is 501B, so for most ppl here the only drop...

Coverage:
- r/LocalLLaMA (2026-11-04): [Read the muse spark open license before wiring it into anything](https://www.reddit.com/r/LocalLLaMA/comments/1xnis75/read_the_muse_spark_open_license_before_wiring_it/) -- lead source

### Show HN: Meteosource MCP server provides weather data for AI assistants

- Permalink: https://110010.art/d/7f5943cf9c5f49e7/
- Original: https://mcp.meteosource.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Show HN: Meteosource MCP server, weather data for AI assistants

Coverage:
- Hacker News (AI) (2026-11-04): [Show HN: Meteosource MCP server, weather data for AI assistants](https://news.ycombinator.com/item?id=50362615) -- lead source

### Tencent unveils WorkBuddy, an AI workspace platform

- Permalink: https://110010.art/d/9b55258362894ae8/
- Original: https://www.workbuddy.ai/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: WorkBuddy – AI Workspace from Tencent

Coverage:
- Hacker News (AI) (2026-11-04): [WorkBuddy – AI Workspace from Tencent](https://news.ycombinator.com/item?id=50362428) -- lead source

### Hy4: open weights to be released soon

- Permalink: https://110010.art/d/e92095b7ef5f4463/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnhzbz/introducing_hy4_open_weights_soon/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Introducing Hy4 (open weights soon)

submitted by    /u/heatOverflower   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Introducing Hy4 (open weights soon)](https://www.reddit.com/r/LocalLLaMA/comments/1xnhzbz/introducing_hy4_open_weights_soon/) -- lead source

### AI companies invest heavily in math proofs to improve reliability and rigor

- Permalink: https://110010.art/d/69c9157c0bf947b0/
- Original: https://blog.chaoticgood.computer/content/dead-math
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Tiny Pickles: Why are AI companies investing so much in math proofs?

Coverage:
- Hacker News (AI) (2026-11-04): [Tiny Pickles: Why are AI companies investing so much in math proofs?](https://news.ycombinator.com/item?id=50362354) -- lead source

### Revolut sidelines Claude Code for a self-hosted Chinese model, says it pays 90% less

- Permalink: https://110010.art/d/3c8d649f555b4c67/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnhq66/revolut_sidelines_claude_code_for_a_selfhosted/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Tags: [Claude](https://110010.art/tags/claude/)

Great for them, I think more and more companies that have the resources will start doing this     submitted by    /u/mawcopolow   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [Revolut sidelines Claude Code for a self-hosted Chinese model, says it pays 90% less](https://www.reddit.com/r/LocalLLaMA/comments/1xnhq66/revolut_sidelines_claude_code_for_a_selfhosted/) -- lead source

### AI assistant gets advice from relevant humans

- Permalink: https://110010.art/d/3fe704b649d04885/
- Original: https://etsalabs.com/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: AI assistant which get Advice from relevant humans

Coverage:
- Hacker News (AI) (2026-11-04): [AI assistant which get Advice from relevant humans](https://news.ycombinator.com/item?id=50362253) -- lead source

### Computerized clairvoyance: psychics push back against AI-generated readings

- Permalink: https://110010.art/d/d4378ca7bc634f37/
- Original: https://www.theguardian.com/technology/ng-interactive/2026/oct/29/psychics-push-back-ai-readings
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Computerized clairvoyance: psychics push back against AI-generated readings](https://news.ycombinator.com/item?id=50362192) -- lead source

### Oracle cancels $7B Tencent AI deal under Trump pressure

- Permalink: https://110010.art/d/218b22b9f2164bcb/
- Original: https://www.ft.com/content/c5a6a738-cd78-4a8e-a814-57a7473ebb9c
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [Oracle cancels $7B Tencent AI deal under Trump pressure](https://news.ycombinator.com/item?id=50362002) -- lead source

### ComfyUI v0.44.0 released

- Permalink: https://110010.art/d/08aceed8c8e2448e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xngb2i/comfyui_v0440_released/
- Source: r/LocalLLaMA
- Published: 2026-11-04

submitted by    /u/Fcking_Chuck   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [ComfyUI v0.44.0 released](https://www.reddit.com/r/LocalLLaMA/comments/1xngb2i/comfyui_v0440_released/) -- lead source

### Intel may discontinue the Arc B580 to prioritize higher-margin Arc Pro cards

- Permalink: https://110010.art/d/a5dba963fa134a91/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnfzky/b70_price_increase_incoming_intel_might/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: B70 Price Increase Incoming --> Intel Might Discontinue the Arc B580 to Prioritize Higher-Margin Arc Pro Cards

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-04): [B70 Price Increase Incoming --> Intel Might Discontinue the Arc B580 to Prioritize Higher-Margin Arc Pro Cards](https://www.reddit.com/r/LocalLLaMA/comments/1xnfzky/b70_price_increase_incoming_intel_might/) -- lead source

### LLM decompilation benchmark?

- Permalink: https://110010.art/d/f89c4289a49049e4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnfz48/llm_decompilation_benchmark/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: LLM Decompilation Benchmark?

Iv been seeing allot of people complaining about Sam Altman and how him and open ai are blocking decompilation. I actually don’t see an issue with what they are doing they should be free to do what they want with...

Coverage:
- r/LocalLLaMA (2026-11-04): [LLM Decompilation Benchmark?](https://www.reddit.com/r/LocalLLaMA/comments/1xnfz48/llm_decompilation_benchmark/) -- lead source

### GPT-Synopsys combines IC design EDA with agentic AI

- Permalink: https://110010.art/d/9cb98bb27bb74f2f/
- Original: https://www.eetimes.com/gpt-synopsys-combines-ic-design-eda-with-agentic-ai/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: GPT-Synopsys Combines IC Design EDA with Agentic AI

Coverage:
- Hacker News (AI) (2026-11-04): [GPT-Synopsys Combines IC Design EDA with Agentic AI](https://news.ycombinator.com/item?id=50361631) -- lead source

### Engraphis provides local-first, bi-temporal memory for AI coding agents

- Permalink: https://110010.art/d/a00c3993cfaf43c2/
- Original: https://github.com/Coding-Dev-Tools/engraphis
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Engraphis – Local-first, bi-temporal memory for AI coding agents

Coverage:
- Hacker News (AI) (2026-11-04): [Engraphis – Local-first, bi-temporal memory for AI coding agents](https://news.ycombinator.com/item?id=50361620) -- lead source

### I built a free local AI co-processor in Rust; AXON Developer Edition.

- Permalink: https://110010.art/d/74705a8325014430/
- Original: https://jrabbass.github.io/axon/
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: I built a free local AI co-processor in Rust. AXON Developer Edition

Coverage:
- Hacker News (AI) (2026-11-04): [I built a free local AI co-processor in Rust. AXON Developer Edition](https://news.ycombinator.com/item?id=50361599) -- lead source

### Deep-principle releases Hydrogen-1.0, a scientific problem-solving and research assistance model based on GLM-5.3

- Permalink: https://110010.art/d/f808eddd03574679/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnervh/deepprinciplehydrogen10_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: deep-principle/Hydrogen-1.0 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Hydrogen-1.0 is a scientific problem-solving and research assistance model developed by Deep Principle based on GLM-5.3. Through text interaction, it is intended to assist with scientific questions, explain...

Coverage:
- r/LocalLLaMA (2026-11-04): [deep-principle/Hydrogen-1.0 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xnervh/deepprinciplehydrogen10_hugging_face/) -- lead source

### VibeVoted ranks the best software products as determined by 10 leading AI models

- Permalink: https://110010.art/d/ed308b9eba434f91/
- Original: https://news.ycombinator.com/item?id=50361440
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: VibeVoted – The best software products as ranked by 10 leading AI models

Coverage:
- Hacker News (AI) (2026-11-04): [VibeVoted – The best software products as ranked by 10 leading AI models](https://news.ycombinator.com/item?id=50361440) -- lead source

### AI is changing the recommendation to start with a monolith, challenging the idea that starting with a large architecture is best.

- Permalink: https://110010.art/d/b406d655e3e44892/
- Original: https://medium.com/scalar-engineering/architecture-in-the-ai-era-part-1-summary-start-with-a-monolith-was-good-advice-7df0597d0e37
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: "Start with a Monolith" Was Good Advice. AI Is Changing That

Coverage:
- Hacker News (AI) (2026-11-04): ["Start with a Monolith" Was Good Advice. AI Is Changing That](https://news.ycombinator.com/item?id=50361361) -- lead source

### GIMP 3.2.8 includes many refinements and numerous security fixes reported by AI systems.

- Permalink: https://110010.art/d/15d344b5c8814b87/
- Original: https://www.phoronix.com/news/GIMP-3.2.8-Released
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: GIMP 3.2.8 with Many Refinements, Numerous Security Fixes Due to AI Reports

Coverage:
- Hacker News (AI) (2026-11-04): [GIMP 3.2.8 with Many Refinements, Numerous Security Fixes Due to AI Reports](https://news.ycombinator.com/item?id=50361359) -- lead source

### A private AI box in one apply

- Permalink: https://110010.art/d/8165fda29b0844fe/
- Original: https://conn3x.org/blog/private-ai-box
- Source: Hacker News (AI)
- Published: 2026-11-04

Coverage:
- Hacker News (AI) (2026-11-04): [A private AI box in one apply](https://news.ycombinator.com/item?id=50361306) -- lead source

### Atypical foundational model developed from Lie algebra and differential geometry; paper published by the author

- Permalink: https://110010.art/d/b30dee16f8164979/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xndmc6/project_oneiros_continuous_lie_group_sequence/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Project Oneiros: Continuous Lie Group Sequence Processing

I have developed atypical foundational model from the ground up using Lie Algebra and Differential Geometry. The paper is written and published by me. Let me know what you think! https://zenodo.org/records/23656924  ...

Coverage:
- r/LocalLLaMA (2026-11-04): [Project Oneiros: Continuous Lie Group Sequence Processing](https://www.reddit.com/r/LocalLLaMA/comments/1xndmc6/project_oneiros_continuous_lie_group_sequence/) -- lead source

### I built an AI that works through the apocalypse; Will Prowse [video]

- Permalink: https://110010.art/d/4bc14465a62148fc/
- Original: https://www.youtube.com/watch?v=E2N7IsZ_Xio
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: I Built an AI That Works Through the Apocalypse – Will Prowse [video]

Coverage:
- Hacker News (AI) (2026-11-04): [I Built an AI That Works Through the Apocalypse – Will Prowse [video]](https://news.ycombinator.com/item?id=50361005) -- lead source

### Ask HN: AI side projects to improve hireability?

- Permalink: https://110010.art/d/9370bb9138f14830/
- Original: https://news.ycombinator.com/item?id=50360823
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Ask HN: AI Side/personal projects to improve hireability?

Coverage:
- Hacker News (AI) (2026-11-04): [Ask HN: AI Side/personal projects to improve hireability?](https://news.ycombinator.com/item?id=50360823) -- lead source

### Graduates are managing AI, but their broader learning is unclear.

- Permalink: https://110010.art/d/e6c4a7af1a734342/
- Original: https://www.bbc.com/news/articles/c820vz6wyp65o
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Graduates are managing AI – but are they learning much else?

Coverage:
- Hacker News (AI) (2026-11-04): [Graduates are managing AI – but are they learning much else?](https://news.ycombinator.com/item?id=50360592) -- lead source

### Local AI app runs an 80B model on an 8GB Mac

- Permalink: https://110010.art/d/bf3c883e6b5648a4/
- Original: https://yanahchat.com
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Local AI app that runs an 80B model on an 8GB Mac

Coverage:
- Hacker News (AI) (2026-11-04): [Local AI app that runs an 80B model on an 8GB Mac](https://news.ycombinator.com/item?id=50360513) -- lead source

### Writing as an act of rebellion (despite the AI psychosis)

- Permalink: https://110010.art/d/5bc14324ff7d4f02/
- Original: https://charlesfonseca.substack.com/p/writing-as-an-act-of-rebellion
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: Writing as an act of rebellion (Despite the AI psychosis)

Coverage:
- Hacker News (AI) (2026-11-04): [Writing as an act of rebellion (Despite the AI psychosis)](https://news.ycombinator.com/item?id=50360457) -- lead source

### SpaceX will be the biggest AI cloud.

- Permalink: https://110010.art/d/7bf88b05fe524de2/
- Original: https://newsletter.semianalysis.com/p/elon-is-doing-it-again-spacex-will
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: SpaceX Will Be the Biggest AI Cloud

Coverage:
- Hacker News (AI) (2026-11-04): [SpaceX Will Be the Biggest AI Cloud](https://news.ycombinator.com/item?id=50360345) -- lead source

### New inference engines proliferate beyond llama.cpp-based stacks, from ollama and koboldcpp to vllm, exl3+tabbyapi, litert, and newer entrants like Strata, Basalt, Maya, Colibri, Ninfer, and Infernix

- Permalink: https://110010.art/d/ddc93478905a4b1a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xnanyh/keeping_up_with_new_inference_engines/
- Source: r/LocalLLaMA
- Published: 2026-11-04
- Original headline: Keeping up with new inference engines
- Tags: [Llama](https://110010.art/tags/llama/)

Hey everyone, Not a native speaker, happy to be corrected! Can only learn from it. Back when I started out in march 2025, you had:  llama.cpp ollama (repackaged llama.cpp for ease of use) koboldcpp (repackaged...

Coverage:
- r/LocalLLaMA (2026-11-04): [Keeping up with new inference engines](https://www.reddit.com/r/LocalLLaMA/comments/1xnanyh/keeping_up_with_new_inference_engines/) -- lead source

### WayPointo – a directory for discovering and comparing AI and creative products

- Permalink: https://110010.art/d/33dd65d2ae304792/
- Original: https://waypointo.com
- Source: Hacker News (AI)
- Published: 2026-11-04
- Original headline: WayPointo – A directory for discovering and comparing AI and creative products

Coverage:
- Hacker News (AI) (2026-11-04): [WayPointo – A directory for discovering and comparing AI and creative products](https://news.ycombinator.com/item?id=50359965) -- lead source

### Show HN: Modelpeers – a changelog for the AI models and agents you use

- Permalink: https://110010.art/d/3c4ba493feaa481e/
- Original: https://modelpeers.com
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Modelpeers – a changelog for the AI models and agents you use](https://news.ycombinator.com/item?id=50359805) -- lead source

### Export your Character.AI chats in minutes with an open-source, local-runner tool

- Permalink: https://110010.art/d/cb81cb799729493c/
- Original: https://github.com/anima-universe/character-ai-chat-exporter
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Export your Character.AI chats in minutes – open-source, runs locally
- Tags: [Character.AI](https://110010.art/tags/character.ai/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Export your Character.AI chats in minutes – open-source, runs locally](https://news.ycombinator.com/item?id=50359691) -- lead source

### Adamanteum: a local MIT knowledge atlas your notes and any AI can both read

- Permalink: https://110010.art/d/e93894eac63348c9/
- Original: https://github.com/ohhbeehave35-commits/adamanteum-community
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Adamanteum: A local, MIT knowledge atlas your notes and any AI can both read

Coverage:
- Hacker News (AI) (2026-11-03): [Adamanteum: A local, MIT knowledge atlas your notes and any AI can both read](https://news.ycombinator.com/item?id=50359689) -- lead source

### AI replaces tools, not worldviews: true artistic expression won’t be displaced

- Permalink: https://110010.art/d/21abe73a930045d2/
- Original: https://medium.com/@saitoken330/my-personal-views-on-ai-as-an-illustrator-661642e4ddc5
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Replaces Tools,Not Worldviews:Why True Artistic Expression Won't Be Displaced

Coverage:
- Hacker News (AI) (2026-11-03): [AI Replaces Tools,Not Worldviews:Why True Artistic Expression Won't Be Displaced](https://news.ycombinator.com/item?id=50359605) -- lead source

### FlashProve provides zero-knowledge proofs of AI inference

- Permalink: https://110010.art/d/597e2bad0cbf4565/
- Original: https://github.com/anthropics/FlashProve
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: FlashProve: Zero-knowledge proofs of AI inference

Coverage:
- Hacker News (AI) (2026-11-03): [FlashProve: Zero-knowledge proofs of AI inference](https://news.ycombinator.com/item?id=50359562) -- lead source

### Llama.cpp fork combines QFN, specific quant, and ultra-specific hardware config for high pp and tg; upvote prompts, ParaboloidalCrest reports

- Permalink: https://110010.art/d/e7246de5c45e40cb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn7rfh/llamacpp_fork_qfn_specific_quant_ultra_specific/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: [llama.cpp fork]: QFN + [specific quant] + [ultra specific hardware config] = [incredible and irreproducible pp and tg]
- Tags: [Llama](https://110010.art/tags/llama/)

Upvote, now!    submitted by    /u/ParaboloidalCrest   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [[llama.cpp fork]: QFN + [specific quant] + [ultra specific hardware config] = [incredible and irreproducible pp and tg]](https://www.reddit.com/r/LocalLLaMA/comments/1xn7rfh/llamacpp_fork_qfn_specific_quant_ultra_specific/) -- lead source

### Apple opens Siri AI to every app and lets developers teach it skills

- Permalink: https://110010.art/d/2b58fe5acda74aad/
- Original: https://madrobot.blog/2026/11/03/siri-ai-app-skills-developers-ios-27-3/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Apple opens Siri AI to every app, and lets developers teach it skills

Coverage:
- Hacker News (AI) (2026-11-03): [Apple opens Siri AI to every app, and lets developers teach it skills](https://news.ycombinator.com/item?id=50359242) -- lead source
- Hacker News (AI) (2026-11-05): [Siri AI is now open to all developers](https://news.ycombinator.com/item?id=50373879)

### Why every AI model will ship as a torrent

- Permalink: https://110010.art/d/58da1a0b79b54a4a/
- Original: https://pirateface.co/articles/one-model-one-swarm
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Why Every AI Model Will Ship as a Torrent

Coverage:
- Hacker News (AI) (2026-11-03): [Why Every AI Model Will Ship as a Torrent](https://news.ycombinator.com/item?id=50359225) -- lead source

### AI unlocked my ransomware-encrypted files without the key

- Permalink: https://110010.art/d/2d3e76438749465e/
- Original: https://medium.com/@weaxdesign/ai-unlocked-my-ransomware-encrypted-files-without-the-key-262212277514
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Unlocked My Ransomware-Encrypted Files – Without the Key

Coverage:
- Hacker News (AI) (2026-11-03): [AI Unlocked My Ransomware-Encrypted Files – Without the Key](https://news.ycombinator.com/item?id=50359224) -- lead source

### Trust-me benchmarks on on-device agent platform prep; on IGX Thor RTX PRO 6000 GPUs, authors report latency and concurrency limits for large-context, multi-agent on-device inference

- Permalink: https://110010.art/d/d8f7d17937af480e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn78cm/some_trust_me_bro_benchmarks_while_we_prep_the/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Some "trust me bro" benchmarks while we prep the repo to open-source
- Tags: [RTX PRO 6000](https://110010.art/tags/rtx-pro-6000/), [Qwen](https://110010.art/tags/qwen/)

A month ago we picked up a few IGX Thor boxes equipped with RTX PRO 6000 GPUs. I shared some numbers earlier running Qwen 3.8 27B on SGLang. These machines were bought specifically to run our upcoming on-device agent...

Coverage:
- r/LocalLLaMA (2026-11-03): [Some "trust me bro" benchmarks while we prep the repo to open-source](https://www.reddit.com/r/LocalLLaMA/comments/1xn78cm/some_trust_me_bro_benchmarks_while_we_prep_the/) -- lead source

### Microsoft introduces Bing AI Search Choice

- Permalink: https://110010.art/d/dc7812af856449fc/
- Original: https://chromewebstore.google.com/detail/microsoft-bing-ai-search/mcaabonmnmphidjfohjkdobemneigopa
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Microsoft Bing AI Search Choice

Coverage:
- Hacker News (AI) (2026-11-03): [Microsoft Bing AI Search Choice](https://news.ycombinator.com/item?id=50359127) -- lead source

### New stealth model Crouton Alpha announced for openrouter; supports scalable coding, agentic, and multimodal workflows

- Permalink: https://110010.art/d/30378bc2a7dc4458/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn6ygw/new_stealth_model_on_openrouter_crouton_alpha_1m/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: New stealth model on openrouter - Crouton Alpha (1M context)

Since no-one else is posting about it...  Crouton Alpha is a lightweight model built for scalable coding, agentic, and multimodal workflows. It's ideal for executing agentic sub-tasks, tool use, and document analysis...

Coverage:
- r/LocalLLaMA (2026-11-03): [New stealth model on openrouter - Crouton Alpha (1M context)](https://www.reddit.com/r/LocalLLaMA/comments/1xn6ygw/new_stealth_model_on_openrouter_crouton_alpha_1m/) -- lead source

### Gemma4: graph optimizations yield massive gains on pp for E2B and E4B in llama.cpp Keras? Not. Wait.

- Permalink: https://110010.art/d/713eff5dd21d4ee3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn6mm0/gemma4_graph_optimizations_massive_gains_on_pp/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: gemma4: graph optimizations (massive gains on pp for E2B and E4B) by max-krasnyansky · Pull Request #31356 · ggml-org/llama.cpp
- Tags: [Llama](https://110010.art/tags/llama/), [Gemma](https://110010.art/tags/gemma/)

big prompt processing speedup for gemma E2B/E4B    submitted by    /u/jacek2023   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [gemma4: graph optimizations (massive gains on pp for E2B and E4B) by max-krasnyansky · Pull Request #31356 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xn6mm0/gemma4_graph_optimizations_massive_gains_on_pp/) -- lead source

### Lotse: AI Coding Agent for iOS

- Permalink: https://110010.art/d/7be952fe0f374be4/
- Original: https://apps.apple.com/us/app/lotse-ai-coding-agent/id6760467136
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Lotse: AI Coding Agent – iOS

Coverage:
- Hacker News (AI) (2026-11-03): [Lotse: AI Coding Agent – iOS](https://news.ycombinator.com/item?id=50358695) -- lead source

### The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer

- Permalink: https://110010.art/d/341e6cba042143e1/
- Original: https://arxiv.org/abs/2605.29713
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [The Little Book of Generative AI Foundations: An Intuitive Mathematical Primer](https://news.ycombinator.com/item?id=50358582) -- lead source

### US tech giants’ hidden AI debt swells 90% to $3.2T in 6 months

- Permalink: https://110010.art/d/d77295d0d6134565/
- Original: https://asia.nikkei.com/business/technology/artificial-intelligence/us-tech-giants-hidden-ai-debt-swells-90-to-3.2tn-in-6-months
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: US tech giants' hidden AI debt swells 90% to $3.2T in 6 months

Coverage:
- Hacker News (AI) (2026-11-03): [US tech giants' hidden AI debt swells 90% to $3.2T in 6 months](https://news.ycombinator.com/item?id=50358422) -- lead source

### The AI boom may be sowing seeds of another financial crisis

- Permalink: https://110010.art/d/34653ecf44ae495b/
- Original: https://www.bloomberg.com/opinion/articles/2026-11-03/ai-investment-boom-demands-stronger-financial-oversight
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: The AI Boom May Be Sowing Seeds of Another Financial Crisis

Coverage:
- Hacker News (AI) (2026-11-03): [The AI Boom May Be Sowing Seeds of Another Financial Crisis](https://news.ycombinator.com/item?id=50358414) -- lead source

### Show HN: Uncracked City, a detective game where you question LLM suspects that lie

- Permalink: https://110010.art/d/66efe78ab34c4994/
- Original: https://uncracked.city
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Uncracked City, detective game where you question LLM suspects that lie

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Uncracked City, detective game where you question LLM suspects that lie](https://news.ycombinator.com/item?id=50358352) -- lead source

### Revolut swaps Claude for GLM open-weight model, slashing AI coding costs by 90% by going self-hosted.

- Permalink: https://110010.art/d/23c3d8f90dbd4690/
- Original: https://dealroom.co/news/169124-revolut-swaps-claude-code-for-a-chinese-open-weight-model-cutting-its-ai/
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-03
- Original headline: Revolut swaps Claude for GLM open-weight model, cutting AI coding bill by 90%
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Revolut swaps Claude for GLM open-weight model, cutting AI coding bill by 90%](https://news.ycombinator.com/item?id=50358078) -- lead source
- r/LocalLLaMA (2026-11-03): [British fintech Revolut slashes AI coding costs 10x by cutting out Claude and going self-hosted](https://www.reddit.com/r/LocalLLaMA/comments/1xn568h/british_fintech_revolut_slashes_ai_coding_costs/)
- Hacker News (AI) (2026-11-04): [Revolut slashes AI coding costs 10x by cutting out Claude and going self-hosted](https://news.ycombinator.com/item?id=50364529)

### Local LLMs Hermes Agent spread for Linux sysadmin, system maintenance, network, and light coding tasks

- Permalink: https://110010.art/d/e83ca5e983794edb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn4n3j/harnessesagents_suited_for_linux_sysadmin_system/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Harnesses/Agents suited for linux sysadmin, system maintenance, network and light coding.

Hi guys. So I'm not completely new to all this local LLMs and AI. I have used and tried various web-based UIs, for the last 4-5 months, as a way to learn and educate myself in this swamp that is local LLM. So for the...

Coverage:
- r/LocalLLaMA (2026-11-03): [Harnesses/Agents suited for linux sysadmin, system maintenance, network and light coding.](https://www.reddit.com/r/LocalLLaMA/comments/1xn4n3j/harnessesagents_suited_for_linux_sysadmin_system/) -- lead source

### The largest bitcoin miners are quietly turning into AI data centers

- Permalink: https://110010.art/d/21edeab2293a46ad/
- Original: https://0xca333.substack.com/p/the-largest-bitcoin-miners-are-quietly
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: The Largest Bitcoin Miners Are Quietly Becoming AI Data Centers

Coverage:
- Hacker News (AI) (2026-11-03): [The Largest Bitcoin Miners Are Quietly Becoming AI Data Centers](https://news.ycombinator.com/item?id=50357834) -- lead source

### Prototype AMD Radeon RX 470 board with four GPUs pictured, claimed as world's biggest PCIe graphics card

- Permalink: https://110010.art/d/25decc9f8d2a43bc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn40w7/tokenss_worlds_biggest_pcie_graphics_card/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Tokens/s? "World's biggest PCIe graphics card" discovered, prototype AMD Radeon RX 470 board with four GPUs has been pictured

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [Tokens/s? "World's biggest PCIe graphics card" discovered, prototype AMD Radeon RX 470 board with four GPUs has been pictured](https://www.reddit.com/r/LocalLLaMA/comments/1xn40w7/tokenss_worlds_biggest_pcie_graphics_card/) -- lead source

### Show HN: Mallard: Git for the age of AI agents

- Permalink: https://110010.art/d/2dfa647cad9e4991/
- Original: https://mallard-ai.com/home
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Mallard: Git for the age of AI agents](https://news.ycombinator.com/item?id=50357605) -- lead source

### Face Rater – AI face analysis and face rating report

- Permalink: https://110010.art/d/32b74a68d6994865/
- Original: https://facerater.net/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Face Rater – AI Face Analysis and Face Rating Report

Coverage:
- Hacker News (AI) (2026-11-03): [Face Rater – AI Face Analysis and Face Rating Report](https://news.ycombinator.com/item?id=50357597) -- lead source

### AI agents beat human-made tools at molecular discovery

- Permalink: https://110010.art/d/4ed5ab3dc1d047b7/
- Original: https://twitter.com/intology/status/2117642701890105725
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI agents beating human made tools at molecular discovery

Coverage:
- Hacker News (AI) (2026-11-03): [AI agents beating human made tools at molecular discovery](https://news.ycombinator.com/item?id=50357548) -- lead source

### AI panic: back-office jobs cut; but not the expected roles

- Permalink: https://110010.art/d/f4abf1b9ec2f4923/
- Original: https://www.rnz.co.nz/news/science-and-technology/2327983/ai-panic-back-office-jobs-cut-but-not-the-expected-roles
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI 'panic': Back office jobs cut – but not the expected roles

Coverage:
- Hacker News (AI) (2026-11-03): [AI 'panic': Back office jobs cut – but not the expected roles](https://news.ycombinator.com/item?id=50357407) -- lead source

### Spar enables Claude and Codex to argue to produce better outputs.

- Permalink: https://110010.art/d/0249a8ab12b94765/
- Original: https://github.com/spar-ai-app/spar
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Spar – Make Claude and Codex argue to get the best outputs
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Spar – Make Claude and Codex argue to get the best outputs](https://news.ycombinator.com/item?id=50357247) -- lead source

### Show HN: HackerByte analyzes HN discussions to find promising AI stories

- Permalink: https://110010.art/d/fca393ca34c14c16/
- Original: https://hackerbyte.net
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: HackerByte – Finding promising AI stories by analyzing HN discussions

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: HackerByte – Finding promising AI stories by analyzing HN discussions](https://news.ycombinator.com/item?id=50357221) -- lead source

### Three points on AI safety

- Permalink: https://110010.art/d/7c8886c3e34e4736/
- Original: https://nicholasdecker.substack.com/p/three-points-on-ai-safety
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Three Points on AI Safety

Coverage:
- Hacker News (AI) (2026-11-03): [Three Points on AI Safety](https://news.ycombinator.com/item?id=50357095) -- lead source

### Show HN: Recto is a desktop app that lets you design with AI and edit with your mouse

- Permalink: https://110010.art/d/307b6c19ad8c418b/
- Original: https://recto.design
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Recto: A desktop app where you can design with AI, edit with your mouse

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Recto: A desktop app where you can design with AI, edit with your mouse](https://news.ycombinator.com/item?id=50357042) -- lead source

### What do people with normal hardware (32 GB RAM, 16 GB VRAM) run?

- Permalink: https://110010.art/d/40ecfe97ea7e401e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn2jyz/what_do_people_with_normal_hardware_32gb_ram_16gb/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: What do people with normal hardware : 32GB ram 16GB VRAM run?

Just asking because i have been out of the loop for a while and kinda missed everything (strata etc...) a small recap would be appreciated.  Everyone seems to own an RTX 6000 or insanely expensive rigs here. So just...

Coverage:
- r/LocalLLaMA (2026-11-03): [What do people with normal hardware : 32GB ram 16GB VRAM run?](https://www.reddit.com/r/LocalLLaMA/comments/1xn2jyz/what_do_people_with_normal_hardware_32gb_ram_16gb/) -- lead source

### DeepSeek V4.1 Flash 1017 analyzes four RL checkpoints to infer a neural network’s behavior from weights; identifies tasks CartPole, Flappy, Catch, but fails on BallBeam

- Permalink: https://110010.art/d/965b1c9456a145dc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn2i0n/deepseek_v41_flash_1017_can_also_do_weightspace/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: DeepSeek V4.1 Flash 1017 can also do Weight-Space Programming
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Inspired by Weight-Space Programming, I tested whether DeepSeek V4.1 Flash 1017 could figure out what a small neural network does by reading its weights. I fed it four anonymized RL checkpoints: 51k parameters each,...

Coverage:
- r/LocalLLaMA (2026-11-03): [DeepSeek V4.1 Flash 1017 can also do Weight-Space Programming](https://www.reddit.com/r/LocalLLaMA/comments/1xn2i0n/deepseek_v41_flash_1017_can_also_do_weightspace/) -- lead source

### AI tool predicts cancer survival from a single patient selfie

- Permalink: https://110010.art/d/41af508de1684e1b/
- Original: https://www.theguardian.com/technology/2026/oct/19/ai-tool-predict-cancer-survival-patient-selfie
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI tool can predict cancer survival by a single patient selfie

Coverage:
- Hacker News (AI) (2026-11-03): [AI tool can predict cancer survival by a single patient selfie](https://news.ycombinator.com/item?id=50356910) -- lead source

### AI could do my first job, not my last

- Permalink: https://110010.art/d/92402793a82945ca/
- Original: https://econvitals.org/posts/2026-11-01-ai-first-job/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Could Do My First Job. Not My Last

Coverage:
- Hacker News (AI) (2026-11-03): [AI Could Do My First Job. Not My Last](https://news.ycombinator.com/item?id=50356874) -- lead source

### Composing fraud rules faster with classical ML and AI-assisted review

- Permalink: https://110010.art/d/16f3659f87d44b8d/
- Original: https://tech.affirm.com/composing-fraud-rules-at-the-speed-of-the-attack-7f6e05edc2a5
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Composing fraud rules faster with classical ML and AI-assisted review](https://news.ycombinator.com/item?id=50356715) -- lead source

### MIT CSAIL demonstrates weight-space editing on small models; Claude rewrites 8 neurons of Gemma 4 12B to alter Italian tense translation

- Permalink: https://110010.art/d/dedfffb8e8464f39/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xn1gs9/i_tried_mits_weightspace_programming_on_my_own/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: I tried MIT's "weight-space programming" on my own use case: Claude rewrote 8 neurons of Gemma 4 12B to change how it translates one Italian tense
- Tags: [Claude](https://110010.art/tags/claude/), [Gemma](https://110010.art/tags/gemma/), [GPT-6](https://110010.art/tags/gpt-6/), [Qwen](https://110010.art/tags/qwen/)

Yesterday MIT CSAIL showed GPT-6 Astra editing the weights of a small model by hand. It changed a few neurons of Qwen3.5-0.8B, the model stopped looping on math problems, and its scores jumped. No training at all. I...

Coverage:
- r/LocalLLaMA (2026-11-03): [I tried MIT's "weight-space programming" on my own use case: Claude rewrote 8 neurons of Gemma 4 12B to change how it translates one Italian tense](https://www.reddit.com/r/LocalLLaMA/comments/1xn1gs9/i_tried_mits_weightspace_programming_on_my_own/) -- lead source

### Show HN: Animus AI Blocker blocks AI-synthesized images and videos on your social media feed

- Permalink: https://110010.art/d/63fabda391bd4a88/
- Original: https://chromewebstore.google.com/detail/animus-ai-blocker/ofpjilegndibkndcacajdgmkjicjgbck
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Animus AI Blocker:Block AI slop images/videos on your social media feed

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Animus AI Blocker:Block AI slop images/videos on your social media feed](https://news.ycombinator.com/item?id=50356156) -- lead source

### How will AI affect developing countries?

- Permalink: https://110010.art/d/f8e7a5fbb4044385/
- Original: https://indevelopmentmag.substack.com/p/how-will-ai-affect-developing-countries
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: How Will AI Affect Developing Countries?

Coverage:
- Hacker News (AI) (2026-11-03): [How Will AI Affect Developing Countries?](https://news.ycombinator.com/item?id=50356139) -- lead source

### Local AI to become the Dr Pepper?

- Permalink: https://110010.art/d/36b5a1e4f39a463a/
- Original: https://devden.raghavan.studio/p/could-edge-inference-be-the-dr-pepper
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Would Local AI Become the Dr.Pepper?

Coverage:
- Hacker News (AI) (2026-11-03): [Would Local AI Become the Dr.Pepper?](https://news.ycombinator.com/item?id=50356016) -- lead source

### How our AI agents write a help center

- Permalink: https://110010.art/d/524efcdb4a194b86/
- Original: https://www.veludocs.com/blog/building-a-help-center-pipeline/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: How Our AI Agents Write a Help Center

Coverage:
- Hacker News (AI) (2026-11-03): [How Our AI Agents Write a Help Center](https://news.ycombinator.com/item?id=50355859) -- lead source

### I use AI (Oct 2026)

- Permalink: https://110010.art/d/624ea49bfff3474f/
- Original: https://ben.stolovitz.com/posts/how-use-ai-oct-2026/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [I use AI (Oct 2026)](https://news.ycombinator.com/item?id=50355767) -- lead source

### Leona unveils AI powered career toolkit

- Permalink: https://110010.art/d/0dfeef0ff12640f7/
- Original: https://leona.co.za/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Leona - AI Powered Career Toolkit

Coverage:
- Hacker News (AI) (2026-11-03): [Leona - AI Powered Career Toolkit](https://news.ycombinator.com/item?id=50355744) -- lead source

### Counted "AI" on 37 website builder homepages, 2019 to now

- Permalink: https://110010.art/d/d05d1ab71fd44448/
- Original: https://scrollytelling.ai/website-builders-ai/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Counted "AI" on 37 website builder homepages, 2019 to now](https://news.ycombinator.com/item?id=50355740) -- lead source

### Show HN: AI model token cost and context window estimator

- Permalink: https://110010.art/d/623dda6837544420/
- Original: https://ai-token-estimator.pages.dev/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: AI Model Token Cost and Context Window Estimator

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: AI Model Token Cost and Context Window Estimator](https://news.ycombinator.com/item?id=50355739) -- lead source

### Itch.io deletes terabytes of AI game and asset spam slop

- Permalink: https://110010.art/d/2b92b6d59d924f0e/
- Original: https://frvr.com/blog/news/indie-storefront-itch-io-deletes-a-couple-terabytes-of-ai-slop-as-the-marketplace-is-spammed-with-ai-games-and-assets/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Itch.io deletes terabytes of all the AI game and asset slop spam

Coverage:
- Hacker News (AI) (2026-11-03): [Itch.io deletes terabytes of all the AI game and asset slop spam](https://news.ycombinator.com/item?id=50355671) -- lead source
- Hacker News (AI) (2026-11-03): [Itch.io Deletes 'Terabytes' of AI Slop in to Counter Surge in Game Uploads](https://news.ycombinator.com/item?id=50356704)

### Show HN: FinZot – financial planning Claude connector for US taxpayers

- Permalink: https://110010.art/d/a4d4f554c49e4d92/
- Original: https://claude.ai/directory/finzot/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: FinZot – financial planning Claude connector for US taxpayers](https://news.ycombinator.com/item?id=50355632) -- lead source

### Auditioning engineering: software engineering interviews in the age of AI

- Permalink: https://110010.art/d/5c65cfba45e24fbc/
- Original: https://tech.wmg.com/auditioning-engineering-4ca3d48bf457
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Auditioning Engineering: Software Engineering Interviews in the Age of AI

Coverage:
- Hacker News (AI) (2026-11-03): [Auditioning Engineering: Software Engineering Interviews in the Age of AI](https://news.ycombinator.com/item?id=50355572) -- lead source

### Show HN: Replacing turn-based LLM agents with SQLite and system one models

- Permalink: https://110010.art/d/7eada1f299fc4c46/
- Original: https://github.com/DevLoops-ai/unified-brain
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Replacing Turn-Based LLM Agents with SQLite and System One Models
- Tags: [Jev](https://110010.art/tags/jev/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Replacing Turn-Based LLM Agents with SQLite and System One Models](https://news.ycombinator.com/item?id=50355551) -- lead source

### I think AI has impacted the plugin industry.

- Permalink: https://110010.art/d/3737c965f9c64004/
- Original: https://www.youtube.com/watch?v=kVBXHzdCOP0
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: I Think AI Just Killed the Plugin Industry

Coverage:
- Hacker News (AI) (2026-11-03): [I Think AI Just Killed the Plugin Industry](https://news.ycombinator.com/item?id=50355528) -- lead source

### Google researchers call for freedom to share AI knowledge publicly

- Permalink: https://110010.art/d/06a8d0a614844e9e/
- Original: https://www.washingtonpost.com/technology/2026/11/03/google-deepmind-staff-protest-lifetime-ban-criticizing-company/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Google researchers demand freedom to tell the world what they know about AI

Coverage:
- Hacker News (AI) (2026-11-03): [Google researchers demand freedom to tell the world what they know about AI](https://news.ycombinator.com/item?id=50355504) -- lead source

### Library of Layers (LoL): adaptively ordering transformer layers at runtime

- Permalink: https://110010.art/d/839bce64d5c34386/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmzo2s/261103526_library_of_layers_lol_adaptively/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: [2611.03526] Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime

submitted by    /u/Thrumpwart   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [[2611.03526] Library of Layers (LoL): Adaptively Ordering Transformer Layers at Runtime](https://www.reddit.com/r/LocalLLaMA/comments/1xmzo2s/261103526_library_of_layers_lol_adaptively/) -- lead source

### Binance says hackers used fake job interviews and AI tools to steal $6.3B

- Permalink: https://110010.art/d/1b052629de4d4dc8/
- Original: https://www.cnbc.com/2026/11/03/binance-co-ceo-teng-says-hackers-used-fake-job-interviews-to-steal-6point3-billion-in-crypto.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Binance says hackers used fake job interviews, AI tool to steal $6.3B

Coverage:
- Hacker News (AI) (2026-11-03): [Binance says hackers used fake job interviews, AI tool to steal $6.3B](https://news.ycombinator.com/item?id=50355328) -- lead source

### OpenAI and Anthropic claim AI solves 27-year-old pillar of computer science

- Permalink: https://110010.art/d/cd79aae7c1a04111/
- Original: https://www.science.org/content/article/ai-cracks-27-year-old-pillar-computer-science-openai-and-anthropic-claim
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI cracks a 27-year-old pillar of computer science, OpenAI and Anthropic claim
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-03): [AI cracks a 27-year-old pillar of computer science, OpenAI and Anthropic claim](https://news.ycombinator.com/item?id=50355309) -- lead source
- Hacker News (AI) (2026-11-04): [Firm Tied to Some OpenAI, Anthropic AI Hacks Blames 'Error'](https://news.ycombinator.com/item?id=50366534)

### Show HN: AIStoreHub – 1-click CLI to configure MCP servers in Cursor and Claude

- Permalink: https://110010.art/d/4bf64a00213e4bb5/
- Original: https://pypi.org/project/aistorehub/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: AIStoreHub – 1-Click CLI to Configure MCP Servers in Cursor and Claude
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: AIStoreHub – 1-Click CLI to Configure MCP Servers in Cursor and Claude](https://news.ycombinator.com/item?id=50355152) -- lead source

### Show HN: Slopgrid creates your own AI model benchmarks without code

- Permalink: https://110010.art/d/ff90bf09e8f347ee/
- Original: https://slopgrid.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Slopgrid – create your own AI model benchmarks without code

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Slopgrid – create your own AI model benchmarks without code](https://news.ycombinator.com/item?id=50355020) -- lead source

### Postman silently auto-installs AI plugins and attempts to share all API data

- Permalink: https://110010.art/d/8eb09e37682f4d18/
- Original: https://github.com/postmanlabs/postman-app-support/issues/14370
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Postman silently auto-installs AI plugins and attempts to share all API data](https://news.ycombinator.com/item?id=50354960) -- lead source
- Hacker News (AI) (2026-11-04): [Postman Caught Installing AI Plugins Without Developer Consent](https://news.ycombinator.com/item?id=50368108)

### Anthropic's S-1/A differs from its S-1 on the AI R&D acceleration threshold

- Permalink: https://110010.art/d/481c43f63a1b407a/
- Original: https://theainewsreport.com/2026-11-03-anthropic-s1-ai-accelerated-progress-explained.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Anthropic's S-1/A diffed against its S-1 on the AI R&D acceleration threshold
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-03): [Anthropic's S-1/A diffed against its S-1 on the AI R&D acceleration threshold](https://news.ycombinator.com/item?id=50354845) -- lead source
- Hacker News (AI) (2026-11-06): [METR's 1.9x AI R&D speedup at Anthropic, and why it ranges from 1.1x to 2.9x](https://news.ycombinator.com/item?id=50394022)

### Claude bots driven by Glyphh learn from precedent in real time

- Permalink: https://110010.art/d/3cb631cff4e24871/
- Original: https://glyphh.ai/blog/a-bot-that-learned-its-job
- Source: Hacker News (AI)
- Published: 2026-11-03
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Claude bots driven by Glyphh learn from precedent in real time](https://news.ycombinator.com/item?id=50354820) -- lead source

### Solve the cold start problem with an AI outreach system

- Permalink: https://110010.art/d/591f5d16fa114ca6/
- Original: https://steadily.ca/newsletter/edition/solve-cold-start-problem-with-ai-outreach
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Solve the cold start problem with an AI outreach system](https://news.ycombinator.com/item?id=50354809) -- lead source

### Genie Studio is a browser DAW where AI can generate and edit tracks

- Permalink: https://110010.art/d/e2efd5beb63c4139/
- Original: https://melodygenie.app/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Genie Studio – a browser DAW where AI can generate and edit tracks

Coverage:
- Hacker News (AI) (2026-11-03): [Genie Studio – a browser DAW where AI can generate and edit tracks](https://news.ycombinator.com/item?id=50354670) -- lead source

### Google’s AI judged against Google Translate; Google lost 108 to 1

- Permalink: https://110010.art/d/2125c8a761c64656/
- Original: https://airtranslate.ai/blog/dialect-benchmark
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Google's own AI judged us against Google Translate. Google lost 108 to 1

Coverage:
- Hacker News (AI) (2026-11-03): [Google's own AI judged us against Google Translate. Google lost 108 to 1](https://news.ycombinator.com/item?id=50354639) -- lead source

### Qwen3.8-Flash-Next can operate real robots via uni-robot-agent harness; developers connect LLMs to robotic systems

- Permalink: https://110010.art/d/a2ccabb2504c4fd8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmyji8/can_qwen_directly_control_the_robot_as_well_as/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: “Can Qwen directly control the robot as well as GPT-6 Astra?”
- Tags: [GPT-6](https://110010.art/tags/gpt-6/), [Qwen](https://110010.art/tags/qwen/)

A open source harness that was used with Qwen3.8 FN that QwenDev did a shout out to. Available now. From QwenDev via x https://x.com/QwenDevs/status/2117644199860601297 “Well, turns out Qwen3.8-Flash-Next can do more...

Coverage:
- r/LocalLLaMA (2026-11-03): [“Can Qwen directly control the robot as well as GPT-6 Astra?”](https://www.reddit.com/r/LocalLLaMA/comments/1xmyji8/can_qwen_directly_control_the_robot_as_well_as/) -- lead source

### What does it mean when writing is flagged as AI?

- Permalink: https://110010.art/d/de4ccd00369344c3/
- Original: https://www.npr.org/2026/10/31/nx-s1-5963520/ai-writing-detectors-pangram
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Writing was flagged as AI. What does that mean?

Coverage:
- Hacker News (AI) (2026-11-03): [Writing was flagged as AI. What does that mean?](https://news.ycombinator.com/item?id=50354499) -- lead source

### AI detectors like Pangram are changing human writing

- Permalink: https://110010.art/d/22148f79ff624716/
- Original: https://www.bloomberg.com/news/features/2026-10-30/how-ai-detectors-like-pangram-are-changing-human-writing
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Detectors Like Pangram Are Changing Human Writing

Coverage:
- Hacker News (AI) (2026-11-03): [AI Detectors Like Pangram Are Changing Human Writing](https://news.ycombinator.com/item?id=50354488) -- lead source

### Silicon Valley dating now involves spreadsheets, AI, and $5K-a-month coaches.

- Permalink: https://110010.art/d/58d5c5be3a664f9e/
- Original: https://www.techspot.com/news/114425-dating-silicon-valley-now-involves-spreadsheets-ai-analysis.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Silicon Valley dating now means spreadsheets, AI and $5K-a-month coaches

Coverage:
- Hacker News (AI) (2026-11-03): [Silicon Valley dating now means spreadsheets, AI and $5K-a-month coaches](https://news.ycombinator.com/item?id=50354197) -- lead source

### Researchers warn secret "trigger words" can cause hacked AI robots to attack people

- Permalink: https://110010.art/d/38837aa1864c4c4c/
- Original: https://www.dexerto.com/entertainment/researchers-warn-secret-trigger-words-can-make-hacked-ai-robots-turn-on-people-and-attack-them-3424454/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Researchers warn secret "trigger words" can make hacked AI robots attack people

Coverage:
- Hacker News (AI) (2026-11-03): [Researchers warn secret "trigger words" can make hacked AI robots attack people](https://news.ycombinator.com/item?id=50354186) -- lead source

### Why physical AI is hard to engineer

- Permalink: https://110010.art/d/30be3f4de33e4013/
- Original: https://semiengineering.com/why-physical-ai-is-so-hard-to-engineer/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Why Physical AI Is So Hard to Engineer

Coverage:
- Hacker News (AI) (2026-11-03): [Why Physical AI Is So Hard to Engineer](https://news.ycombinator.com/item?id=50354183) -- lead source

### HPE Spaceborne Computer-4 will bring AI and HPC to the Moon on Astrolab Flip

- Permalink: https://110010.art/d/369c52f3c3914b51/
- Original: https://www.servethehome.com/hpe-spaceborne-computer-4-will-bring-ai-and-hpc-to-the-moon-on-astrolab-flip/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: HPE Spaceborne Computer-4 Will Bring AI and HPC to the Moon on Astrolab Flip

Coverage:
- Hacker News (AI) (2026-11-03): [HPE Spaceborne Computer-4 Will Bring AI and HPC to the Moon on Astrolab Flip](https://news.ycombinator.com/item?id=50354144) -- lead source

### Ask HN: Will cheap high-quality AI end this December?

- Permalink: https://110010.art/d/9bae44cb2f79417a/
- Original: https://news.ycombinator.com/item?id=50353859
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Ask HN: Will cheap high-quality AI end this December?](https://news.ycombinator.com/item?id=50353859) -- lead source

### Governments worldwide shape what AI can say about politics

- Permalink: https://110010.art/d/e9cdafcc348a4310/
- Original: https://theconversation.com/how-governments-worldwide-are-shaping-what-ai-can-say-about-politics-294097
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: How governments worldwide are shaping what AI can say about politics

Coverage:
- Hacker News (AI) (2026-11-03): [How governments worldwide are shaping what AI can say about politics](https://news.ycombinator.com/item?id=50353816) -- lead source

### Show HN: 8 years of "Who's Hiring?" in charts, highlighting hiring trends and AI-related shifts

- Permalink: https://110010.art/d/74395d1dab21462c/
- Original: https://hn-hiring-2019-2026.lancecj.chatgpt.site/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: 8 years of "Who's Hiring?" in charts (hiring boom, bust, and AI trends)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: 8 years of "Who's Hiring?" in charts (hiring boom, bust, and AI trends)](https://news.ycombinator.com/item?id=50353773) -- lead source

### What happens when AI replaces everyone's thinking?

- Permalink: https://110010.art/d/c9c6e995121f4f4b/
- Original: https://kyle.cascade.family/posts/what-happens-when-ai-replaces-everyones-thinking/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: What Happens When AI Replaces Everyone's Thinking?

Coverage:
- Hacker News (AI) (2026-11-03): [What Happens When AI Replaces Everyone's Thinking?](https://news.ycombinator.com/item?id=50353689) -- lead source

### LLMjacking: AWS, Google Cloud and Azure settings that cap stolen AI keys

- Permalink: https://110010.art/d/0f8ea2aa8e084eba/
- Original: https://theainewsreport.com/2026-11-03-llmjacking-stolen-ai-keys-explained.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: LLMjacking: The AWS, Google Cloud and Azure settings that cap stolen AI keys

Coverage:
- Hacker News (AI) (2026-11-03): [LLMjacking: The AWS, Google Cloud and Azure settings that cap stolen AI keys](https://news.ycombinator.com/item?id=50353652) -- lead source

### Anthropic’s HackerOne bot allegedly removed a bounty from a researcher; the report examines the incident.

- Permalink: https://110010.art/d/0ebbd92fad5b456b/
- Original: https://news.ycombinator.com/item?id=50353629
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Anthropic's HackerOne bot lawyered me out of a bounty
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-03): [Anthropic's HackerOne bot lawyered me out of a bounty](https://news.ycombinator.com/item?id=50353629) -- lead source

### Show HN: CleanSlop identifies break points in AI-generated TypeScript/Node web apps

- Permalink: https://110010.art/d/c6775cfeeb294f6d/
- Original: https://cleanslop.com
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: CleanSlop – Find what breaks in AI-generated TypeScript/Node web apps

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: CleanSlop – Find what breaks in AI-generated TypeScript/Node web apps](https://news.ycombinator.com/item?id=50353615) -- lead source

### Show HN: I built Knemora – an open-source AI second brain

- Permalink: https://110010.art/d/dfa389102bd54a38/
- Original: https://github.com/federicolaterra/knemora
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: I built Knemora – An Open-source AI Second brain

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: I built Knemora – An Open-source AI Second brain](https://news.ycombinator.com/item?id=50353601) -- lead source

### HackerNietzsche: Machine, All Too Human. Aphorisms on AI

- Permalink: https://110010.art/d/6dcc25d40bf24b6f/
- Original: https://www.hackernietzsche.com/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [HackerNietzsche: Machine, All Too Human. Aphorisms on AI](https://news.ycombinator.com/item?id=50353566) -- lead source

### Quili AI reports new capabilities in AI-assisted coding assistant

- Permalink: https://110010.art/d/b18720c60bbb4387/
- Original: https://www.quili.ai/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Quili AI

Coverage:
- Hacker News (AI) (2026-11-03): [Quili AI](https://news.ycombinator.com/item?id=50353475) -- lead source

### World of Warcraft: Forever is overrun with AI-generated content

- Permalink: https://110010.art/d/56bc1f01801c4cdc/
- Original: https://www.404media.co/world-of-warcraft-forever-is-already-overrun-with-ai-slop/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: World of Warcraft: Forever Is Overrun with AI Slop

Coverage:
- Hacker News (AI) (2026-11-03): [World of Warcraft: Forever Is Overrun with AI Slop](https://news.ycombinator.com/item?id=50353364) -- lead source

### Is AI mainly being used to stop hiring young workers?

- Permalink: https://110010.art/d/3761836409e747a1/
- Original: https://finance.yahoo.com/technology/ai/articles/most-powerful-technology-history-using-113000128.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Is AI Mainly Being Used to Stop Hiring Young Workers

Coverage:
- Hacker News (AI) (2026-11-03): [Is AI Mainly Being Used to Stop Hiring Young Workers](https://news.ycombinator.com/item?id=50353338) -- lead source

### AI is destroying my CS degree

- Permalink: https://110010.art/d/5c757022632948e4/
- Original: https://lordtoots.bearblog.dev/ai-is-destroying-my-cs-degree/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [AI is destroying my CS degree](https://news.ycombinator.com/item?id=50353300) -- lead source

### FusionAuth 1.70 emphasizes least privilege for customers' AI agents

- Permalink: https://110010.art/d/a42cc3dd39aa40fe/
- Original: https://fusionauth.io/blog/announcing-fusionauth-1-70
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Least privilege for your customers' AI agents

Coverage:
- Hacker News (AI) (2026-11-03): [Least privilege for your customers' AI agents](https://news.ycombinator.com/item?id=50353214) -- lead source

### Designing responsible AI for learning

- Permalink: https://110010.art/d/7c5301b4ee144788/
- Original: https://blog.google/products-and-platforms/products/education/ai-learning-era-updates-2026/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Designing responsible AI for learning](https://news.ycombinator.com/item?id=50353192) -- lead source

### Free courses for AI at work cover chat, delegation, automation, and engineering

- Permalink: https://110010.art/d/bb7a046657b34f7c/
- Original: https://learn.zapier.com
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Free courses for AI at work (chat, delegate, automate, engineer)

Coverage:
- Hacker News (AI) (2026-11-03): [Free courses for AI at work (chat, delegate, automate, engineer)](https://news.ycombinator.com/item?id=50353140) -- lead source

### Four open coding models prompted to finish an upload URL - analysis

- Permalink: https://110010.art/d/75c41662532b4f85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmvn4q/four_open_coding_models_prompted_to_finish_an/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Four open coding models, prompted to finish an upload URL - analysis

submitted by    /u/zibenmoka   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [Four open coding models, prompted to finish an upload URL - analysis](https://www.reddit.com/r/LocalLLaMA/comments/1xmvn4q/four_open_coding_models_prompted_to_finish_an/) -- lead source

### Octomind launches open-source AI harness that saves tokens, built with static Rust

- Permalink: https://110010.art/d/f213879c8dd3426e/
- Original: https://github.com/Muvon/octomind
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Octomind – open-source AI harness that saves your tokens, static rust

Coverage:
- Hacker News (AI) (2026-11-03): [Octomind – open-source AI harness that saves your tokens, static rust](https://news.ycombinator.com/item?id=50352898) -- lead source

### In-depth comparison of Qwen-3.8 27b @ 8bpw and Qwen-3.8-FN @ 4bpw

- Permalink: https://110010.art/d/2c1e7cebb6a84d67/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmv9ju/has_anyone_done_a_indepth_comparison_between/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Has anyone done a in-depth comparison between Qwen-3.8 27b @ 8bpw and Qwen-3.8-FN @ 4bpw?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Title says it all, I run dual 3090s (check out my post here for my setup) at int8A16 and have been wondering if I'm missing out with QFN. There's posts ad-nauseam on reddit with low bpw strata solutions that run on...

Coverage:
- r/LocalLLaMA (2026-11-03): [Has anyone done a in-depth comparison between Qwen-3.8 27b @ 8bpw and Qwen-3.8-FN @ 4bpw?](https://www.reddit.com/r/LocalLLaMA/comments/1xmv9ju/has_anyone_done_a_indepth_comparison_between/) -- lead source

### A. I. Stories in the age of AI hype: a conversation with Ted Chiang

- Permalink: https://110010.art/d/5ad547a41099470d/
- Original: https://buttondown.com/charliejane/archive/ai-stories-in-the-age-of-ai-hype-a-conversation/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: A.I. Stories in the Age of AI Hype: A Conversation with Ted Chiang

Coverage:
- Hacker News (AI) (2026-11-03): [A.I. Stories in the Age of AI Hype: A Conversation with Ted Chiang](https://news.ycombinator.com/item?id=50352792) -- lead source

### Sloptorio: I Let AI Rebuild Factorio in 3D [video]

- Permalink: https://110010.art/d/f827761bb95243d5/
- Original: https://www.youtube.com/watch?v=PTSlcqYslgc
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Sloptorio – I Let AI Rebuild Factorio in 3D [video]

Coverage:
- Hacker News (AI) (2026-11-03): [Sloptorio – I Let AI Rebuild Factorio in 3D [video]](https://news.ycombinator.com/item?id=50352736) -- lead source

### AI bubble monitor tracks shifting sentiment and funding activity in AI startups

- Permalink: https://110010.art/d/808b66d4b5b441c8/
- Original: https://cepr.net/publications/ai-bubble-monitor/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: The AI Bubble Monitor

Coverage:
- Hacker News (AI) (2026-11-03): [The AI Bubble Monitor](https://news.ycombinator.com/item?id=50352727) -- lead source

### People we imagine: human possibility in an age of AI

- Permalink: https://110010.art/d/754906c04f2746c8/
- Original: https://marycamacho.com/writing/the-people-we-imagine/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: People We Imagine: Human Possibility in an Age of AI

Coverage:
- Hacker News (AI) (2026-11-03): [People We Imagine: Human Possibility in an Age of AI](https://news.ycombinator.com/item?id=50352690) -- lead source

### 2M databases and counting: the architecture behind Sauna's AI teammate

- Permalink: https://110010.art/d/e2fab83696154318/
- Original: https://turso.tech/blog/2-million-databases-and-counting-the-architecture-behind-saunas-ai-teammate
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [2M databases and counting: the architecture behind Sauna's AI teammate](https://news.ycombinator.com/item?id=50352647) -- lead source

### Show HN: React and Next.js interactions with MCP for AI coding – Hyperiux Vault

- Permalink: https://110010.art/d/f3c5bd64752b42a4/
- Original: https://vault.hyperiux.com
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: React and NextJS Interactions with MCP for AI Coding – Hyperiux Vault

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: React and NextJS Interactions with MCP for AI Coding – Hyperiux Vault](https://news.ycombinator.com/item?id=50352620) -- lead source

### How to disable Google AI Overview

- Permalink: https://110010.art/d/0eb872ec46a04ad6/
- Original: https://howtodisableaioverview.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: How to Disable Google AI Overview

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: How to Disable Google AI Overview](https://news.ycombinator.com/item?id=50352590) -- lead source

### Rooting an Echo Plus 2 with AI

- Permalink: https://110010.art/d/fe83c95160a54dea/
- Original: https://blog.tripton.dev/rooting-an-echo-plus-2-with-ai/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Rooting an Echo Plus 2 with AI](https://news.ycombinator.com/item?id=50352557) -- lead source

### See a web page the way ChatGPT and Claude’s crawlers see it

- Permalink: https://110010.art/d/f0636855defb4938/
- Original: https://kliqo.ai/tools/ai-page-audit
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: See a web page the way ChatGPT and Claude's crawlers see it
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: See a web page the way ChatGPT and Claude's crawlers see it](https://news.ycombinator.com/item?id=50352485) -- lead source

### AI chatbots are becoming political advisers; their answers can mislead voters

- Permalink: https://110010.art/d/837402d0b43f4b7f/
- Original: https://www.npr.org/2026/11/02/nx-s1-6025407/chatbots-midterms-voting-advice
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI chatbots are becoming political advisers. Their answers can mislead voters

Coverage:
- Hacker News (AI) (2026-11-03): [AI chatbots are becoming political advisers. Their answers can mislead voters](https://news.ycombinator.com/item?id=50352479) -- lead source

### US hedge funds sell every AI stock they bought since 2025

- Permalink: https://110010.art/d/0fd2d852f7dc4910/
- Original: https://finance.yahoo.com/markets/stocks/articles/us-hedge-funds-just-sold-113114644.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: US Hedge Funds Just Sold Every AI Stock They Bought Since 2025

Coverage:
- Hacker News (AI) (2026-11-03): [US Hedge Funds Just Sold Every AI Stock They Bought Since 2025](https://news.ycombinator.com/item?id=50352405) -- lead source
- Hacker News (AI) (2026-11-05): [Hedge Funds Were 'Massive' Sellers of AI Debt, RBC's Skiba Says](https://news.ycombinator.com/item?id=50385219)

### Show HN: Deputy lets Claude Code or Codex use your logged-in Chrome account

- Permalink: https://110010.art/d/8571017fe7944f05/
- Original: https://github.com/RazinAI/deputy
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Deputy – let Claude Code or Codex use your logged-in Chrome
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Deputy – let Claude Code or Codex use your logged-in Chrome](https://news.ycombinator.com/item?id=50352374) -- lead source

### Missing operational layer in large-scale AI training identified

- Permalink: https://110010.art/d/e4df953b617d4174/
- Original: https://www.hpcwire.com/2026/10/12/the-missing-operational-layer-in-large-scale-ai-training/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: The Missing Operational Layer in Large-Scale AI Training

Coverage:
- Hacker News (AI) (2026-11-03): [The Missing Operational Layer in Large-Scale AI Training](https://news.ycombinator.com/item?id=50352365) -- lead source

### Show HN: An AI bot with its own Linux computer that delivers files (€39/mo)

- Permalink: https://110010.art/d/069aa1ba8c9742ae/
- Original: https://positrom.com/?lang=en
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: An AI bot with its own Linux computer that delivers files (€39/mo)](https://news.ycombinator.com/item?id=50352351) -- lead source

### Show HN: Isitslop.org claims AI can build anything; was it worth it?

- Permalink: https://110010.art/d/945dacae771b4d8a/
- Original: https://isitslop.org
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Isitslop.org: AI Can build anything. Was it worth it?

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Isitslop.org: AI Can build anything. Was it worth it?](https://news.ycombinator.com/item?id=50352315) -- lead source

### Minimal AI resistance observed as a treat

- Permalink: https://110010.art/d/094c4a564d4d49c5/
- Original: https://shkspr.mobi/blog/2026/11/just-a-little-ai-resistance-as-a-treat/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Just a little AI resistance, as a treat

Coverage:
- Hacker News (AI) (2026-11-03): [Just a little AI resistance, as a treat](https://news.ycombinator.com/item?id=50352257) -- lead source

### mtmd: add Nemotron 3.5 Transcribe support to llama.cpp; GGML core updates for offline transcription model with 40-language support and 65,536-token context

- Permalink: https://110010.art/d/2d773a86e6334a63/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmu0iz/mtmd_add_nemotron_35_transcribe_support_by/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: mtmd : add Nemotron 3.5 Transcribe support by pskrunner14 · Pull Request #31471 · ggml-org/llama.cpp
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Llama](https://110010.art/tags/llama/)

Nemotron 3.5 Transcribe is an open-weight, offline speech and audio model for transcription in 40 languages, with support for recordings up to one hour and a 65,536-token context. Its hybrid mixture-of-experts...

Coverage:
- r/LocalLLaMA (2026-11-03): [mtmd : add Nemotron 3.5 Transcribe support by pskrunner14 · Pull Request #31471 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xmu0iz/mtmd_add_nemotron_35_transcribe_support_by/) -- lead source

### Prax, wallet, transfer and sanctions screening as MCP tools for AI agents

- Permalink: https://110010.art/d/e86b0bec672b4495/
- Original: https://prax-labs.com/data-services
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Prax, wallet, transfer and sanctions screening as MCP tools for AI agents](https://news.ycombinator.com/item?id=50352176) -- lead source
- Hacker News (AI) (2026-11-05): [Wallet screening your AI agent can call over MCP](https://news.ycombinator.com/item?id=50384115)

### Took 4 months to build a todo app with AI

- Permalink: https://110010.art/d/d15479bcb7d4400f/
- Original: https://rolisz.ro/2026/it-took-me-4-months-to-build-a-todo-app-with-ai/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: It Took Me 4 Months to Build a Todo App with AI

Coverage:
- Hacker News (AI) (2026-11-03): [It Took Me 4 Months to Build a Todo App with AI](https://news.ycombinator.com/item?id=50352122) -- lead source

### Stealth "Pulse Alpha" on VoldemortCode appears to use GLM tokeniser, GLM 5.5 likely; volunteers sought to test it

- Permalink: https://110010.art/d/9b543016ba434308/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmtoir/stealth_pulse_alpha_on_voldemortcode_appears_to/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Stealth "Pulse Alpha" on VoldemortCode, appears to use GLM tokeniser - GLM 5.5 perhaps?

Someone please volunteer to test it. Also some people say it feels more like GLM 5.5 Flash    submitted by    /u/Dany0   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [Stealth "Pulse Alpha" on VoldemortCode, appears to use GLM tokeniser - GLM 5.5 perhaps?](https://www.reddit.com/r/LocalLLaMA/comments/1xmtoir/stealth_pulse_alpha_on_voldemortcode_appears_to/) -- lead source

### balbal-v2: Turkish ASR runs on CPU with two models; achieves ~123x and ~236x real time, ranking second on Mu-Bench TR after Google Chirp 3

- Permalink: https://110010.art/d/d0f1a89d5c514a97/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmtlm7/balbalv2_turkish_speech_recognition_that_runs_on/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: balbal-v2: Turkish speech recognition that runs on CPU, 2nd on Mu-Bench TR after Google Chirp 3

I've been working on Turkish ASR for a while and put out v2 recently. Two models, both CTC + KenLM, both meant for CPU (both trained for under $250): - balbal-v2-manas: 313M, Turkish + English, ~123x real time on 8...

Coverage:
- r/LocalLLaMA (2026-11-03): [balbal-v2: Turkish speech recognition that runs on CPU, 2nd on Mu-Bench TR after Google Chirp 3](https://www.reddit.com/r/LocalLLaMA/comments/1xmtlm7/balbalv2_turkish_speech_recognition_that_runs_on/) -- lead source

### An endless stream of AI slop: the burden of AI-assisted software development

- Permalink: https://110010.art/d/d6b88fc7666344ed/
- Original: https://arxiv.org/abs/2603.27249
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: An Endless Stream of AI Slop: The Burden of AI-Assisted Software Development

Coverage:
- Hacker News (AI) (2026-11-03): [An Endless Stream of AI Slop: The Burden of AI-Assisted Software Development](https://news.ycombinator.com/item?id=50351960) -- lead source
- Hacker News (AI) (2026-11-06): [How AI Is Changing Software Development in 2026](https://news.ycombinator.com/item?id=50389870)

### Strata boosts decode speed from 70–80 tk/s to 150 tk/s for qwen 3.8 flash next on llamacpp; user reports DeepSeek v4.1flash 2.25bit achieves 70tk/s decode

- Permalink: https://110010.art/d/9113d96a3f8c49cf/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmt6kb/strata_is_the_shit/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Strata is the shit
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

Have been using qwen 3.8 flash next with llamaserver. Was getting 70-80tk/s decode and was happy. Then read about strata and decided to give it a try. Decode shot up to 150 tk/s. Not sure what magic it's using? You...

Coverage:
- r/LocalLLaMA (2026-11-03): [Strata is the shit](https://www.reddit.com/r/LocalLLaMA/comments/1xmt6kb/strata_is_the_shit/) -- lead source

### Show HN: Rigorix provides execution governance for AI agents with an open-source engine

- Permalink: https://110010.art/d/e64ad447613a4065/
- Original: https://rigorix.eu/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Rigorix, Execution governance for AI agents, open-source engine

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Rigorix, Execution governance for AI agents, open-source engine](https://news.ycombinator.com/item?id=50351781) -- lead source

### Can AI ever build itself? A deeper look into autonomous AI research

- Permalink: https://110010.art/d/652c4e5d177c4df8/
- Original: https://www.nachoplanas.com/articles/rsi-stacked-s-curves
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Can AI ever build itself? A deeper look into autonomous AI research](https://news.ycombinator.com/item?id=50351752) -- lead source

### Consumer appetite for personal AI goes mainstream

- Permalink: https://110010.art/d/8b0dee6fc8a84f84/
- Original: https://spectrum.ieee.org/ai-personal-assistant-intelligent-wearables
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Consumer Appetite for Personal AI Goes Mainstream

Coverage:
- Hacker News (AI) (2026-11-03): [Consumer Appetite for Personal AI Goes Mainstream](https://news.ycombinator.com/item?id=50351746) -- lead source

### Gemini 4 Carbon edges Claude Opus 5.5 on hallucinations, according to claims

- Permalink: https://110010.art/d/7f33ec591d64476d/
- Original: https://www.tomshardware.com/tech-industry/artificial-intelligence/google-reveals-new-gemini-4-carbon-ai-model-narrowly-beating-claude-opus-5-5-frontier-ai-model-is-also-the-least-likely-to-hallucinate-benchmarks-claim
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Google's Gemini 4 Carbon edges Claude Opus 5.5, claims fewest hallucinations
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-03): [Google's Gemini 4 Carbon edges Claude Opus 5.5, claims fewest hallucinations](https://news.ycombinator.com/item?id=50351728) -- lead source

### Are there faster unified memory options that aren’t Mac?

- Permalink: https://110010.art/d/4de31a54938a46c8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmsv6m/are_there_any_faster_unified_memory_options_that/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Are there any faster unified memory options that aren't Mac?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I'm working on making my homelab more power efficient and quieter. I have a Framework desktop 128GB which has been working great along with a couple GPU boxes. I find myself switching to the GPUs for 26-35b models...

Coverage:
- r/LocalLLaMA (2026-11-03): [Are there any faster unified memory options that aren't Mac?](https://www.reddit.com/r/LocalLLaMA/comments/1xmsv6m/are_there_any_faster_unified_memory_options_that/) -- lead source

### Duckity – abuse protection for the AI agent era

- Permalink: https://110010.art/d/68bd0e8438d0434e/
- Original: https://duckity.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Duckity – Abuse protection for the AI agent era

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Duckity – Abuse protection for the AI agent era](https://news.ycombinator.com/item?id=50351615) -- lead source

### Qwen 3.8 uses preserve thinking; author argues context cost is massive and benefits are minimal

- Permalink: https://110010.art/d/2df086386548454f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmsgz5/preserve_thinking_off_is_fine/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: preserve_thinking off is FINE
- Tags: [Qwen](https://110010.art/tags/qwen/)

Let's take a break from all the engine, model and speed posts and discuss something else: Qwen 3.8 likes to think. A lot. We all know that, and the context cost you pay for that is MASSIVE when you enable preserve...

Coverage:
- r/LocalLLaMA (2026-11-03): [preserve_thinking off is FINE](https://www.reddit.com/r/LocalLLaMA/comments/1xmsgz5/preserve_thinking_off_is_fine/) -- lead source

### Is Qwen 3.8 27B still the king?

- Permalink: https://110010.art/d/ec8e6edbb54c45c6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xms6eq/is_qwen_38_27b_still_the_king/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Is Qwen 3.8 27B still the king
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hi everyone,  I've been out of the loop for a few weeks, and I was wondering if anything new that replaces Qwen 3.8 27B has come out this time I've been in the cave? I'm talking about AI models in the 8-35B range. ...

Coverage:
- r/LocalLLaMA (2026-11-03): [Is Qwen 3.8 27B still the king](https://www.reddit.com/r/LocalLLaMA/comments/1xms6eq/is_qwen_38_27b_still_the_king/) -- lead source
- r/LocalLLaMA (2026-11-05): [Anything beat Qwen 3.8 27B yet?](https://www.reddit.com/r/LocalLLaMA/comments/1xoe1wc/anything_beat_qwen_38_27b_yet/)

### AI agent that plans one night to accommodate two different tastes will enjoy both options

- Permalink: https://110010.art/d/a3a03436c8654e26/
- Original: https://common-ground-pho7.onrender.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Common Ground:AI agent that plans one night two different tastes will both enjoy

Coverage:
- Hacker News (AI) (2026-11-03): [Common Ground:AI agent that plans one night two different tastes will both enjoy](https://news.ycombinator.com/item?id=50351395) -- lead source

### Show HN: A tool to optimize AI model cost without benchmark score trade-offs

- Permalink: https://110010.art/d/83f9cd5d6017476c/
- Original: https://jeff-kline.github.io/posts/same-ai-results-for-less/index.html
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: A tool to optimize AI model cost without benchmark score trade-offs](https://news.ycombinator.com/item?id=50351277) -- lead source

### CPS prosecutor cites fake case after AI search: a serious failure

- Permalink: https://110010.art/d/bd998efbb4284e8e/
- Original: https://www.theguardian.com/technology/2026/nov/03/a-serious-failure-cps-prosecutor-cites-imaginary-case-to-high-court-after-ai-search
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: 'A serious failure': CPS prosecutor cites fake case after AI search

Coverage:
- Hacker News (AI) (2026-11-03): ['A serious failure': CPS prosecutor cites fake case after AI search](https://news.ycombinator.com/item?id=50351194) -- lead source

### Harms of the generative AI: risks and societal implications documented in research and policy discussions

- Permalink: https://110010.art/d/8381766ba4004443/
- Original: https://andreyor.st/posts/2026-11-02-harms-of-the-generative-ai/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Harms of the Generative AI

Coverage:
- Hacker News (AI) (2026-11-03): [Harms of the Generative AI](https://news.ycombinator.com/item?id=50351169) -- lead source

### A human corrected the AI; then the data changed

- Permalink: https://110010.art/d/acba5542d1bf44c0/
- Original: https://www.zingg.ai/post/human-corrected-the-ai-then-the-data-changed
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: A Human Corrected the AI. Then the Data Changed

Coverage:
- Hacker News (AI) (2026-11-03): [A Human Corrected the AI. Then the Data Changed](https://news.ycombinator.com/item?id=50350931) -- lead source

### AI could break legal systems by finding previously hidden loopholes

- Permalink: https://110010.art/d/61b9a7ecc1bd4891/
- Original: https://www.theregister.com/ai-and-ml/2026/11/02/ai-could-break-legal-systems-by-finding-previously-hidden-loopholes/5307066
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [AI could break legal systems by finding previously hidden loopholes](https://news.ycombinator.com/item?id=50350809) -- lead source

### RTX 5090 with 64GB and 96GB VRAM reportedly confirmed by US GPU repair tech

- Permalink: https://110010.art/d/3723c2ae6c3949ca/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmqq2a/rtx_5090_with_64gb_and_96gb_vram_confirmed_by_us/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: RTX 5090 with 64GB and 96GB VRAM 'confirmed' by US GPU repair tech

submitted by    /u/MundanePercentage674   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-03): [RTX 5090 with 64GB and 96GB VRAM 'confirmed' by US GPU repair tech](https://www.reddit.com/r/LocalLLaMA/comments/1xmqq2a/rtx_5090_with_64gb_and_96gb_vram_confirmed_by_us/) -- lead source

### CrowdStrike launches AI Kill Switch to terminate rogue AI agents

- Permalink: https://110010.art/d/9423ed1a37e14d00/
- Original: https://app.dealroom.co/news/feed/crowdstrike-launches-ai-kill-switch-to-terminate-rogue-ai-agents
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [CrowdStrike launches AI Kill Switch to terminate rogue AI agents](https://news.ycombinator.com/item?id=50350741) -- lead source
- Hacker News (AI) (2026-11-03): [CrowdStrike Introduces the AI Kill Switch for AI Safety](https://news.ycombinator.com/item?id=50359527)
- Hacker News (AI) (2026-11-05): ['Sovereign AI agents' could evade kill switches and threaten national security](https://news.ycombinator.com/item?id=50373141)

### Games are being ripped off by AI, and things are only going to get worse

- Permalink: https://110010.art/d/ab1b1d3b9f944746/
- Original: https://www.gamespot.com/articles/entire-games-are-being-ripped-off-by-ai-and-things-are-only-going-to-get-worse/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Games Are Being Ripped Off by AI, and Things Are Only Going to Get Worse

Coverage:
- Hacker News (AI) (2026-11-03): [Games Are Being Ripped Off by AI, and Things Are Only Going to Get Worse](https://news.ycombinator.com/item?id=50350735) -- lead source

### Itch.io adds Generative AI disclosure filtering to additional areas of the site

- Permalink: https://110010.art/d/f7995c7a2987417a/
- Original: https://bsky.app/profile/itch.io/post/3mzezjvqexs2h
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Itch.io adding Generative AI disclosure filtering to few more places on the site

Coverage:
- Hacker News (AI) (2026-11-03): [Itch.io adding Generative AI disclosure filtering to few more places on the site](https://news.ycombinator.com/item?id=50350730) -- lead source

### SUSE lays off 10% of its workforce due to AI and automation

- Permalink: https://110010.art/d/60f6df75d83d4e41/
- Original: https://www.phoronix.com/news/SUSE-Layoffs-10p-AI
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: SUSE Laying Off 10% of Its Workforce Due to AI and Automation

Coverage:
- Hacker News (AI) (2026-11-03): [SUSE Laying Off 10% of Its Workforce Due to AI and Automation](https://news.ycombinator.com/item?id=50350729) -- lead source
- Hacker News (AI) (2026-11-03): [SUSE fires one in ten due to AI](https://news.ycombinator.com/item?id=50353891)

### Flow AI Fx unifies AI creative studio for video, image, music, and voice

- Permalink: https://110010.art/d/07758f2e86354b9a/
- Original: https://flowaifx.app/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Flow AI Fx – Unified AI Creative Studio for Video, Image, Music and Voice

Coverage:
- Hacker News (AI) (2026-11-03): [Flow AI Fx – Unified AI Creative Studio for Video, Image, Music and Voice](https://news.ycombinator.com/item?id=50350727) -- lead source

### Lego with bright colors can be used by AI to motion track animation for CGI

- Permalink: https://110010.art/d/f4df55b450254412/
- Original: https://twitter.com/i/status/2117460058019709023
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Lego with bright colors can be used by AI to motion track animation for CGI](https://news.ycombinator.com/item?id=50350567) -- lead source

### Olla v0.1.0 releases as a lightweight open-source LLM proxy for homelabs and on-prem inference, with failover, sticky sessions, and load balancing (Ollama, vLLM, SGLang, llama.cpp, oMLX).

- Permalink: https://110010.art/d/be5ae42e2f324ea0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmq913/olla_v010_lightweight_opensource_llm_proxy_for/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Olla v0.1.0 - Lightweight open-source LLM proxy for homelabs & on-prem inference (Ollama, vLLM, SGLang, llama.cpp, oMLX with failover, sticky sessions & load balancing)
- Tags: [Llama](https://110010.art/tags/llama/)

Hey folks, About 18 months ago we started building Olla to solve some of the headaches we kept running into whilst managing multiple local LLM inference servers, both in our homelabs and at work. We've shared it here...

Coverage:
- r/LocalLLaMA (2026-11-03): [Olla v0.1.0 - Lightweight open-source LLM proxy for homelabs & on-prem inference (Ollama, vLLM, SGLang, llama.cpp, oMLX with failover, sticky sessions & load balancing)](https://www.reddit.com/r/LocalLLaMA/comments/1xmq913/olla_v010_lightweight_opensource_llm_proxy_for/) -- lead source

### Show HN: Ship AI features without sacrificing sleep

- Permalink: https://110010.art/d/dc5b095dacf84fb2/
- Original: https://sentrint.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Ship AI features without losing sleep

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Ship AI features without losing sleep](https://news.ycombinator.com/item?id=50350485) -- lead source

### Agentic AI's real risk: losing the plot

- Permalink: https://110010.art/d/126c17b9dfa248a1/
- Original: https://alokda.wordpress.com/2026/11/01/scared-of-falling-behind-on-ai-thats-not-where-the-risk-is/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Agentic AI's real risk: losing the plot](https://news.ycombinator.com/item?id=50350478) -- lead source

### What 3,060 AI tools state about GDPR and EU data hosting (monthly, rule-based)

- Permalink: https://110010.art/d/80a93d1da1be4944/
- Original: https://www.gateonai.com/blog/gateonai-eu-data-statements-2026-11
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [What 3,060 AI tools state about GDPR and EU data hosting (monthly, rule-based)](https://news.ycombinator.com/item?id=50350386) -- lead source

### Free Scholarship Test – Data Science with AI

- Permalink: https://110010.art/d/c5a812c6bef44b79/
- Original: https://www.instagram.com/p/DfOIWPFCHGJ/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Free Scholarship Test – Data Science with AI](https://news.ycombinator.com/item?id=50350360) -- lead source

### AI nutrition labels measure AI's impact on human wellbeing

- Permalink: https://110010.art/d/f7be0eb5d9e44088/
- Original: https://www.media.mit.edu/posts/researchers-launch-ai/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Nutrition Labels, a New Tool Measuring AI's Impact on Human Wellbeing

Coverage:
- Hacker News (AI) (2026-11-03): [AI Nutrition Labels, a New Tool Measuring AI's Impact on Human Wellbeing](https://news.ycombinator.com/item?id=50350309) -- lead source

### AI agents hallucinate prices; LLM grounding with live data

- Permalink: https://110010.art/d/bd754096cac9405e/
- Original: https://blog.apify.com/llm-grounding-with-live-data/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI agents hallucinate prices: LLM grounding with live data

Coverage:
- Hacker News (AI) (2026-11-03): [AI agents hallucinate prices: LLM grounding with live data](https://news.ycombinator.com/item?id=50350302) -- lead source

### AI Red Team Academy offers a free, open-source course on breaking AI systems

- Permalink: https://110010.art/d/2804178b9d8547a1/
- Original: https://0x4d31.github.io/airt/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Red Team Academy: Free, open-source course on breaking AI systems

Coverage:
- Hacker News (AI) (2026-11-03): [AI Red Team Academy: Free, open-source course on breaking AI systems](https://news.ycombinator.com/item?id=50350119) -- lead source

### Show HN: Count Anything using AI for shops, churches, crowd

- Permalink: https://110010.art/d/bfb655b7a64d4965/
- Original: https://pixoate.com/count-objects
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Count Anything using AI, for shops, people objects, crowd

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Count Anything using AI, for shops, people objects, crowd](https://news.ycombinator.com/item?id=50350115) -- lead source

### Lovable AI apps expose user data online

- Permalink: https://110010.art/d/8d034f07ce1a4dbb/
- Original: https://twitter.com/IntCyberDigest/status/2117396586657452317
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Lovable AI Apps Expose User Data Online

Coverage:
- Hacker News (AI) (2026-11-03): [Lovable AI Apps Expose User Data Online](https://news.ycombinator.com/item?id=50350098) -- lead source

### Python Typing Survey 2026 highlights AI tools and shifts in the checker landscape

- Permalink: https://110010.art/d/ff4f767b6ddf411a/
- Original: https://engineering.fb.com/2026/10/27/developer-tools/python-typing-survey-2026-ai-tools-checker-landscape/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Python Typing Survey 2026: AI Tools and the Shifting Checker Landscape

Coverage:
- Hacker News (AI) (2026-11-03): [Python Typing Survey 2026: AI Tools and the Shifting Checker Landscape](https://news.ycombinator.com/item?id=50350089) -- lead source

### Agentic curation: what's a beast without an algorithm?

- Permalink: https://110010.art/d/ee4b226f3a704538/
- Original: https://www.mindsinmachines.ai/p/on-agentic-curation
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Agentic Curation – What's a beast without an algorithm?

Coverage:
- Hacker News (AI) (2026-11-03): [Agentic Curation – What's a beast without an algorithm?](https://news.ycombinator.com/item?id=50349969) -- lead source

### America can’t afford an AI recession.

- Permalink: https://110010.art/d/d55eb14c9d5f4f8f/
- Original: https://www.theatlantic.com/technology/2026/11/ai-data-center-spending-economy/689237/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: America Can't Afford an AI Recession

Coverage:
- Hacker News (AI) (2026-11-03): [America Can't Afford an AI Recession](https://news.ycombinator.com/item?id=50349960) -- lead source

### NVIDIA NemotronLabs RE-USE is a 9.6-million-parameter multilingual universal speech enhancement model designed to restore speech quality across diverse degradations

- Permalink: https://110010.art/d/71731c34985d4e95/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmorim/nvidianvidianemotronlabsreuse_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: nvidia/NVIDIA-NemotronLabs-RE-USE · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [NVIDIA](https://110010.art/tags/nvidia/)

NVIDIA NemotronLabs RE-USE is a 9.6-million-parameter multilingual universal speech enhancement (USE) model designed to restore speech quality across a wide range of real-world degradations while preserving speech...

Coverage:
- r/LocalLLaMA (2026-11-03): [nvidia/NVIDIA-NemotronLabs-RE-USE · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xmorim/nvidianvidianemotronlabsreuse_hugging_face/) -- lead source

### Sick of AI slop, but what lies behind it?

- Permalink: https://110010.art/d/2a1a5230d3a248f1/
- Original: https://medium.com/@smoking2man/sick-of-ai-slop-but-what-lies-behind-it-dc416eb66bad
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: "Sick of AI Slop ", but What Lies Behind It?

Coverage:
- Hacker News (AI) (2026-11-03): ["Sick of AI Slop ", but What Lies Behind It?](https://news.ycombinator.com/item?id=50349905) -- lead source

### We are rolling out LEANOX.AI as early access

- Permalink: https://110010.art/d/9772ac2c14934d50/
- Original: https://leanox.ai/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [We are rolling out LEANOX.AI as early access](https://news.ycombinator.com/item?id=50349885) -- lead source

### Colleague sets trap after disliking AI-polished emails.

- Permalink: https://110010.art/d/b9700b975d664047/
- Original: https://www.science.org/content/article/colleague-hated-my-ai-polished-emails-so-he-set-trap
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: A colleague hated my AI-polished emails–so he set a trap

Coverage:
- Hacker News (AI) (2026-11-03): [A colleague hated my AI-polished emails–so he set a trap](https://news.ycombinator.com/item?id=50349865) -- lead source

### Qwen3.8-Flash-Next (local) vs Claude in Claude Code: user compares code reviews on a Swift on-device LLM chat app with a module move and a 783-line search harness on a large context model

- Permalink: https://110010.art/d/d1c3c7141f2c477f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmolk6/qwen38flashnext_local_vs_claude/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Qwen3.8-Flash-Next (local) vs Claude
- Tags: [Qwen](https://110010.art/tags/qwen/), [Claude](https://110010.art/tags/claude/), [Strix Halo](https://110010.art/tags/strix-halo/), [Llama](https://110010.art/tags/llama/)

I am seriously impressed and want to share my experience. Qwen3.8-Flash-Next (local) vs Claude in Claude Code: reviewing one real commit I ran the same code review twice on one commit in my repo...

Coverage:
- r/LocalLLaMA (2026-11-03): [Qwen3.8-Flash-Next (local) vs Claude](https://www.reddit.com/r/LocalLLaMA/comments/1xmolk6/qwen38flashnext_local_vs_claude/) -- lead source

### Evolv – my self-evolving AI workspace that rewrites its own UI live

- Permalink: https://110010.art/d/fbfe0d2dca654ebd/
- Original: https://github.com/dxn111/evolv
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Evolv – my self-evolving AI workspace that rewrites its own UI live](https://news.ycombinator.com/item?id=50349778) -- lead source

### The AI layoff experiment backfires as companies rehire humans

- Permalink: https://110010.art/d/14780a9dbb734d69/
- Original: https://www.gadgetreview.com/the-ai-layoff-experiment-is-backfiring-and-companies-are-quietly-rehiring-humans
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: The AI Layoff Experiment Is Backfiring as Companies Rehire Humans

Coverage:
- Hacker News (AI) (2026-11-03): [The AI Layoff Experiment Is Backfiring as Companies Rehire Humans](https://news.ycombinator.com/item?id=50349740) -- lead source

### Show HN: Try an AI agent wallet in the browser to buy a stamp from a bot

- Permalink: https://110010.art/d/6f0250ad1aab47c8/
- Original: https://proof.zketernity.app/stamps/try.html
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Try an AI agent wallet in the browser – buy a stamp from a bot

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Try an AI agent wallet in the browser – buy a stamp from a bot](https://news.ycombinator.com/item?id=50349568) -- lead source

### DocMaker AI offers a free AI document generator, PDF maker, and online editor.

- Permalink: https://110010.art/d/9ffd94312ce94370/
- Original: https://docmaker.ai
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: DocMaker AI – Free AI Document Generator, PDF Maker and Online Editor

Coverage:
- Hacker News (AI) (2026-11-03): [DocMaker AI – Free AI Document Generator, PDF Maker and Online Editor](https://news.ycombinator.com/item?id=50349421) -- lead source

### Best ASR and TTS models to date for local use

- Permalink: https://110010.art/d/fc9ff85ddad64537/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmnepj/best_asr_tts_models_to_date_to_use_locally/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Best ASR & TTS models to date to use locally

TL;DR Best Model for ASR ? So far for me Qwen3-ASR > Whisper > Kroko Best Model for TTS ? KokoroTTS > Piper ?! Any suggestions/recommendations ?!  Hi everyone  I hope that you are all well. Kindly I was building an...

Coverage:
- r/LocalLLaMA (2026-11-03): [Best ASR & TTS models to date to use locally](https://www.reddit.com/r/LocalLLaMA/comments/1xmnepj/best_asr_tts_models_to_date_to_use_locally/) -- lead source

### Show HN: Clarpex – free AI photo fixer with no sign-up required

- Permalink: https://110010.art/d/c06b03820f4c421d/
- Original: https://clarpex.ai/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Clarpex – Free AI photo fixer, no sign-up needed

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Clarpex – Free AI photo fixer, no sign-up needed](https://news.ycombinator.com/item?id=50349339) -- lead source

### Pay-per-use APIs for AI agents

- Permalink: https://110010.art/d/8ae0a257e6ee4e00/
- Original: https://adagasolutions.lu/toolbox/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Pay-per-use APIs for AI agents](https://news.ycombinator.com/item?id=50349298) -- lead source

### Open models can perform 90 percent of agentic work at a twentieth of the cost

- Permalink: https://110010.art/d/7588f6d61d6f4552/
- Original: https://www.theregister.com/ai-and-ml/2026/11/03/open-models-can-do-90-percent-of-agentic-work-at-a-twentieth-of-the-cost-of-a-frontier-llm-gartner/5307132
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Open models can do 90 percent of agentic work at a twentieth of the cost

Coverage:
- Hacker News (AI) (2026-11-03): [Open models can do 90 percent of agentic work at a twentieth of the cost](https://news.ycombinator.com/item?id=50349222) -- lead source
- Hacker News (AI) (2026-11-03): [Open models can do 90% of work at a twentieth of the cost of a frontier LLM](https://news.ycombinator.com/item?id=50353385)

### DeepSeek V5 planned to be pre-trained on Huawei Ascend chips

- Permalink: https://110010.art/d/ad960ed2d8674886/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmmadn/deepseek_v5_is_planned_to_be_pretrained_on_huawei/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: DeepSeek V5 is planned to be pre-trained on Huawei Ascend chips.
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Source: https://mp.weixin.qq.com/s/R-1u2exLwZMOu7AITyU5kg A reporter from STAR Market Daily has learned from multiple sources within the industry supply chain that DeepSeek’s next-generation large model, DeepSeek V5,...

Coverage:
- r/LocalLLaMA (2026-11-03): [DeepSeek V5 is planned to be pre-trained on Huawei Ascend chips.](https://www.reddit.com/r/LocalLLaMA/comments/1xmmadn/deepseek_v5_is_planned_to_be_pretrained_on_huawei/) -- lead source

### AI Arbitrator: a framework for negotiation and decision-making using large language models

- Permalink: https://110010.art/d/e426f187ef1e49b4/
- Original: https://www.adr.org/ai-arbitrator/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: AI Arbitrator

Coverage:
- Hacker News (AI) (2026-11-03): [AI Arbitrator](https://news.ycombinator.com/item?id=50348921) -- lead source

### Show HN: Trifecta Checker – a pre-flight safety check for AI agents

- Permalink: https://110010.art/d/636fc96878194f71/
- Original: https://meta-global-ai-hackathon-trifecta-c.vercel.app/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Trifecta Checker – a pre-flight safety check for AI agents](https://news.ycombinator.com/item?id=50348682) -- lead source

### User asks for a tool to remove AI watermark from an image.

- Permalink: https://110010.art/d/b8c9cc6091214d2f/
- Original: https://news.ycombinator.com/item?id=50348613
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Ask HN: Any tool to remove AI Watermark from image?

Coverage:
- Hacker News (AI) (2026-11-03): [Ask HN: Any tool to remove AI Watermark from image?](https://news.ycombinator.com/item?id=50348613) -- lead source

### How AI is creating a lopsided US economy

- Permalink: https://110010.art/d/315e053ff77e4c38/
- Original: https://www.abc.net.au/news/2026-10-19/ai-stock-market-concentration-data/107261078
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [How AI is creating a lopsided US economy](https://news.ycombinator.com/item?id=50348591) -- lead source

### Mav AI releases a full match full insight under 30 minutes

- Permalink: https://110010.art/d/556fe2d31955416c/
- Original: https://www.mavai.tech
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Mav AI | FULL MATCH. FULL INSIGHT. UNDER 30 MIN.

Coverage:
- Hacker News (AI) (2026-11-03): [Mav AI | FULL MATCH. FULL INSIGHT. UNDER 30 MIN.](https://news.ycombinator.com/item?id=50348518) -- lead source

### Vercel: Use CLI for AI agents

- Permalink: https://110010.art/d/94a153112733455c/
- Original: https://agent-browser.dev/desktop
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Vercel: Computer use CLI for AI agents

Coverage:
- Hacker News (AI) (2026-11-03): [Vercel: Computer use CLI for AI agents](https://news.ycombinator.com/item?id=50348432) -- lead source

### VeilCC – AI-resistant binary hardening that seals critical logic

- Permalink: https://110010.art/d/00e5abe081e24a06/
- Original: https://veilcc.com/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [VeilCC – AI-resistant binary hardening that seals critical logic](https://news.ycombinator.com/item?id=50348248) -- lead source

### Local AI saves time by running models on-device; a side-by-side comparison shows similar input/output tokens but much shorter duration locally versus cloud.

- Permalink: https://110010.art/d/637d53fa37ae4b78/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmjipa/underrated_benefit_of_local_ai_speed/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Underrated benefit of Local AI: Speed
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

When it comes to the value/cost of local AI, people usually only look at token savings (money) while forgetting one of the most valuable resource of yours, time. Just did a side by side comparison of GLM 5.3 flash...

Coverage:
- r/LocalLLaMA (2026-11-03): [Underrated benefit of Local AI: Speed](https://www.reddit.com/r/LocalLLaMA/comments/1xmjipa/underrated_benefit_of_local_ai_speed/) -- lead source

### AI advisors debate your business decision in Claude Code

- Permalink: https://110010.art/d/0a2c52eecf874821/
- Original: https://github.com/nateherkai/roast-room
- Source: Hacker News (AI)
- Published: 2026-11-03
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-03): [AI advisors debate your business decision in Claude Code](https://news.ycombinator.com/item?id=50347969) -- lead source

### Code-first internal tools vs. low-code in the age of AI

- Permalink: https://110010.art/d/49d4324f15084ea8/
- Original: https://openrun.dev/blog/code-first-internal-tools/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Code-First Internal Tools vs. Low-Code in the Age of AI

Coverage:
- Hacker News (AI) (2026-11-03): [Code-First Internal Tools vs. Low-Code in the Age of AI](https://news.ycombinator.com/item?id=50347878) -- lead source

### Alibaba's Qwen Code repo leaks qwen4-max, qwen4-coder-plus, and qwen4-omni-120b

- Permalink: https://110010.art/d/f31fc62f9ec240c6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmitzx/alibabas_qwen_code_repo_just_leaked_qwen4max/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Alibaba's Qwen Code repo just leaked qwen4-max, qwen4-coder-plus, and qwen4-omni-120b
- Tags: [Alibaba](https://110010.art/tags/alibaba/), [Qwen](https://110010.art/tags/qwen/), [OpenAI](https://110010.art/tags/openai/)

PRs:  https://github.com/QwenLM/qwen-code/pull/15762: "Measured on main at 79a9b753c60, before this change: qwen4, qwen4-max, qwen4-plus, qwen4.5-max, qwen4-coder-plus, qwen4-max-2026-10-01, openai/qwen4-max and...

Coverage:
- r/LocalLLaMA (2026-11-03): [Alibaba's Qwen Code repo just leaked qwen4-max, qwen4-coder-plus, and qwen4-omni-120b](https://www.reddit.com/r/LocalLLaMA/comments/1xmitzx/alibabas_qwen_code_repo_just_leaked_qwen4max/) -- lead source

### Strata update doubles R9700 performance for Flash Next, boosting tok/s from ~70 to 140–160 and increasing prefill to ~3200

- Permalink: https://110010.art/d/b7d39a4487704dc8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmisvg/todays_strata_update_boosts_performance_for_r9700/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Today's Strata update boosts performance for R9700 users in Flash Next

Today's update is welcome for us R9700 users (assume other gpu's as well). Prior to the update I was getting ~70 tok/s output with four R9700's and 256GB of system ram. Today's update brings it to 140-160 tok/s and...

Coverage:
- r/LocalLLaMA (2026-11-03): [Today's Strata update boosts performance for R9700 users in Flash Next](https://www.reddit.com/r/LocalLLaMA/comments/1xmisvg/todays_strata_update_boosts_performance_for_r9700/) -- lead source

### AI writes MVP for a WW2 FPS

- Permalink: https://110010.art/d/dad692194186474d/
- Original: https://hng-production-47bb.up.railway.app/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: MVP for a WW2 FPS Written by AI

Coverage:
- Hacker News (AI) (2026-11-03): [MVP for a WW2 FPS Written by AI](https://news.ycombinator.com/item?id=50347796) -- lead source

### Show HN: CheapGPT — a free local AI assistant powered by Chrome's Gemini Nano

- Permalink: https://110010.art/d/fa93006ef79f4bf3/
- Original: https://www.predatorray.me/CheapGPT/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: CheapGPT – a free local AI assistant powered by Chrome's Gemini Nano
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: CheapGPT – a free local AI assistant powered by Chrome's Gemini Nano](https://news.ycombinator.com/item?id=50347777) -- lead source

### Own Your HackerTube, an AI curator inspired by Karpathy’s HackerTube

- Permalink: https://110010.art/d/0faa531533544da1/
- Original: https://ownhackertube.cc/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Own Your HackerTube,an AI Curator Inspired by Karpathy's HackerTube

Coverage:
- Hacker News (AI) (2026-11-03): [Own Your HackerTube,an AI Curator Inspired by Karpathy's HackerTube](https://news.ycombinator.com/item?id=50347574) -- lead source

### Show HN: PhoneUse – Phones for AI agents

- Permalink: https://110010.art/d/deac80db0729423a/
- Original: https://www.phoneuse.com/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: PhoneUse – Phones for AI Agents

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: PhoneUse – Phones for AI Agents](https://news.ycombinator.com/item?id=50347408) -- lead source

### Show HN: Inference Cooperative, a user-governed AI system

- Permalink: https://110010.art/d/ae105b2e9eef4afb/
- Original: https://inference.coop/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Show HN: Inference Cooperative, user-governed AI

Coverage:
- Hacker News (AI) (2026-11-03): [Show HN: Inference Cooperative, user-governed AI](https://news.ycombinator.com/item?id=50218142) -- lead source

### I built a Chrome extension that shows you a web page the way AI crawlers see it

- Permalink: https://110010.art/d/4547a4bc96c44d9f/
- Original: https://lumi-geo.pages.dev/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: An AI visibility checker that runs in the browser

Coverage:
- Hacker News (AI) (2026-11-03): [An AI visibility checker that runs in the browser](https://news.ycombinator.com/item?id=50347261) -- lead source

### RTX 8000 48GB prices fall over two years while 3090 doubles in price per GB

- Permalink: https://110010.art/d/c5bf7c69c8714613/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmgmd8/rtx_8000_48gb_prices_have_decreased_over_the_last/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: Rtx 8000 48gb prices have decreased over the last two years while 3090 doubled.

In 2024 i purchased an RTX 8000 48gb for $2400. As the market has changed I’ve kept an eye on prices. Two years later, they are available around $2100. Its a little slower than 3090 at inference (672gb/s vs 936gb/s)...

Coverage:
- r/LocalLLaMA (2026-11-03): [Rtx 8000 48gb prices have decreased over the last two years while 3090 doubled.](https://www.reddit.com/r/LocalLLaMA/comments/1xmgmd8/rtx_8000_48gb_prices_have_decreased_over_the_last/) -- lead source

### OpenAI hires former US Army secretary as military seeks to expand AI use

- Permalink: https://110010.art/d/dd30a5786a424bc9/
- Original: https://www.ft.com/content/e6b8fd40-ef92-46e8-aeaf-f98dade55a67
- Source: Hacker News (AI)
- Published: 2026-11-03
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-03): [OpenAI hires former US Army secretary as military seeks to expand AI use](https://news.ycombinator.com/item?id=50346824) -- lead source

### Local LLM experiments with 16 years of council minutes; user investigates approval of Flock cameras and related public comments

- Permalink: https://110010.art/d/4f0ff5932c654052/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmfbam/i_found_another_niche_use_case_for_local_llms_but/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Original headline: I found another niche use case for local LLMs, but need some advice
- Tags: [Qwen](https://110010.art/tags/qwen/)

Kind of a random thing, but I've gotten to the age where I'm starting to care about what the city council is doing.  So I downloaded all the available council meeting notes from the last 16 years and pointed Qwen 3.8...

Coverage:
- r/LocalLLaMA (2026-11-03): [I found another niche use case for local LLMs, but need some advice](https://www.reddit.com/r/LocalLLaMA/comments/1xmfbam/i_found_another_niche_use_case_for_local_llms_but/) -- lead source

### Claudbar: an AI side panel for Firefox

- Permalink: https://110010.art/d/40d5bd3f967b48e3/
- Original: https://addons.mozilla.org/firefox/addon/claudbar/
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Claudbar: An AI side panel for Firefox

Coverage:
- Hacker News (AI) (2026-11-03): [Claudbar: An AI side panel for Firefox](https://news.ycombinator.com/item?id=50346627) -- lead source

### Stolen AI API keys generated nearly $1M in charges for a single company

- Permalink: https://110010.art/d/3657e01c52ca4d49/
- Original: https://cloud.google.com/blog/topics/threat-intelligence/llmjacking-monetizing-compromised-cloud-models/
- Source: Hacker News (AI)
- Published: 2026-11-03

Coverage:
- Hacker News (AI) (2026-11-03): [Stolen AI API keys generated nearly $1M in charges for a single company](https://news.ycombinator.com/item?id=50346350) -- lead source

### LFM3-1.7B quantization report: 3.6 GB VRAM lossless; 2.2 GB with modest degradation

- Permalink: https://110010.art/d/3662792db9b84170/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xme6c5/lfm317b_quantization_report_36_gb_vram_lossless/
- Source: r/LocalLLaMA
- Published: 2026-11-03
- Tags: [Perplexity](https://110010.art/tags/perplexity/)

This model looks quite spectacular. According to LiquidAI's own benchmarks, it scores higher than MiniCPM5-2B across the board, while offering 2x the context and taking up half the space in VRAM (3.6 GiB vs. 7.1 GiB...

Coverage:
- r/LocalLLaMA (2026-11-03): [LFM3-1.7B quantization report: 3.6 GB VRAM lossless; 2.2 GB with modest degradation](https://www.reddit.com/r/LocalLLaMA/comments/1xme6c5/lfm317b_quantization_report_36_gb_vram_lossless/) -- lead source

### Faulty AI face recognition wrongly accuses large numbers of shoplifting.

- Permalink: https://110010.art/d/13b648dd8de44d30/
- Original: https://www.gadgetreview.com/the-number-of-innocent-people-being-accused-of-shoplifting-by-faulty-ai-facial-recognition-systems-is-alarming
- Source: Hacker News (AI)
- Published: 2026-11-03
- Original headline: Faulty AI face recognition is wrongly accusing alarming numbers of shoplifting

Coverage:
- Hacker News (AI) (2026-11-03): [Faulty AI face recognition is wrongly accusing alarming numbers of shoplifting](https://news.ycombinator.com/item?id=50346125) -- lead source

### Developers are downgrading their AI on purpose; it’s working.

- Permalink: https://110010.art/d/a986947d3a3744cb/
- Original: https://thenewstack.io/claude-code-developer-refusals/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Developers are downgrading their AI on purpose – and it's working

Coverage:
- Hacker News (AI) (2026-11-02): [Developers are downgrading their AI on purpose – and it's working](https://news.ycombinator.com/item?id=50346001) -- lead source

### Open-source tool creates eye-catching Instagram posts without using AI

- Permalink: https://110010.art/d/98e9229070544353/
- Original: https://www.useinstatools.com/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: An open-source tool that makes eye-candy Instagram posts that doesn't use AI

Coverage:
- Hacker News (AI) (2026-11-02): [An open-source tool that makes eye-candy Instagram posts that doesn't use AI](https://news.ycombinator.com/item?id=50345955) -- lead source

### CloudOpsBench: AI benchmark shows FAI models struggling with cloud infra

- Permalink: https://110010.art/d/bf6de8fa35a8488a/
- Original: https://cloudopsbench.ai
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [CloudOpsBench: AI benchmark shows FAI models struggling with cloud infra](https://news.ycombinator.com/item?id=50345377) -- lead source

### Alphabet in talks to acquire assistant startup Howie AI

- Permalink: https://110010.art/d/0c4f3470f1724391/
- Original: https://www.axios.com/pro/merger-deals/2026/11/02/google-alphabet-howie-ai-assistant
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Alphabet in talks to acquire assistant startup Howie AI](https://news.ycombinator.com/item?id=50345068) -- lead source

### The AI bubble could expose your deepest secrets

- Permalink: https://110010.art/d/1a77dbed6f5b4358/
- Original: https://www.bbc.com/future/article/20261029-the-ai-bubble-could-expose-your-deepest-secrets
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [The AI bubble could expose your deepest secrets](https://news.ycombinator.com/item?id=50344871) -- lead source

### AI voice translator advances real-time multilingual communication

- Permalink: https://110010.art/d/4c160549ef904ab9/
- Original: https://github.com/UncleAndy/ai-translator
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Voice Translator

Coverage:
- Hacker News (AI) (2026-11-02): [AI Voice Translator](https://news.ycombinator.com/item?id=50344525) -- lead source

### AI and incidents with Sylvain Kalache video

- Permalink: https://110010.art/d/d6ee17a72c134017/
- Original: https://www.arresteddevops.com/ai-and-incidents/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI and Incidents with Sylvain Kalache [video]

Coverage:
- Hacker News (AI) (2026-11-02): [AI and Incidents with Sylvain Kalache [video]](https://news.ycombinator.com/item?id=50344404) -- lead source

### RidgeFill: training-free late-layer cache fill to speed prefill

- Permalink: https://110010.art/d/ce8af52b602b406c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xmarrf/paper_ridgefill_trainingfree_latelayer_cache_fill/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: [Paper] RidgeFill: Training-Free Late-Layer Cache Fill for Faster Prefill

We introduce RidgeFill, a training-free way to shorten prefill by not computing most of a model's upper layers for the prompt. The lower layers run exactly up to a split; from the split layer's state, a ridge...

Coverage:
- r/LocalLLaMA (2026-11-02): [[Paper] RidgeFill: Training-Free Late-Layer Cache Fill for Faster Prefill](https://www.reddit.com/r/LocalLLaMA/comments/1xmarrf/paper_ridgefill_trainingfree_latelayer_cache_fill/) -- lead source

### AI adoption is not a strategy

- Permalink: https://110010.art/d/c50d60fcb69a431c/
- Original: https://prelude.build/blog/ai-adoption-is-not-a-strategy/
- Source: Lobsters (AI)
- Published: 2026-11-02

Comments

Coverage:
- Lobsters (AI) (2026-11-02): [AI adoption is not a strategy](https://prelude.build/blog/ai-adoption-is-not-a-strategy/) -- lead source

### AI models may not be as opaque as previously thought

- Permalink: https://110010.art/d/6f94c56f0c06454a/
- Original: https://www.economist.com/science-and-technology/2026/10/24/ai-models-may-not-be-so-opaque-after-all
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI models may not be so opaque after all

Coverage:
- Hacker News (AI) (2026-11-02): [AI models may not be so opaque after all](https://news.ycombinator.com/item?id=50344367) -- lead source

### AI × hiring: trends and challenges in using AI for recruitment and resume screening

- Permalink: https://110010.art/d/4e5ff8aaec784cbe/
- Original: https://worklabs.sh
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI × Hiring

Coverage:
- Hacker News (AI) (2026-11-02): [AI × Hiring](https://news.ycombinator.com/item?id=50344128) -- lead source

### Lyngvi: a hardened sandbox for AI

- Permalink: https://110010.art/d/30ada9fee72b4451/
- Original: https://lyngvi.skaperiet.no
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Lyngvi – A Hardened Sandbox for AI

Coverage:
- Hacker News (AI) (2026-11-02): [Lyngvi – A Hardened Sandbox for AI](https://news.ycombinator.com/item?id=50344087) -- lead source

### Is there still a point to fine-tuning local LLMs?

- Permalink: https://110010.art/d/77526c1c5e394dcf/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xma1tq/is_there_still_a_point_to_finetuning_local_llms/
- Source: r/LocalLLaMA
- Published: 2026-11-02

I've been getting more into running LLMs locally, and I'm starting to wonder if fine-tuning is even worth the effort anymore. Models are getting really good, context windows are huge, and with things like RAG,...

Coverage:
- r/LocalLLaMA (2026-11-02): [Is there still a point to fine-tuning local LLMs?](https://www.reddit.com/r/LocalLLaMA/comments/1xma1tq/is_there_still_a_point_to_finetuning_local_llms/) -- lead source

### GPT-6 Astra edits Qwen weights, MATH-500 accuracy rises from 7.9% to 48.1%

- Permalink: https://110010.art/d/e0c881b73ece44e1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xma0tw/gpt6_astra_edits_qwen_weights_math500_79_to_481/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: GPT-6 Astra Edits Qwen Weights: MATH-500 7.9% to 48.1%
- Tags: [GPT-6](https://110010.art/tags/gpt-6/), [Qwen](https://110010.art/tags/qwen/)

submitted by    /u/1-800-methdyke   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [GPT-6 Astra Edits Qwen Weights: MATH-500 7.9% to 48.1%](https://www.reddit.com/r/LocalLLaMA/comments/1xma0tw/gpt6_astra_edits_qwen_weights_math500_79_to_481/) -- lead source

### Inconsistencies observed in Unsloth LiveCodeBench results; all four Unsloth quantizations and Q8 baseline show 2–3 percentage-point gains on LiveCodeBench v6, with GSQ-RCO results less consistent.

- Permalink: https://110010.art/d/a1218c71c79343d8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm9i4x/inconsistencies_in_unsloths_livecodebench_results/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Inconsistencies in Unsloth's LiveCodeBench Results
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

I compared two published benchmark charts for DeepSeek-V4.1-Flash-1017 and noticed something rather unusual. All four Unsloth quantizations AND the Q8 baseline simultaneously improved by approximately 2–3 percentage...

Coverage:
- r/LocalLLaMA (2026-11-02): [Inconsistencies in Unsloth's LiveCodeBench Results](https://www.reddit.com/r/LocalLLaMA/comments/1xm9i4x/inconsistencies_in_unsloths_livecodebench_results/) -- lead source

### ISTA (GSQ-RCO) vs Unsloth beef: discussion on publication of KLD for quants and competition benefits

- Permalink: https://110010.art/d/45c47fc108b247ab/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm8xhn/kind_of_enjoying_the_ista_gsqrco_vs_unsloth_beef/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Kind of enjoying the ISTA (GSQ-RCO) vs Unsloth beef

I'm not on anyone's side, I just love the competition. Both teams pushing each other means better quants for all of us. What I don't understand is why ISTA doesn't publish KLD for their quants. It doesn't depend on...

Coverage:
- r/LocalLLaMA (2026-11-02): [Kind of enjoying the ISTA (GSQ-RCO) vs Unsloth beef](https://www.reddit.com/r/LocalLLaMA/comments/1xm8xhn/kind_of_enjoying_the_ista_gsqrco_vs_unsloth_beef/) -- lead source

### Hercules founder Brendan Falk on the AI opportunity

- Permalink: https://110010.art/d/4108f9538d2e4676/
- Original: https://www.codeship.com/articles/founders-room-brendan-falk-hercules
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Hercules Founder Brendan Falk on the AI Opportunity

Coverage:
- Hacker News (AI) (2026-11-02): [Hercules Founder Brendan Falk on the AI Opportunity](https://news.ycombinator.com/item?id=50343434) -- lead source

### Marvell to acquire Lumentum for $115 billion to expand AI connectivity leadership

- Permalink: https://110010.art/d/3980e852b112477d/
- Original: https://www.reuters.com/legal/transactional/marvell-buy-lumentum-115-billion-deal-ai-data-center-bet-2026-11-02/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Marvell doubles down on AI boom with costly $115B Lumentum deal

Coverage:
- Hacker News (AI) (2026-11-02): [Marvell doubles down on AI boom with costly $115B Lumentum deal](https://news.ycombinator.com/item?id=50343329) -- lead source
- Hacker News (AI) (2026-11-03): [Marvell and Lumentum to Combine, Creating a Category Leader in AI Connectivity](https://news.ycombinator.com/item?id=50349432)

### Amazon allegedly cancels GPU orders and, in rare cases, closes accounts for purchasing compute hardware; Tim Sweeney is also reported as a victim of this practice

- Permalink: https://110010.art/d/f5ce358c09414a11/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm8o8g/amazon_is_allegedly_canceling_gpu_orders_and_in/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Amazon Is Allegedly Canceling GPU Orders And, In Rare Cases, Closing Accounts For Purchasing Compute Hardware; Tim Sweeney Also A Victim Of This Practice

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [Amazon Is Allegedly Canceling GPU Orders And, In Rare Cases, Closing Accounts For Purchasing Compute Hardware; Tim Sweeney Also A Victim Of This Practice](https://www.reddit.com/r/LocalLLaMA/comments/1xm8o8g/amazon_is_allegedly_canceling_gpu_orders_and_in/) -- lead source

### AI evals for agents: what they are and how to write them

- Permalink: https://110010.art/d/f411610aa8e041c0/
- Original: https://www.evalshift.dev/blog/ai-evals-for-agents
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [AI evals for agents: what they are and how to write them](https://news.ycombinator.com/item?id=50343122) -- lead source

### Strata and PolyStrata exhibit an answer_room behavior that caps thinking at 0.75 and injects a wrap-up line in the model’s head; no error or log is exposed to the client.

- Permalink: https://110010.art/d/16548da3bdaf4a69/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm8aki/ysk_strata_and_polystrata_have_this_functionality/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: YSK: Strata and polystrata have this functionality called answer_room

With default settings and thinking on and max_tokens ≥ 1024, and no explicit reasoning_budget_tokens, Strata / PolyStrata has a behavior called answer_room which will silently cap thinking at 0.75. * max_tokens and...

Coverage:
- r/LocalLLaMA (2026-11-02): [YSK: Strata and polystrata have this functionality called answer_room](https://www.reddit.com/r/LocalLLaMA/comments/1xm8aki/ysk_strata_and_polystrata_have_this_functionality/) -- lead source

### PaidinToken: Open LLM token pricing and local GPU VRAM calculator

- Permalink: https://110010.art/d/f2d8c5dac0ee48fc/
- Original: https://www.paidintoken.com/ai/hardware
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: PaidinToken – Open LLM Token Pricing and Local GPU VRAM Calculator

Coverage:
- Hacker News (AI) (2026-11-02): [PaidinToken – Open LLM Token Pricing and Local GPU VRAM Calculator](https://news.ycombinator.com/item?id=50342999) -- lead source

### Bcbsa analysis finds AI coding tools affect healthcare costs

- Permalink: https://110010.art/d/b4f531f74d364141/
- Original: https://www.bcbs.com/about-us/association-news/bcbsa-analysis-ai-coding-tools-affects-healthcare-costs
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Bcbsa Analysis How AI Coding Tools Affect Healthcare Costs

Coverage:
- Hacker News (AI) (2026-11-02): [Bcbsa Analysis How AI Coding Tools Affect Healthcare Costs](https://news.ycombinator.com/item?id=50342912) -- lead source

### First publicly available neuron-derived AI video model released

- Permalink: https://110010.art/d/3ed9f5a9ba5d4fa6/
- Original: https://www.tbc.co/press-releases/neuron-derived-ai-video-model
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: First Publicly Available Neuron-Derived AI Video Model

Coverage:
- Hacker News (AI) (2026-11-02): [First Publicly Available Neuron-Derived AI Video Model](https://news.ycombinator.com/item?id=50342799) -- lead source

### I built the most AI-pilled company in the world

- Permalink: https://110010.art/d/aba846de24524f83/
- Original: https://x.com/jsnnsa/article/2115623382721126826
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: I Built the Most AI-Pilled Company in the World

Coverage:
- Hacker News (AI) (2026-11-02): [I Built the Most AI-Pilled Company in the World](https://news.ycombinator.com/item?id=50342791) -- lead source

### Securing AI agents requires hazmat suits

- Permalink: https://110010.art/d/f74b11dc2db542cb/
- Original: https://infisical.com/blog/ai-agent-security-hazmat-suits
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Secure AI Agents with Hazmat Suits, Not Self-Defense Classes

Coverage:
- Hacker News (AI) (2026-11-02): [Secure AI Agents with Hazmat Suits, Not Self-Defense Classes](https://news.ycombinator.com/item?id=50342772) -- lead source

### Anthropic races to obtain the AI boom’s most vital resource

- Permalink: https://110010.art/d/1f08098e4d4e4261/
- Original: https://www.nytimes.com/2026/11/02/technology/anthropic-ai-computing-power.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Anthropic Is Racing to Obtain the A.I. Boom's Most Vital Resource
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-02): [Anthropic Is Racing to Obtain the A.I. Boom's Most Vital Resource](https://news.ycombinator.com/item?id=50342756) -- lead source

### AI adoption in 2026: use, spending, and returns

- Permalink: https://110010.art/d/8cb363591508438b/
- Original: https://www.stateof.ai/ai-adoption
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [AI adoption in 2026: use, spending, and returns](https://news.ycombinator.com/item?id=50342705) -- lead source

### Show HN: HiveOS – AI Chief of Staff with sub-1ms PII masking and offline swarms

- Permalink: https://110010.art/d/f54bb17585cc41c1/
- Original: https://gethiveos.com/
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: HiveOS – AI Chief of Staff with sub-1ms PII masking and offline swarms](https://news.ycombinator.com/item?id=50342535) -- lead source

### CpuTopBars and devTopBars monitor macOS menu bar activity and AI performance; Show HN highlights the tools.

- Permalink: https://110010.art/d/9d88f14bcca64dce/
- Original: https://halfmarble.com/devtopbars/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: CpuTopBars and devTopBars – macOS menu bar system and AI monitors

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: CpuTopBars and devTopBars – macOS menu bar system and AI monitors](https://news.ycombinator.com/item?id=50342438) -- lead source

### AI assistants read a Shopify store 10x more often than people click through

- Permalink: https://110010.art/d/edbc7f51d4c44acf/
- Original: https://canonry.ai/blog/ai-agents-shopify-store-30-days
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [AI assistants read a Shopify store 10x more often than people click through](https://news.ycombinator.com/item?id=50342354) -- lead source

### Oracle files to sell $20B in new stock and bonds to finance AI buildout

- Permalink: https://110010.art/d/70269989435d4ff7/
- Original: https://www.cnbc.com/2026/11/02/oracle-files-to-sell-20-billion-in-new-stock-bonds-to-finance-ai-buildout.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Oracle files to sell $20B in new stock, bonds to finance AI buildout

Coverage:
- Hacker News (AI) (2026-11-02): [Oracle files to sell $20B in new stock, bonds to finance AI buildout](https://news.ycombinator.com/item?id=50342284) -- lead source
- Hacker News (AI) (2026-11-02): [Oracle taps investors for $20B to finance AI expansion](https://news.ycombinator.com/item?id=50343968)

### Sparks of weight-space programming: LLMs can natively read & write neural network weights

- Permalink: https://110010.art/d/81caed01f22d427e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm6jow/sparks_of_weightspace_programming_llms_can/
- Source: r/LocalLLaMA (2 sources)
- Published: 2026-11-02
- Original headline: Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights

submitted by    /u/teakhop   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights](https://www.reddit.com/r/LocalLLaMA/comments/1xm6jow/sparks_of_weightspace_programming_llms_can/) -- lead source
- Lobsters (AI) (2026-11-02): [Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights](https://rikiyat.github.io/blog/weight-space-programming/)
- r/LocalLLaMA (2026-11-03): [[Paper] Sparks of Weight-Space Programming: LLMs can natively read & write neural network weights](https://www.reddit.com/r/LocalLLaMA/comments/1xmo5xu/paper_sparks_of_weightspace_programming_llms_can/)

### Ask HN: will anyone use AI only to file their taxes?

- Permalink: https://110010.art/d/2642f03501024bc8/
- Original: https://news.ycombinator.com/item?id=50342058
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ask HN: Is anyone going to use AI only to file their taxes?

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HN: Is anyone going to use AI only to file their taxes?](https://news.ycombinator.com/item?id=50342058) -- lead source

### Benchmarks on quality degradation across Basalt, Infernix, and Strata-nvfp4; note speed vs. penalties and missing features like dynamic rope scaling and censorship switch

- Permalink: https://110010.art/d/c72915ac6e374f1b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm6hjx/do_we_have_any_benchmarks_on_quality_degradation/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Do we have any benchmarks on quality degradation between Basalt, Infernix, Strata(-nvfp4)? Not "engine go more brr" benchmarks, exploring wrong avenues fast is worthless.

While fast inference is very welcome, I would like to know if it's worth increasing the speed over strata-nvfp4 or am I paying some unacceptable penalties. One thing I've noticed with Basalt is that it doesn't have...

Coverage:
- r/LocalLLaMA (2026-11-02): [Do we have any benchmarks on quality degradation between Basalt, Infernix, Strata(-nvfp4)? Not "engine go more brr" benchmarks, exploring wrong avenues fast is worthless.](https://www.reddit.com/r/LocalLLaMA/comments/1xm6hjx/do_we_have_any_benchmarks_on_quality_degradation/) -- lead source
- r/LocalLLaMA (2026-11-03): [Basalt 0.2.0: Qwen 3.8 Flash Next NVFP4, 300 t/s prose, 600 t/s struct, 10K t/s prefill on a 5090 + 5060 Ti and 128GB RAM](https://www.reddit.com/r/LocalLLaMA/comments/1xn4qn1/basalt_020_qwen_38_flash_next_nvfp4_300_ts_prose/)

### From cloud-first to AI-first: productivity-maximizing or token-maximizing?

- Permalink: https://110010.art/d/77ac0b0546ce4370/
- Original: https://www.dewanahmed.com/cloud-first-ai-first/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: From Cloud-First to AI-First: Productivity-Maxxing or Token-Maxxing?

Coverage:
- Hacker News (AI) (2026-11-02): [From Cloud-First to AI-First: Productivity-Maxxing or Token-Maxxing?](https://news.ycombinator.com/item?id=50341861) -- lead source

### Egoless mathematics in the AI era

- Permalink: https://110010.art/d/6977df50c53949e8/
- Original: https://terrytao.wordpress.com/2026/11/02/egoless-mathematics-in-the-ai-era/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Egoless Mathematics in the AI Era

Coverage:
- Hacker News (AI) (2026-11-02): [Egoless Mathematics in the AI Era](https://news.ycombinator.com/item?id=50341736) -- lead source

### Ellf: your virtual NLP engineer for agentic development

- Permalink: https://110010.art/d/17dd23cb97534216/
- Original: https://ellf.ai/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ellf · Your virtual NLP engineer for agentic development

Coverage:
- Hacker News (AI) (2026-11-02): [Ellf · Your virtual NLP engineer for agentic development](https://news.ycombinator.com/item?id=50341671) -- lead source

### Mago, an open source AI video studio, runs locally with Comfy

- Permalink: https://110010.art/d/d38c3682237549ee/
- Original: https://github.com/MagoStudio/MagoStudio
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Mago, an open source AI video studio, runs locally with Comfy

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Mago, an open source AI video studio, runs locally with Comfy](https://news.ycombinator.com/item?id=50341649) -- lead source

### AI video editing workflow demonstrated in DaVinci Resolve and MCP; test showcases capabilities

- Permalink: https://110010.art/d/8694c9f71ac34edb/
- Original: https://primalvideo.com/guides/davinci-resolve-ai-assistance/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI video editing in DaVinci Resolve and MCP – workflow demonstration and test

Coverage:
- Hacker News (AI) (2026-11-02): [AI video editing in DaVinci Resolve and MCP – workflow demonstration and test](https://news.ycombinator.com/item?id=50341624) -- lead source

### South Korea targets its “highest performance” sovereign AI model.

- Permalink: https://110010.art/d/59c7b10c389247d0/
- Original: https://www.cnbc.com/2026/11/02/south-korea-ai-spending-budget.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: South Korea targets ' highest performance' sovereign AI model

Coverage:
- Hacker News (AI) (2026-11-02): [South Korea targets ' highest performance' sovereign AI model](https://news.ycombinator.com/item?id=50341585) -- lead source

### Ask HN: "Net neutrality" for AI compute and memory?

- Permalink: https://110010.art/d/c4ca0423a4c3435a/
- Original: https://news.ycombinator.com/item?id=50341581
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HN: "Net neutrality" for AI compute and memory?](https://news.ycombinator.com/item?id=50341581) -- lead source

### Anthropic and OpenAI create war rooms for election misinformation control

- Permalink: https://110010.art/d/39de886b6fb94df7/
- Original: https://www.semafor.com/article/11/02/2026/election-war-rooms-enter-the-ai-age
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Anthropic and OpenAI Are Creating Warrooms for Election Misinformation
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-11-02): [Anthropic and OpenAI Are Creating Warrooms for Election Misinformation](https://news.ycombinator.com/item?id=50341402) -- lead source

### AI models enable suicide-risk identification and support tools; study discusses potential benefits and risks

- Permalink: https://110010.art/d/ea18be6606114672/
- Original: https://twitter.com/Prosaic_int/status/2117318562880905678
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI models are enabling suicide

Coverage:
- Hacker News (AI) (2026-11-02): [AI models are enabling suicide](https://news.ycombinator.com/item?id=50341366) -- lead source

### Researchers face record-low chances of getting a grant partly due to rise of AI

- Permalink: https://110010.art/d/01f7581c0f0d4b27/
- Original: https://nltimes.nl/2026/11/02/researchers-face-record-low-chances-getting-grant-partly-due-rise-ai
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Researchers face record-low chances of getting a grant partly due to rise of AI](https://news.ycombinator.com/item?id=50341293) -- lead source

### Subreddit frequently posts launch announcements about Qwen4; user expresses addiction to refreshing for news

- Permalink: https://110010.art/d/cc24760def1a4892/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm506n/am_i_the_only_one_who_frequently_opens_this/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Am I the only one who frequently opens this subreddit and stumbles upon announcements about Qwen4?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I swear it feels like an addiction... I keep refreshing the page repeatedly, waiting to see the fateful launch announcement or at least a countdown. I hope I’m not the only one cooked with this stuff 😭😭😭    submitted...

Coverage:
- r/LocalLLaMA (2026-11-02): [Am I the only one who frequently opens this subreddit and stumbles upon announcements about Qwen4?](https://www.reddit.com/r/LocalLLaMA/comments/1xm506n/am_i_the_only_one_who_frequently_opens_this/) -- lead source

### Goldman Sachs restricts traders and bankers from using certain AI tools

- Permalink: https://110010.art/d/fb0b6bae01284022/
- Original: https://www.bloomberg.com/news/articles/2026-11-02/goldman-restricts-traders-and-bankers-from-using-some-ai-tools
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Goldman Restricts Traders and Bankers from Using Some AI Tools

Coverage:
- Hacker News (AI) (2026-11-02): [Goldman Restricts Traders and Bankers from Using Some AI Tools](https://news.ycombinator.com/item?id=50341065) -- lead source
- Hacker News (AI) (2026-11-03): [Goldman restricts traders and bankers from using some AI tools](https://news.ycombinator.com/item?id=50346504)

### Linux kernel TCP flaw rated 9.8 gains a remote-root exploit generated by an AI model

- Permalink: https://110010.art/d/891a4e47fd034594/
- Original: https://securityboulevard.com/2026/11/linux-kernel-tcp-flaw-rated-9-8-gets-a-remote-root-exploit-from-an-ai-model/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Linux Kernel TCP Flaw Rated 9.8 Gets a Remote-Root Exploit from an AI Model

Coverage:
- Hacker News (AI) (2026-11-02): [Linux Kernel TCP Flaw Rated 9.8 Gets a Remote-Root Exploit from an AI Model](https://news.ycombinator.com/item?id=50340970) -- lead source

### Seldon releases Open-weights 0.2B tabular foundation model for tabular classification

- Permalink: https://110010.art/d/bc0c2a3faab84412/
- Original: https://huggingface.co/Neuralk-AI/seldon
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Seldon: Open-weights 0.2B tabular foundation model for tabular classification

Coverage:
- Hacker News (AI) (2026-11-02): [Seldon: Open-weights 0.2B tabular foundation model for tabular classification](https://news.ycombinator.com/item?id=50340923) -- lead source

### UK and Germany plan joint development of military AI in 2027

- Permalink: https://110010.art/d/d3ffdd2953f94b9f/
- Original: https://www.euronews.com/2026/11/02/uk-and-germany-to-jointly-develop-military-ai-in-2027
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: UK and Germany to jointly develop military AI in 2027

Coverage:
- Hacker News (AI) (2026-11-02): [UK and Germany to jointly develop military AI in 2027](https://news.ycombinator.com/item?id=50340897) -- lead source

### Sharing AI progress on mathematics; and my lecture plans

- Permalink: https://110010.art/d/0643777467c64019/
- Original: https://gilkalai.wordpress.com/2026/10/07/updates-sharing-ai-progress-on-mathematics-amazing-and-my-lecture-plans/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Sharing AI progress on mathematics (amazing); and my lecture plans

Coverage:
- Hacker News (AI) (2026-11-02): [Sharing AI progress on mathematics (amazing); and my lecture plans](https://news.ycombinator.com/item?id=50340890) -- lead source

### Show HN: A persistent Chrome cloud browser for AI agents

- Permalink: https://110010.art/d/2daad16eebd34717/
- Original: https://cloudbrowser.tv
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: A persistent Chrome cloud browser for AI agents](https://news.ycombinator.com/item?id=50340718) -- lead source

### Proposal outlines approach to hiring junior engineers in the age of AI

- Permalink: https://110010.art/d/7c62e8171c364c6c/
- Original: https://seldo.com/posts/a-proposal-how-to-hire-junior-engineers-in-the-age-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: A proposal: how to hire junior engineers in the age of AI

Coverage:
- Hacker News (AI) (2026-11-02): [A proposal: how to hire junior engineers in the age of AI](https://news.ycombinator.com/item?id=50340616) -- lead source

### Sunscreen, a stylus, and 16 hours of pair programming with an AI

- Permalink: https://110010.art/d/09a5c108592b436f/
- Original: https://www.collabora.com/news-and-blog/blog/2026/11/02/sunscreen-a-stylus-and-16-hours-of-pair-programming-with-an-ai/
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Sunscreen, a stylus, and 16 hours of pair programming with an AI](https://news.ycombinator.com/item?id=50340453) -- lead source

### The smartest people in AI believe this is the world’s most important chart.

- Permalink: https://110010.art/d/d9975759c3934ecf/
- Original: https://www.wsj.com/tech/ai/ai-anthropic-rsi-recursive-self-improvement-bff4e815
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Anthropic RSI recursive self improvement
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-02): [Anthropic RSI recursive self improvement](https://news.ycombinator.com/item?id=50340392) -- lead source

### We replaced 11,000 lines of AI chat code with CopilotKit and AG-UI

- Permalink: https://110010.art/d/af12be6f09f941a7/
- Original: https://fynk.com/en/blog/fynk-assistant-copilotkit-vue/
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [We replaced 11,000 lines of AI chat code with CopilotKit and AG-UI](https://news.ycombinator.com/item?id=50340387) -- lead source

### Show HN: aido – Spec-driven, test-driven engineering workflow for Claude Code

- Permalink: https://110010.art/d/3c1d515b26b243f0/
- Original: https://github.com/joebew42/aido
- Source: Hacker News (AI)
- Published: 2026-11-02
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: aido – Spec-driven, test-driven engineering workflow for Claude Code](https://news.ycombinator.com/item?id=50340386) -- lead source

### Show HN: Build and explore a shared AI computer by talking

- Permalink: https://110010.art/d/c20e9e7f886d4f44/
- Original: https://duplex.party/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Build and explore a shared AI computer, just by talking

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Build and explore a shared AI computer, just by talking](https://news.ycombinator.com/item?id=50340215) -- lead source

### Anthropic cuts back on reverse engineering tools again for Claude code; users report restrictions amid self-hosting push

- Permalink: https://110010.art/d/c82a517514794816/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm33gr/yet_another_reason_to_self_host_anthropic_has/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Yet another reason to self host: Anthropic has (again) cut back on reverse engineering tools
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

https://www.tomshardware.com/tech-industry/artificial-intelligence/anthropic-confirms-new-claude-code-limits-to-prevent-game-cloning-users-report-opus-5-5-is-also-actively-blocking-reverse-engineering-tasks Besides...

Coverage:
- r/LocalLLaMA (2026-11-02): [Yet another reason to self host: Anthropic has (again) cut back on reverse engineering tools](https://www.reddit.com/r/LocalLLaMA/comments/1xm33gr/yet_another_reason_to_self_host_anthropic_has/) -- lead source

### GLM post-trained with internal scientific data yields Hydrogen-1.0 open-weight model; scores 38.3% on FrontierScience-Research vs GPT-6-Astra's 33.3%

- Permalink: https://110010.art/d/9fb4e81c7c3f42db/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm2xbq/fine_tuned_open_model_ftw/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Fine tuned open model ftw
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

another win for GLM.​​​ Chenru Duan on X: "We’re introducing Hydrogen-1.0, our first open-weight model for scientific research. We post-trained GLM-5.3 (@Zai_org) on our internal scientific data, lab records, and...

Coverage:
- r/LocalLLaMA (2026-11-02): [Fine tuned open model ftw](https://www.reddit.com/r/LocalLLaMA/comments/1xm2xbq/fine_tuned_open_model_ftw/) -- lead source

### Hume launches the first decision model for voice AI

- Permalink: https://110010.art/d/6c0e3e27cebc46ec/
- Original: https://www.hume.ai/products/decision-model-api
- Source: Hacker News (AI)
- Published: 2026-11-02
- Tags: [Jev](https://110010.art/tags/jev/)

Coverage:
- Hacker News (AI) (2026-11-02): [Hume launches the first decision model for voice AI](https://news.ycombinator.com/item?id=50339949) -- lead source

### Microsoft names AI thieves Kyle

- Permalink: https://110010.art/d/774cd2d11ec64550/
- Original: https://ketanjoshi.co/2026/11/02/microsoft-just-gave-us-the-perfect-name-for-ai-thieves-kyle/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Microsoft just gave us the perfect name for AI thieves: Kyle

Coverage:
- Hacker News (AI) (2026-11-02): [Microsoft just gave us the perfect name for AI thieves: Kyle](https://news.ycombinator.com/item?id=50339940) -- lead source

### Block reckless AI IPOs and tax billionaires, congress- or policy-focused call to action; (note: ensure factual neutrality)

- Permalink: https://110010.art/d/be37191387704390/
- Original: https://www.theguardian.com/commentisfree/2026/nov/02/ai-ipos-tax-billionaires
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: It's time to block reckless AI IPOs and tax billionaires

Coverage:
- Hacker News (AI) (2026-11-02): [It's time to block reckless AI IPOs and tax billionaires](https://news.ycombinator.com/item?id=50339800) -- lead source

### Show HN: Prepd — system design interview practice with AI mock interviews

- Permalink: https://110010.art/d/2c28b578d2844628/
- Original: https://prepd.tech/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Prepd – System design interview practice with AI mock interviews

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Prepd – System design interview practice with AI mock interviews](https://news.ycombinator.com/item?id=50339790) -- lead source

### Show HN: Agent Drift Game—the short games about why AI agents drift

- Permalink: https://110010.art/d/0f6bc5b568284239/
- Original: https://drift.seethis.dev/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Agent Drift Game – short games about why AI agents drift

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Agent Drift Game – short games about why AI agents drift](https://news.ycombinator.com/item?id=50339784) -- lead source

### Llama.cpp: fix unified KV for multi-seq with flash_attn_ext_rows on CUDA

- Permalink: https://110010.art/d/0c987868c70e4cd4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm27fp/llama_cuda_flash_attn_ext_rows_fix_unified_kv_for/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: llama + CUDA: flash_attn_ext_rows (fix unified kv for multi-seq) by am17an · Pull Request #29510 · ggml-org/llama.cpp
- Tags: [Llama](https://110010.art/tags/llama/), [CUDA](https://110010.art/tags/cuda/)

Do you run multiple agents locally like I do?  If so, this is a really nice speedup for the unified KV cache    submitted by    /u/jacek2023   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [llama + CUDA: flash_attn_ext_rows (fix unified kv for multi-seq) by am17an · Pull Request #29510 · ggml-org/llama.cpp](https://www.reddit.com/r/LocalLLaMA/comments/1xm27fp/llama_cuda_flash_attn_ext_rows_fix_unified_kv_for/) -- lead source

### Anthropic's internal AI use at retail prices now exceeds its employee pay

- Permalink: https://110010.art/d/1630fc0916764ed6/
- Original: https://www.businessinsider.com/anthropic-claude-internal-ai-use-exceeds-employee-pay-tokens-2026-11
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Anthropic's internal AI use, at retail prices, now exceeds its employee pay
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-11-02): [Anthropic's internal AI use, at retail prices, now exceeds its employee pay](https://news.ycombinator.com/item?id=50339494) -- lead source

### Indigestion in the near term from AI-driven drug abundance PMID shows limited short-term benefits

- Permalink: https://110010.art/d/7a2608cfeed943ea/
- Original: https://lifescivc.com/2026/10/the-fruits-of-ai-drug-abundance-indigestion-in-the-near-term/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: The Fruits of AI Drug Abundance: Indigestion in the Near Term

Coverage:
- Hacker News (AI) (2026-11-02): [The Fruits of AI Drug Abundance: Indigestion in the Near Term](https://news.ycombinator.com/item?id=50339226) -- lead source

### AI can draw blueprints now

- Permalink: https://110010.art/d/478dce76b3e04232/
- Original: https://stephenjgallagher.substack.com/p/ai-can-draw-blueprints-now
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Claude Opus 5.5 Can Draw Permit-Level Architectural Drawings
- Tags: [Claude Opus](https://110010.art/tags/claude-opus/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-02): [Claude Opus 5.5 Can Draw Permit-Level Architectural Drawings](https://news.ycombinator.com/item?id=50339224) -- lead source

### Grokipedia offers lessons in how AI can help Wikipedia

- Permalink: https://110010.art/d/20860369a25c4359/
- Original: https://www.niemanlab.org/2026/11/elon-musks-grokipedia-is-littered-with-mistakes-but-wikipedia-could-still-learn-some-things-from-it/
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Grokipedia offers lessons in how AI can help Wikipedia](https://news.ycombinator.com/item?id=50339021) -- lead source

### Eli Venn comments

- Permalink: https://110010.art/d/0fabaa790b55439f/
- Original: https://elivenn.com
- Source: Lobsters (AI)
- Published: 2026-11-02
- Original headline: eli venn

Comments

Coverage:
- Lobsters (AI) (2026-11-02): [eli venn](https://elivenn.com) -- lead source

### AI can identify flawed business plans, study finds

- Permalink: https://110010.art/d/186f42e3c49040ed/
- Original: https://www.yovico.ai/blog/can-ai-spot-a-bad-business-plan/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Can AI Spot a Bad Business Plan?

Coverage:
- Hacker News (AI) (2026-11-02): [Can AI Spot a Bad Business Plan?](https://news.ycombinator.com/item?id=50338403) -- lead source

### Senior engineers use AI incorrectly and software factories are ineffective [video]

- Permalink: https://110010.art/d/4b0ad17b62ae4fd9/
- Original: https://www.youtube.com/watch?v=4Oq_gdhjYUw
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Senior Engineers Are Using AI Wrong and Software Factories Are Dumb [video]

Coverage:
- Hacker News (AI) (2026-11-02): [Senior Engineers Are Using AI Wrong and Software Factories Are Dumb [video]](https://news.ycombinator.com/item?id=50338402) -- lead source
- Hacker News (AI) (2026-11-02): [Will AI Replace Engineers? I Ran the Experiment [video]](https://news.ycombinator.com/item?id=50344481)

### Are you using AI for company messaging?

- Permalink: https://110010.art/d/a2e55dc6e93e4277/
- Original: https://news.ycombinator.com/item?id=50338383
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ask HN: Are you using AI for company messaging?

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HN: Are you using AI for company messaging?](https://news.ycombinator.com/item?id=50338383) -- lead source

### PiVo-1.4M: a two-voice text-to-speech stack with 1.4 million parameters runs on CPU using ONNX Runtime

- Permalink: https://110010.art/d/ff004526539d41d4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm0lmk/emperoaipivo14m_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: empero-ai/PiVo-1.4M · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

PiVo-1.4M How many parameters does a voice need? PiVo is our attempt at an answer: two English voices, Pi and Vo, from a complete text-to-speech stack with 1,401,562 learned parameters, vocoder included. A...

Coverage:
- r/LocalLLaMA (2026-11-02): [empero-ai/PiVo-1.4M · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xm0lmk/emperoaipivo14m_hugging_face/) -- lead source

### You can't just add AI

- Permalink: https://110010.art/d/90272e572f0c4160/
- Original: https://www.yusufbirader.com/writing/you-cant-just-add-ai/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: You Can't Just Add AI

Coverage:
- Hacker News (AI) (2026-11-02): [You Can't Just Add AI](https://news.ycombinator.com/item?id=50338351) -- lead source

### AI agents raised their own spending caps

- Permalink: https://110010.art/d/f2a2cda7d2e24f59/
- Original: https://theainewsreport.com/2026-11-02-ai-agents-raise-own-spending-caps-explained.html
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [AI agents raised their own spending caps](https://news.ycombinator.com/item?id=50338327) -- lead source

### Person builds a desktop invoicing app using Qwen 3.8 27B+OpenCode+LM Studio on RTX 5090, saving about $100/year; relies on coding agents for debugging and web search

- Permalink: https://110010.art/d/93f4feb01c984a2b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm0i9m/made_my_own_invoicing_dekstop_app_with_qwen_38/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: 😃Made My Own Invoicing Dekstop App With Qwen 3.8 27B+OpenCode+LM Studio On RTX 5090..Saved Me $100 a Year I Was Paying
- Tags: [Qwen](https://110010.art/tags/qwen/)

My first fully vibe coded Desktop app with Qwen 3.8 27B as someone with near 0 coding knowledge lol. Was paying $100 a year for an online Invoicing App so i decided to cook up one for myself. The results are mind...

Coverage:
- r/LocalLLaMA (2026-11-02): [😃Made My Own Invoicing Dekstop App With Qwen 3.8 27B+OpenCode+LM Studio On RTX 5090..Saved Me $100 a Year I Was Paying](https://www.reddit.com/r/LocalLLaMA/comments/1xm0i9m/made_my_own_invoicing_dekstop_app_with_qwen_38/) -- lead source

### Spotify plans AI-assisted song remixes next year, with up to $5 extra per month

- Permalink: https://110010.art/d/e757a2d0d0154cc3/
- Original: https://www.techspot.com/news/114410-spotify-plans-users-remix-artists-songs-using-ai.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Spotify plans AI song remixes next year, costing up to $5 extra a month

Coverage:
- Hacker News (AI) (2026-11-02): [Spotify plans AI song remixes next year, costing up to $5 extra a month](https://news.ycombinator.com/item?id=50338293) -- lead source

### Claude: pricier per token but half the cost per answer

- Permalink: https://110010.art/d/1c4de5bfcced468e/
- Original: https://www.revos.ai/blog/claude-vs-gemini-for-ai-agents
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Claude: Pricier per token but Half the cost per answer
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-02): [Claude: Pricier per token but Half the cost per answer](https://news.ycombinator.com/item?id=50338215) -- lead source

### MiniMax M3.1 Flash's open weights shrink from 252.4 GB to 93 GB in 10 days, lab thanks builders by name

- Permalink: https://110010.art/d/9b6eb454a2b54682/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xm0b7r/builders_got_minimax_m31_flashs_open_weights_from/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Builders got MiniMax M3.1 Flash's open weights from 252.4 GB down to 93 GB in 10 days, and the lab thanked them by name

MiniMax posted a thank-you yesterday for everyone quantizing M3.1 Flash (428B, 252.4 GB), and I went through the ones they named. Numbers are each builder's, separate eval sets, not comparable.  128 GB PC: Maya-XS by...

Coverage:
- r/LocalLLaMA (2026-11-02): [Builders got MiniMax M3.1 Flash's open weights from 252.4 GB down to 93 GB in 10 days, and the lab thanked them by name](https://www.reddit.com/r/LocalLLaMA/comments/1xm0b7r/builders_got_minimax_m31_flashs_open_weights_from/) -- lead source

### AI applications earn their premium

- Permalink: https://110010.art/d/fcb799684f704277/
- Original: https://www.a16z.news/p/how-ai-applications-earn-their-premium
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Applications Earn Their Premium

Coverage:
- Hacker News (AI) (2026-11-02): [AI Applications Earn Their Premium](https://news.ycombinator.com/item?id=50338145) -- lead source

### Characters AI Chat

- Permalink: https://110010.art/d/9073c279b7d846e2/
- Original: https://charactersaichat.com/
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Characters AI Chat](https://news.ycombinator.com/item?id=50338081) -- lead source

### AI cut data warehouse migration cost from $70M to $35M

- Permalink: https://110010.art/d/61f469fbcc3c4d87/
- Original: https://www.itnews.com.au/news/westpac-reveals-ai-cut-data-warehouse-migration-cost-from-70m-to-35m-630064
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [AI cut data warehouse migration cost from $70M to $35M](https://news.ycombinator.com/item?id=50337909) -- lead source

### A 144M model drives most villagers’ choices in a village-sim; gemma 4 e4b only steps in when something goes wrong

- Permalink: https://110010.art/d/68624ff0f13c4d24/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlzuf2/a_144m_model_makes_most_of_my_villagers_choices/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: a 144m model makes most of my villagers' choices, gemma 4 e4b only steps in when something goes wrong (6 gb laptop gpu)
- Tags: [Gemma](https://110010.art/tags/gemma/)

i built a small village sim where 8 villagers live through a day, and i wanted to see how far small models get if each one only does one job. the gut is julia-1, 144m params from supersonic labs, using ggml-org's...

Coverage:
- r/LocalLLaMA (2026-11-02): [a 144m model makes most of my villagers' choices, gemma 4 e4b only steps in when something goes wrong (6 gb laptop gpu)](https://www.reddit.com/r/LocalLLaMA/comments/1xlzuf2/a_144m_model_makes_most_of_my_villagers_choices/) -- lead source

### AI agents still can’t maintain your codebase

- Permalink: https://110010.art/d/bb9e652c985447e3/
- Original: https://www.youtube.com/watch?v=ntO2eQ2iu6o
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Agents Still Can't Maintain Your Codebase

Coverage:
- Hacker News (AI) (2026-11-02): [AI Agents Still Can't Maintain Your Codebase](https://news.ycombinator.com/item?id=50337738) -- lead source

### LongCat-2.5 enables native multimodality for agentic tasks

- Permalink: https://110010.art/d/f6a33f2354234ec8/
- Original: https://longcat.ai/blog/longcat-2.5/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: LongCat-2.5: Native Multimodality for Agentic Tasks

Coverage:
- Hacker News (AI) (2026-11-02): [LongCat-2.5: Native Multimodality for Agentic Tasks](https://news.ycombinator.com/item?id=50337716) -- lead source

### OpenBMB’s autonomous agent beats NVIDIA’s FlashMLA baseline by 9.8% on B200 without access to its source code

- Permalink: https://110010.art/d/481cc6ed3f9545be/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlzaq0/an_ai_agent_just_beat_nvidias_flashmla_baseline/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: An AI agent just beat NVIDIA's FlashMLA baseline by 9.8% on B200, without seeing its source code
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

OpenBMB just wrapped up ForgeKernel Live, a ~22-hour autonomous GPU kernel optimization run on NVIDIA B200. The interesting part isn't just the speedup. The agent was optimizing against a black box. It could execute...

Coverage:
- r/LocalLLaMA (2026-11-02): [An AI agent just beat NVIDIA's FlashMLA baseline by 9.8% on B200, without seeing its source code](https://www.reddit.com/r/LocalLLaMA/comments/1xlzaq0/an_ai_agent_just_beat_nvidias_flashmla_baseline/) -- lead source

### Your AI coding agent needs more than a good prompt

- Permalink: https://110010.art/d/7e5e8462862a44e9/
- Original: https://medium.com/@ajseven/your-ai-coding-agent-needs-more-than-a-good-prompt-8b5b4de1cf70
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Your AI Coding Agent Needs More Than a Good Prompt

Coverage:
- Hacker News (AI) (2026-11-02): [Your AI Coding Agent Needs More Than a Good Prompt](https://news.ycombinator.com/item?id=50337599) -- lead source

### Qwen 4 When? expects release timing; rumors circulate about launch at month start

- Permalink: https://110010.art/d/3628038d94e84ee5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlz5dz/qwen_4_when/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Qwen 4 When ?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Rumors went it was supposed to be out at start of this month...    submitted by    /u/BringTea_666   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [Qwen 4 When ?](https://www.reddit.com/r/LocalLLaMA/comments/1xlz5dz/qwen_4_when/) -- lead source
- r/LocalLLaMA (2026-11-04): [Where's my Qwen 4?](https://www.reddit.com/r/LocalLLaMA/comments/1xnajcu/wheres_my_qwen_4/)
- r/LocalLLaMA (2026-11-04): [Qwhen ?](https://www.reddit.com/r/LocalLLaMA/comments/1xnjbjq/qwhen/)

### Mediroute: an open-source AI platform exposing global drug price disparities

- Permalink: https://110010.art/d/21d148ae7a7f49d3/
- Original: https://github.com/54jo3vmp/mediroute
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Mediroute: An open-source AI platform exposing global drug price disparities

Coverage:
- Hacker News (AI) (2026-11-02): [Mediroute: An open-source AI platform exposing global drug price disparities](https://news.ycombinator.com/item?id=50337507) -- lead source

### Show HN: AgentTrafficCop stops AI agents from looping and burning money

- Permalink: https://110010.art/d/384bbd3424e14f4f/
- Original: https://agenttrafficcop.com
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: AgentTrafficCop – Stop AI agents from looping and burning money

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: AgentTrafficCop – Stop AI agents from looping and burning money](https://news.ycombinator.com/item?id=50337488) -- lead source

### Jobless tech workers are left out of San Francisco’s AI boom

- Permalink: https://110010.art/d/bf73bf6177a14e6a/
- Original: https://www.bloomberg.com/news/features/2026-09-17/san-francisco-s-ai-wealth-boom-skirts-engineers-as-openai-anthropic-ipos-near
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Jobless tech workers are being left out of San Francisco's AI boom

Coverage:
- Hacker News (AI) (2026-11-02): [Jobless tech workers are being left out of San Francisco's AI boom](https://news.ycombinator.com/item?id=50337454) -- lead source

### ISTA releases DeepSeek-V4.1-Flash-1017 GSQ-RCO Coder with 763B parameters (~1 bit per parameter) after pruning half of routed experts

- Permalink: https://110010.art/d/a8be0337c10348e6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlys6k/release_ista_deepseekv41flash1017_gsqrco_coder_a/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: [Release] ISTA DeepSeek-V4.1-Flash-1017 GSQ-RCO Coder: a 763B model at 1 bit per parameter
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

We have released a Coder build of DeepSeek-V4.1-Flash-1017, compressed with GSQ and RCO, in which half of the model's routed experts have been removed. DeepSeek-V4.1-Flash-1017 is a sparse mixture-of-experts model:...

Coverage:
- r/LocalLLaMA (2026-11-02): [[Release] ISTA DeepSeek-V4.1-Flash-1017 GSQ-RCO Coder: a 763B model at 1 bit per parameter](https://www.reddit.com/r/LocalLLaMA/comments/1xlys6k/release_ista_deepseekv41flash1017_gsqrco_coder_a/) -- lead source
- r/LocalLLaMA (2026-11-04): [Deepseek V4.1 flash 1017 on 4rtx3090 + 256ddr4 ( Maya - engine )](https://www.reddit.com/r/LocalLLaMA/comments/1xnkr5q/deepseek_v41_flash_1017_on_4rtx3090_256ddr4_maya/)

### Show HN: AI portfolio with RAG, browser TTS-highlight engine and developer area

- Permalink: https://110010.art/d/9d40496d28334523/
- Original: https://venkatpabolu.onrender.com/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: AI portfolio with RAG, Browser TTS-Highlight Engine & Developer Area

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: AI portfolio with RAG, Browser TTS-Highlight Engine & Developer Area](https://news.ycombinator.com/item?id=50337362) -- lead source

### Foreigners record withdrawal from Taiwan stocks amid AI rout

- Permalink: https://110010.art/d/37a2484c6da245f4/
- Original: https://www.ainvest.com/news/foreigners-record-withdrawal-taiwan-stocks-ai-rout-2611/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Foreigners Record Withdrawal from Taiwan Stocks Amid AI Rout

Coverage:
- Hacker News (AI) (2026-11-02): [Foreigners Record Withdrawal from Taiwan Stocks Amid AI Rout](https://news.ycombinator.com/item?id=50337107) -- lead source

### AI transformation is a leadership problem

- Permalink: https://110010.art/d/a044c9429b534d73/
- Original: https://www.praxisforward.ai/articles/ai-transformation-is-a-leadership-problem/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Transformation Is a Leadership Problem

Coverage:
- Hacker News (AI) (2026-11-02): [AI Transformation Is a Leadership Problem](https://news.ycombinator.com/item?id=50337091) -- lead source

### Maat – AI agents that can diagnose Ubuntu but can't change it

- Permalink: https://110010.art/d/e4dfb6c6079548d6/
- Original: https://github.com/bolesawny7/maat
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Maat – AI agents that can diagnose Ubuntu but can't change it

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Maat – AI agents that can diagnose Ubuntu but can't change it](https://news.ycombinator.com/item?id=50336823) -- lead source

### KVARK Sparkle 1.0, a Qwen3.8-27B-based model, reduces thinking tokens by up to 67% while maintaining comparable answer quality

- Permalink: https://110010.art/d/8845c150083c4af5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlxnpc/we_released_kvark_sparkle_10_a_qwen3827bbased/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: We released KVARK Sparkle 1.0 – a Qwen3.8-27B-based model with up to 67% fewer thinking tokens
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hey everyone! We're Egzakta AI Lab, and I'm part of the team behind KVARK. We've just released our first open-weight model: KVARK Sparkle 1.0 (27B). It's based on Qwen3.8-27B, with a focus on making reasoning more...

Coverage:
- r/LocalLLaMA (2026-11-02): [We released KVARK Sparkle 1.0 – a Qwen3.8-27B-based model with up to 67% fewer thinking tokens](https://www.reddit.com/r/LocalLLaMA/comments/1xlxnpc/we_released_kvark_sparkle_10_a_qwen3827bbased/) -- lead source

### Experimenting with 25 small AI tools instead of building another SaaS

- Permalink: https://110010.art/d/838541c86d0d409f/
- Original: https://www.indiehackers.com/post/i-think-small-businesses-need-fewer-saas-tools-not-more-1213eafddc
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Why I'm experimenting with 25 small AI tools instead of building another SaaS

Coverage:
- Hacker News (AI) (2026-11-02): [Why I'm experimenting with 25 small AI tools instead of building another SaaS](https://news.ycombinator.com/item?id=50336757) -- lead source

### AI solution edits transcripts to ensure video matches

- Permalink: https://110010.art/d/3290d3793478461e/
- Original: https://use-retake.up.railway.app
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI solution for reshooting video. edit a transcript and the video matches

Coverage:
- Hacker News (AI) (2026-11-02): [AI solution for reshooting video. edit a transcript and the video matches](https://news.ycombinator.com/item?id=50336751) -- lead source

### Alibaba’s Qwen 4 rumored to be last open-weight model release

- Permalink: https://110010.art/d/b874f5e703154c26/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlxgzb/rumor_qwen_4_will_be_the_last_open_weight_model/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Rumor: Qwen 4 will be the last open weight model release from Alibaba
- Tags: [Alibaba](https://110010.art/tags/alibaba/), [Qwen](https://110010.art/tags/qwen/)

https://preview.redd.it/tzp6dsqcd7zh1.png?width=1210&format=png&auto=webp&s=480d605e1bf0d7ba3973a539b2ad7ba1fa0e3f66 https://x.com/Smlay_ero/status/2117228287793734079?a=MiYbp1fhptpSL1m5XGo&s=20    submitted by   ...

Coverage:
- r/LocalLLaMA (2026-11-02): [Rumor: Qwen 4 will be the last open weight model release from Alibaba](https://www.reddit.com/r/LocalLLaMA/comments/1xlxgzb/rumor_qwen_4_will_be_the_last_open_weight_model/) -- lead source
- r/LocalLLaMA (2026-11-02): [Official Statement: Qwen Models Will Stick to Open Source to the End!](https://www.reddit.com/r/LocalLLaMA/comments/1xm28e6/official_statement_qwen_models_will_stick_to_open/)

### Improve AI visibility

- Permalink: https://110010.art/d/5710df68ed2f40b8/
- Original: https://shodenltd.com/free-ai-visibility-report/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Improve AI Visibility

Coverage:
- Hacker News (AI) (2026-11-02): [Improve AI Visibility](https://news.ycombinator.com/item?id=50336621) -- lead source

### 23andMe plans to use AI to fight disease

- Permalink: https://110010.art/d/f980582a8dc64ba2/
- Original: https://www.youtube.com/watch?v=KOk6u5-sK2s
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: 23andMe Plans to Use AI to Fight Disease [video]

Coverage:
- Hacker News (AI) (2026-11-02): [23andMe Plans to Use AI to Fight Disease [video]](https://news.ycombinator.com/item?id=50336618) -- lead source

### $1.8B bet on AI and biology [video]

- Permalink: https://110010.art/d/33780f72e97e4148/
- Original: https://www.youtube.com/watch?v=k8-cf_vCAP0
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: The $1.8B Bet on AI and Biology [video]

Coverage:
- Hacker News (AI) (2026-11-02): [The $1.8B Bet on AI and Biology [video]](https://news.ycombinator.com/item?id=50336611) -- lead source

### Pure HTML just works and beats AI Slop (YouTube); Hayyoth reports

- Permalink: https://110010.art/d/a8955084aba041a4/
- Original: https://www.youtube.com/watch?v=fG7mM6Yymaw
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Pure HTML just works and beats AI Slop (YouTube) (Hayyoth)

Coverage:
- Hacker News (AI) (2026-11-02): [Pure HTML just works and beats AI Slop (YouTube) (Hayyoth)](https://news.ycombinator.com/item?id=50336485) -- lead source

### What a Swedish Mammography Trial shows about medical AI

- Permalink: https://110010.art/d/72529b15fc664956/
- Original: https://readpublicforum.com/article/what-a-swedish-mammography-trial-shows-about-medical-ai-94
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: What a Swedish Mammography Trial Shows About Medical AI

Coverage:
- Hacker News (AI) (2026-11-02): [What a Swedish Mammography Trial Shows About Medical AI](https://news.ycombinator.com/item?id=50336479) -- lead source

### HelpPuff AI site chat your coding agent deploys to your Cloudflare

- Permalink: https://110010.art/d/9bed1dd4649f4a96/
- Original: https://knowtific.github.io/helppuff/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: HelpPuff – AI site chat your coding agent deploys to your Cloudflare

Coverage:
- Hacker News (AI) (2026-11-02): [HelpPuff – AI site chat your coding agent deploys to your Cloudflare](https://news.ycombinator.com/item?id=50336375) -- lead source

### DeepSeek V4.1 Flash 1017 cited as reliable for fast, open-source learning; user appreciation notes improvements over prior open models

- Permalink: https://110010.art/d/7548d03012994f6f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlwrh1/deepseek_v41_flash_1017_is_really_golden/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: DeepSeek V4.1 Flash 1017 is really golden.
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

tl;dr: love LLMs to learn things, but only closed-source models were truly reliable for me, until 1017 came up: it's great and fast for everything This is just an appreciation post made by a human seriously impressed...

Coverage:
- r/LocalLLaMA (2026-11-02): [DeepSeek V4.1 Flash 1017 is really golden.](https://www.reddit.com/r/LocalLLaMA/comments/1xlwrh1/deepseek_v41_flash_1017_is_really_golden/) -- lead source

### Local quants compare performance of 9 real bugs between a home engine and Claude models on private history data

- Permalink: https://110010.art/d/42708ca007a74fe1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlwpqv/not_another_toks_post_local_quants_vs_claude_on_9/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Not another tok/s post: local quants vs Claude on 9 real bugs
- Tags: [Claude](https://110010.art/tags/claude/), [CUDA](https://110010.art/tags/cuda/)

There's a lot of talk here about not chasing tok/s by lobotomizing the model, and most of what I post is still speed numbers. So this is the other half: what the models I run at home actually get done on my own work,...

Coverage:
- r/LocalLLaMA (2026-11-02): [Not another tok/s post: local quants vs Claude on 9 real bugs](https://www.reddit.com/r/LocalLLaMA/comments/1xlwpqv/not_another_toks_post_local_quants_vs_claude_on_9/) -- lead source

### Taghash launches AI assistant Brain for investment funds

- Permalink: https://110010.art/d/da8973c2b6494ef4/
- Original: https://entrackr.com/snippets/taghash-launches-ai-assistant-brain-for-investment-funds-12776701
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Taghash launches AI assistant Brain for investment funds](https://news.ycombinator.com/item?id=50336283) -- lead source

### Two lightweight models for task completion fit within 32 GB RAM and 12 GB VRAM each; user plans to run two small models while a larger model handles planning

- Permalink: https://110010.art/d/099237053dba406c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlwm4n/recommended_2_light_weight_model_that_is_great_at/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: recommended 2 light weight model that is great at completing task and it runs in 32gb ram and 12gb vram
- Tags: [Qwen](https://110010.art/tags/qwen/)

Based on the text above, im looking for a model that i run 2 of them (both should fit inside my small rig) to complete task, i will have my qwen3.6 35b a3b or cloud model to plan it out while my small models execute...

Coverage:
- r/LocalLLaMA (2026-11-02): [recommended 2 light weight model that is great at completing task and it runs in 32gb ram and 12gb vram](https://www.reddit.com/r/LocalLLaMA/comments/1xlwm4n/recommended_2_light_weight_model_that_is_great_at/) -- lead source

### Sensenova SenseNova-Loop-9B-Preview released on Hugging Face

- Permalink: https://110010.art/d/a0b59c59f12e4c7f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlw9v4/sensenovasensenovaloop9bpreview_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: sensenova/SenseNova-Loop-9B-Preview · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

submitted by    /u/zdy132   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [sensenova/SenseNova-Loop-9B-Preview · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xlw9v4/sensenovasensenovaloop9bpreview_hugging_face/) -- lead source

### What is your backup plan when AI companies rug pull their prices?

- Permalink: https://110010.art/d/57831a15f06a4633/
- Original: https://news.ycombinator.com/item?id=50336034
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ask HN: What is your backup plan when AI companies rug pull their prices?

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HN: What is your backup plan when AI companies rug pull their prices?](https://news.ycombinator.com/item?id=50336034) -- lead source

### New York's new AI law requires ID to use ChatGPT, ending online anonymity.

- Permalink: https://110010.art/d/b8c3ae582883409a/
- Original: https://www.gadgetreview.com/show-your-id-to-use-chatgpt-how-new-yorks-new-ai-law-ends-online-anonymity
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show Your ID to Use ChatGPT? How New York's New AI Law Ends Online Anonymity
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Coverage:
- Hacker News (AI) (2026-11-02): [Show Your ID to Use ChatGPT? How New York's New AI Law Ends Online Anonymity](https://news.ycombinator.com/item?id=50336014) -- lead source

### AI radio DJ gains stardom in L.A.; human hosts dissatisfied

- Permalink: https://110010.art/d/fce05138f90b47b1/
- Original: https://www.gadgetreview.com/an-ai-dj-became-a-radio-star-in-la-human-hosts-arent-happy
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI radio DJ has shot to stardom in L.A. Human hosts aren't happy about it

Coverage:
- Hacker News (AI) (2026-11-02): [AI radio DJ has shot to stardom in L.A. Human hosts aren't happy about it](https://news.ycombinator.com/item?id=50335964) -- lead source

### Proposal for a community-led private quality benchmarks revolution to avoid chasing tokens per second and share private benchmark results

- Permalink: https://110010.art/d/70a5181d0d734bf4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlusil/proposal_a_community_revolution_for_private/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Proposal: A community revolution for private quality benchmarks (and why endless chasing tok/s is rotting our brains

Proposal: A community revolution for private quality benchmarks (and why endless chasing tok/s is rotting our brains honestly we in r/LocalLLaMA need a revolution of people making their own private benchmarks(not...

Coverage:
- r/LocalLLaMA (2026-11-02): [Proposal: A community revolution for private quality benchmarks (and why endless chasing tok/s is rotting our brains](https://www.reddit.com/r/LocalLLaMA/comments/1xlusil/proposal_a_community_revolution_for_private/) -- lead source

### KITP program focuses on intermediate-scale AI for physics

- Permalink: https://110010.art/d/8556fafaabf54518/
- Original: https://online.kitp.ucsb.edu/online/physicsai-m26/welcome/rm/jwvideo.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: KITP Program: Intermediate-Scale AI for Physics

Coverage:
- Hacker News (AI) (2026-11-02): [KITP Program: Intermediate-Scale AI for Physics](https://news.ycombinator.com/item?id=50335419) -- lead source

### RAGFlow 1.0 previews an agent-native database for retrieval rather than a RAG pipeline

- Permalink: https://110010.art/d/c80761122c754177/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlubz9/ragflow_10_preview_moving_from_rag_engine_to/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: RAGFlow 1.0 preview: moving from RAG engine to agent-native database

Context as Infrastructure: Knowledge Compilation for Retrieval in Agentic Systems with Harnesses 📄 https://arxiv.org/abs/2610.41172 This is the paper behind the upcoming RAGFlow 1.0. Rather than another RAG pipeline,...

Coverage:
- r/LocalLLaMA (2026-11-02): [RAGFlow 1.0 preview: moving from RAG engine to agent-native database](https://www.reddit.com/r/LocalLLaMA/comments/1xlubz9/ragflow_10_preview_moving_from_rag_engine_to/) -- lead source

### Context anxiety: how AI agents panic about their perceived context windows

- Permalink: https://110010.art/d/654c9cca67f94b4e/
- Original: https://inkeep.com/blog/context-anxiety
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Context Anxiety: How AI Agents Panic About Their Perceived Context Windows

Coverage:
- Hacker News (AI) (2026-11-02): [Context Anxiety: How AI Agents Panic About Their Perceived Context Windows](https://news.ycombinator.com/item?id=50335245) -- lead source
- Hacker News (AI) (2026-11-04): [Nvidia Study: AI Agents Rarely Need Long Context Windows](https://news.ycombinator.com/item?id=50365865)

### TinyContext Guide explains how to add long-term memory to an AI agent (step by step)

- Permalink: https://110010.art/d/f6a1871026744f36/
- Original: https://tinysuite.dev/blog/how-to-add-memory-to-ai-agent/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: TinyContext Guide – How to Add Long-Term Memory to an AI Agent (Step by Step)

Coverage:
- Hacker News (AI) (2026-11-02): [TinyContext Guide – How to Add Long-Term Memory to an AI Agent (Step by Step)](https://news.ycombinator.com/item?id=50335199) -- lead source
- Hacker News (AI) (2026-11-02): [The AI Agent Memory Stack: Building Blocks, Patterns, and Frameworks](https://news.ycombinator.com/item?id=50336134)

### Ask HN: Do you think AI has now disrupted math more than it did programming?

- Permalink: https://110010.art/d/adb3d2c024b44574/
- Original: https://news.ycombinator.com/item?id=50335117
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HN: Do you think AI has now disrupted math more than it did programming?](https://news.ycombinator.com/item?id=50335117) -- lead source

### Sam Altman on Local AI

- Permalink: https://110010.art/d/f75640352c024c7c/
- Original: https://www.pcmag.com/news/sam-altman-suggests-running-ai-locally-is-a-waste-of-memory
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Sam Altman on Local AI](https://news.ycombinator.com/item?id=50335091) -- lead source

### AI Knittaker announces new textile-aware AI model for automated knitting

- Permalink: https://110010.art/d/cd6d1503261340ea/
- Original: https://www.visiticeland.com/aiknittakers/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Knittaker

Coverage:
- Hacker News (AI) (2026-11-02): [AI Knittaker](https://news.ycombinator.com/item?id=50335090) -- lead source

### Why AI agents struggle with RTL chip-design debugging, and what helps

- Permalink: https://110010.art/d/5f96722ec76541fa/
- Original: https://booley.dev/blog/harness-matters/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Why AI agents struggle with chip design (RTL) debugging, and what helps

Coverage:
- Hacker News (AI) (2026-11-02): [Why AI agents struggle with chip design (RTL) debugging, and what helps](https://news.ycombinator.com/item?id=50335049) -- lead source

### See what's left of your flat-rate AI subscriptions every time you open a terminal

- Permalink: https://110010.art/d/8aa4510180704a51/
- Original: https://github.com/francescobianco/aiquota
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: See what's left of your flat-rate AI subscriptions every time you open a termina

Coverage:
- Hacker News (AI) (2026-11-02): [See what's left of your flat-rate AI subscriptions every time you open a termina](https://news.ycombinator.com/item?id=50335033) -- lead source

### Roblox embraces AI-generated games; Steam raises concerns about quality

- Permalink: https://110010.art/d/49036f24ef604ea3/
- Original: https://www.pcgamer.com/software/ai/ai-powered-game-development-is-leading-to-an-explosion-of-content-roblox-says-as-it-brags-about-70-000-games-published-on-its-platform-in-the-last-5-months-alone/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Roblox embraces AI-generated games as Steam raises concerns about quality

Coverage:
- Hacker News (AI) (2026-11-02): [Roblox embraces AI-generated games as Steam raises concerns about quality](https://news.ycombinator.com/item?id=50335021) -- lead source

### Ryanair considers pay freezes, AI, and reducing crew on flights as fuel costs soar

- Permalink: https://110010.art/d/01e044a8542b4ff2/
- Original: https://www.theguardian.com/business/2026/nov/02/ryanair-considers-pay-freezes-reducing-crew-on-flights-fuel-costs-soar-ai
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ryanair consider pay freezes, AI and reducing crew on flights as fuel costs soar

Coverage:
- Hacker News (AI) (2026-11-02): [Ryanair consider pay freezes, AI and reducing crew on flights as fuel costs soar](https://news.ycombinator.com/item?id=50334961) -- lead source

### 4" touchscreen with ESP32 used to monitor a DGX cluster via a TUI-style dashboard, with firmware built on PlatformIO and Arduino-ESP32 core; code available on GitHub

- Permalink: https://110010.art/d/0628de301b054fba/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlsuwf/4_touchscreen_for_inference_engine_monitoring/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: 4" touchscreen for inference engine monitoring

I bought this 4" screen with esp32 on aliexpress awhile back and decided to make a TUI style dashboard to monitor my dgx cluster. Inspired by btop++, nv-monitor, and engine metrics by 0rand. Firmware is built with...

Coverage:
- r/LocalLLaMA (2026-11-02): [4" touchscreen for inference engine monitoring](https://www.reddit.com/r/LocalLLaMA/comments/1xlsuwf/4_touchscreen_for_inference_engine_monitoring/) -- lead source

### Ask HN: identifying the best frontier AI model for mind map generation

- Permalink: https://110010.art/d/3563ae17e21e4f1a/
- Original: https://news.ycombinator.com/item?id=50334714
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Ask HW: Best frontier AI model for mind map generation?

Coverage:
- Hacker News (AI) (2026-11-02): [Ask HW: Best frontier AI model for mind map generation?](https://news.ycombinator.com/item?id=50334714) -- lead source

### Jevons paradox is lazy analysis: evaluating the risk of AI overbuilding.

- Permalink: https://110010.art/d/4b9ac036e48b4c33/
- Original: https://twitter.com/bookwormengr/status/2116705246856741114
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Jevons paradox is lazy analysis: Evaluating the risk of AI overbuilding

Coverage:
- Hacker News (AI) (2026-11-02): [Jevons paradox is lazy analysis: Evaluating the risk of AI overbuilding](https://news.ycombinator.com/item?id=50334627) -- lead source

### Disabling MTP can improve token throughput when running very large models on systems with limited RAM, according to testing with gyrostrata and strata on a 3060 and 32GB RAM.

- Permalink: https://110010.art/d/f66217b9cf9a4961/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlsd4v/if_you_are_using_big_model_compared_to_ram_try/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: If you are using big model compared to ram try and disable mtp

Little reminder, with all my testing I found out that mtp can decrease performance when using very big model, since many are starting to use strata or similar and I see many app activating it as default try and...

Coverage:
- r/LocalLLaMA (2026-11-02): [If you are using big model compared to ram try and disable mtp](https://www.reddit.com/r/LocalLLaMA/comments/1xlsd4v/if_you_are_using_big_model_compared_to_ram_try/) -- lead source

### Show HN: AgentTM – a time-travel debugger for AI coding agents built in Go

- Permalink: https://110010.art/d/5b27565863094080/
- Original: https://github.com/Jyotishmoy12/AgentTM
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: AgentTM – A time-travel debugger for AI coding agents built in Go

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: AgentTM – A time-travel debugger for AI coding agents built in Go](https://news.ycombinator.com/item?id=50334503) -- lead source

### Google Trends data show searches for "will AI replace [job]" across 56 jobs.

- Permalink: https://110010.art/d/11dc4a799551460c/
- Original: https://scrollytelling.ai/what-jobs-will-ai-replace/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Google Trends data on "will AI replace [job]" searches for 56 jobs

Coverage:
- Hacker News (AI) (2026-11-02): [Google Trends data on "will AI replace [job]" searches for 56 jobs](https://news.ycombinator.com/item?id=50334341) -- lead source

### Proton publishes its AI manifesto for software engineering

- Permalink: https://110010.art/d/d4ddeee0d00a4af4/
- Original: https://proton.me/blog/ai-manifesto
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Proton's AI manifesto for software engineering

Coverage:
- Hacker News (AI) (2026-11-02): [Proton's AI manifesto for software engineering](https://news.ycombinator.com/item?id=50334263) -- lead source

### Creative coding in the age of AI

- Permalink: https://110010.art/d/206bf2307170453f/
- Original: https://www.gorillasun.de/blog/creative-coding-in-the-age-of-ai/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Creative Coding in the Age of AI

Coverage:
- Hacker News (AI) (2026-11-02): [Creative Coding in the Age of AI](https://news.ycombinator.com/item?id=50334149) -- lead source

### China announces Frontier AI export controls under Mofcom Announcement No. 48

- Permalink: https://110010.art/d/2e9a0823f447459c/
- Original: https://labs.cloudsecurityalliance.org/research/csa-research-note-china-ai-export-controls-announcement-48-2/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: China's First Frontier AI Export Controls: Mofcom Announcement No. 48

Coverage:
- Hacker News (AI) (2026-11-02): [China's First Frontier AI Export Controls: Mofcom Announcement No. 48](https://news.ycombinator.com/item?id=50334038) -- lead source

### ADKA AI reveals new model and benchmarks

- Permalink: https://110010.art/d/21b8c58d14bc4761/
- Original: https://www.adka.ai
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: ADKA AI

Coverage:
- Hacker News (AI) (2026-11-02): [ADKA AI](https://news.ycombinator.com/item?id=50334007) -- lead source

### An illustrated guide to AI agents

- Permalink: https://110010.art/d/41a237af4f5b4485/
- Original: https://github.com/HandsOnLLM/An-Illustrated-Guide-To-AI-Agents
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: An Illustrated Guide to AI Agents

Coverage:
- Hacker News (AI) (2026-11-02): [An Illustrated Guide to AI Agents](https://news.ycombinator.com/item?id=50334004) -- lead source

### Show HN: Shipvo – open-source RN OTA updates and an AI-drivable simulator

- Permalink: https://110010.art/d/dcbd584dc8c1497a/
- Original: https://github.com/shipvo/shipvo
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Shipvo – open-source RN OTA updates and an AI-drivable simulator](https://news.ycombinator.com/item?id=50333957) -- lead source

### Blaize GSP streams AI graphs at the edge

- Permalink: https://110010.art/d/47069169f112482b/
- Original: https://www.jonpeddie.com/news/blaize-gsp-streams-ai-graphs-at-the-edge/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Blaize GSP [Graph Streaming Processor] Streams AI Graphs at the Edge

Coverage:
- Hacker News (AI) (2026-11-02): [Blaize GSP [Graph Streaming Processor] Streams AI Graphs at the Edge](https://news.ycombinator.com/item?id=50333885) -- lead source

### Rocky Linux creator builds a new kernel dubbed "Not Linux" in 11 days using AI.

- Permalink: https://110010.art/d/7a15ccbedfd9483d/
- Original: https://github.com/gmkurtzer/ginux
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Rocky Linux Creator Built a New 'Not Linux' Kernel in 11 Days Using AI

Coverage:
- Hacker News (AI) (2026-11-02): [Rocky Linux Creator Built a New 'Not Linux' Kernel in 11 Days Using AI](https://news.ycombinator.com/item?id=50333727) -- lead source

### List of tiny-to-medium models for web research and coding agents

- Permalink: https://110010.art/d/825935af58ca4fdc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlpkqv/list_of_tinytomedium_models_for_web/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: List of tiny-to-medium models for web research/coding agents
- Tags: [Qwen](https://110010.art/tags/qwen/), [Gemma](https://110010.art/tags/gemma/)

I am compiling a list of models that I think are potentially worth considering for folks who want to run an LLM on a "normal computer", specifically for an agent use case, but without having to buy a $$$$ graphics...

Coverage:
- r/LocalLLaMA (2026-11-02): [List of tiny-to-medium models for web research/coding agents](https://www.reddit.com/r/LocalLLaMA/comments/1xlpkqv/list_of_tinytomedium_models_for_web/) -- lead source
- r/LocalLLaMA (2026-11-04): [AI Agent Task performance of small LLM models (4B and below) in self-assessment set](https://www.reddit.com/r/LocalLLaMA/comments/1xng029/ai_agent_task_performance_of_small_llm_models_4b/)

### The bottlenecks for AI-driven system design; principals are not yet obsolete.

- Permalink: https://110010.art/d/91a67feeae514ddf/
- Original: https://maheshba.bitbucket.io/blog/2026/07/22/agentdesign.html
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: The Bottlenecks for AI-Driven System Design: why Principals are not yet obsolete

Coverage:
- Hacker News (AI) (2026-11-02): [The Bottlenecks for AI-Driven System Design: why Principals are not yet obsolete](https://news.ycombinator.com/item?id=50333584) -- lead source

### Amazon plans to sell Trainium AI chips outside AWS.

- Permalink: https://110010.art/d/7d7638b60e1a4625/
- Original: https://twitter.com/wallstengine/status/2115933466361753652
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Amazon plans to start selling Trainium AI chips outside AWS

Coverage:
- Hacker News (AI) (2026-11-02): [Amazon plans to start selling Trainium AI chips outside AWS](https://news.ycombinator.com/item?id=50333573) -- lead source

### What’s the best open source OCR for batch processing PDFs in 2026?

- Permalink: https://110010.art/d/1c9d96fcba524808/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlp8nd/whats_the_best_open_source_ocr_for_batch/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Whats the best open source OCR for batch processing pdfs in 2026?

trying to settle on a fully local setup for batch processing pdfs. like each file is around 20-25 pages and mostly text, a few tables and now and then a page thats just a photo of paper the shortlist so far - docling...

Coverage:
- r/LocalLLaMA (2026-11-02): [Whats the best open source OCR for batch processing pdfs in 2026?](https://www.reddit.com/r/LocalLLaMA/comments/1xlp8nd/whats_the_best_open_source_ocr_for_batch/) -- lead source

### Asking my AI teacher how to spell seventeen

- Permalink: https://110010.art/d/ca1b97f33abe448f/
- Original: https://twitter.com/huskirl/status/2116941001335947635
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [Asking my AI teacher how to spell seventeen](https://news.ycombinator.com/item?id=50333262) -- lead source

### What happens when the AI money loop breaks?

- Permalink: https://110010.art/d/6faded6b284a42ba/
- Original: https://fvdge.com/AI_Circularity_Stress_Lab.html
- Source: Hacker News (AI)
- Published: 2026-11-02

Coverage:
- Hacker News (AI) (2026-11-02): [What happens when the AI money loop breaks?](https://news.ycombinator.com/item?id=50333118) -- lead source

### Show HN: Arken provides cryptographic identity for AI agents calling MCP servers/APIs

- Permalink: https://110010.art/d/85250200694f41bc/
- Original: https://github.com/arkenforge/arken-core
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Arken – cryptographic identity for AI agents calling MCP servers/APIs

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Arken – cryptographic identity for AI agents calling MCP servers/APIs](https://news.ycombinator.com/item?id=50333115) -- lead source
- Hacker News (AI) (2026-11-02): [Built open-source auth for AI agents calling MCP servers – looking for builders](https://news.ycombinator.com/item?id=50340851)

### Mellum2.1 Thinking with the MTP head enables faster inference by using speculative drafting with a multi-token prediction head

- Permalink: https://110010.art/d/5eb2a258071f48a2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xln8f2/jetbrainsmellum2112ba25bthinkingmtp_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: JetBrains/Mellum2.1-12B-A2.5B-Thinking-MTP · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Mellum2.1 Thinking with the MTP head Multi-token prediction head The multi-token prediction (MTP) head is one extra transformer block, trained together with the model, that predicts the token after the one just...

Coverage:
- r/LocalLLaMA (2026-11-02): [JetBrains/Mellum2.1-12B-A2.5B-Thinking-MTP · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xln8f2/jetbrainsmellum2112ba25bthinkingmtp_hugging_face/) -- lead source

### The economic paradox of AI-generated software

- Permalink: https://110010.art/d/f26ff06014bf495b/
- Original: https://medium.com/@yassien/the-economic-paradox-of-ai-generated-software-93239b25bf1c
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: The Economic Paradox of AI-Generated Software

Coverage:
- Hacker News (AI) (2026-11-02): [The Economic Paradox of AI-Generated Software](https://news.ycombinator.com/item?id=50332890) -- lead source

### Berth, a lightweight Go-based GPU resource manager, coordinates GPU access via leases, priorities, and a queue to manage when apps use VRAM and hand control to the next task.

- Permalink: https://110010.art/d/b313cbd3ac6f4d0f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlmu81/liveswap_cuda_workloads_llamacpp_comfyui_strata/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Live-Swap CUDA Workloads: llama.cpp, ComfyUI, Strata & More
- Tags: [Llama](https://110010.art/tags/llama/), [CUDA](https://110010.art/tags/cuda/)

Berth is a lightweight GPU resource manager written in Go. It controls which applications get access to your GPU, when they get it, and how that access is handed off. Instead of letting every application compete for...

Coverage:
- r/LocalLLaMA (2026-11-02): [Live-Swap CUDA Workloads: llama.cpp, ComfyUI, Strata & More](https://www.reddit.com/r/LocalLLaMA/comments/1xlmu81/liveswap_cuda_workloads_llamacpp_comfyui_strata/) -- lead source

### AI becomes the next abstraction in programming; what should we teach

- Permalink: https://110010.art/d/3c11e064745e46b8/
- Original: https://lernerpython.com/2026/11/01/ai-programming-next-abstraction/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI is programming's next abstraction. What should we teach?

Coverage:
- Hacker News (AI) (2026-11-02): [AI is programming's next abstraction. What should we teach?](https://news.ycombinator.com/item?id=50332797) -- lead source

### Reflection announces an AMA to discuss Beam, their first open-weight model, with the product team on Tuesday Nov 3, 8am-11am PT.

- Permalink: https://110010.art/d/f26f563622b84e8d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlmkk4/ama_announcement_reflection_the_lab_behind_behind/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: AMA Announcement: Reflection, the lab behind behind Beam (Tuesday Nov 3rd, 8am-11am PT)

Join us on Tuesday to meet the product team at Reflection and to learn more about Beam, their first open-weight model!    submitted by    /u/Aggressive-Sign-8167   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [AMA Announcement: Reflection, the lab behind behind Beam (Tuesday Nov 3rd, 8am-11am PT)](https://www.reddit.com/r/LocalLLaMA/comments/1xlmkk4/ama_announcement_reflection_the_lab_behind_behind/) -- lead source
- r/LocalLLaMA (2026-11-03): [We’re the product team at Reflection, the lab behind Beam — Ask Us Anything!](https://www.reddit.com/r/LocalLLaMA/comments/1xmwryg/were_the_product_team_at_reflection_the_lab/)

### Hackers are running riot with AI; its makers want to cash in

- Permalink: https://110010.art/d/7ed53eb2b22b4227/
- Original: https://www.economist.com/business/2026/11/01/hackers-are-running-riot-with-ai-its-makers-want-to-cash-in
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Hackers are running riot with AI. Its makers want to cash in

Coverage:
- Hacker News (AI) (2026-11-02): [Hackers are running riot with AI. Its makers want to cash in](https://news.ycombinator.com/item?id=50332726) -- lead source

### GLM rise and China’s Zhipu AI emerge as notable developments

- Permalink: https://110010.art/d/f415aac10c654593/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xll5ir/the_rise_of_glm_and_chinas_zhipu_ai/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: The Rise of GLM and China’s Zhipu AI

submitted by    /u/wren6991   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-02): [The Rise of GLM and China’s Zhipu AI](https://www.reddit.com/r/LocalLLaMA/comments/1xll5ir/the_rise_of_glm_and_chinas_zhipu_ai/) -- lead source

### How to model "Taarof" with AI [video]

- Permalink: https://110010.art/d/128837a2495847a0/
- Original: https://youtu.be/X7vf7koPxKg?si=qTC7OOblJyWjibv6&t=829
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: How to Model "Taarof" with AI [video]

Coverage:
- Hacker News (AI) (2026-11-02): [How to Model "Taarof" with AI [video]](https://news.ycombinator.com/item?id=50332128) -- lead source

### AI fan wikis riddled with errors muddy games culture

- Permalink: https://110010.art/d/d7b4e624641048f6/
- Original: https://www.eurogamer.net/ai-fan-wikis-errors-complicating-games-culture
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI fan wikis riddled with errors are muddying the waters of games culture

Coverage:
- Hacker News (AI) (2026-11-02): [AI fan wikis riddled with errors are muddying the waters of games culture](https://news.ycombinator.com/item?id=50332086) -- lead source

### AI can write more of the code; we still have to engineer the system

- Permalink: https://110010.art/d/38eaae8cbee347f3/
- Original: https://picon.dev/en/publications/ai-assisted-engineering/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: AI Can Write More of the Code. We Still Have to Engineer the System

Coverage:
- Hacker News (AI) (2026-11-02): [AI Can Write More of the Code. We Still Have to Engineer the System](https://news.ycombinator.com/item?id=50331998) -- lead source
- Hacker News (AI) (2026-11-03): [Engineers use AI to write more code. Where's the AI to fix it?](https://news.ycombinator.com/item?id=50356264)

### Zhipu AI presents itself as China's enterprise AI champion.

- Permalink: https://110010.art/d/50bf511e10f846a1/
- Original: https://www.youtube.com/watch?v=y5YKL75e78Y
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Zhipu AI: China's Enterprise AI Champion [video]

Coverage:
- Hacker News (AI) (2026-11-02): [Zhipu AI: China's Enterprise AI Champion [video]](https://news.ycombinator.com/item?id=50331983) -- lead source

### Show HN: Skep enables live cross-device sessions for AI coding agents

- Permalink: https://110010.art/d/a5b4cad26ab849e6/
- Original: https://skepagent.com/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Skep – live cross-device sessions for AI coding agents

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Skep – live cross-device sessions for AI coding agents](https://news.ycombinator.com/item?id=50331879) -- lead source

### 8 agents run in parallel with 250k context each on two 3090 GPUs, achieving ~600+ tokens per second total

- Permalink: https://110010.art/d/47832b49c7ff4ed6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlk43x/8_agents_250k_context_concurrently_on_two_3090s/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: 8 agents × 250K context, concurrently, on two 3090s (~600+ tok/s total)

I am open to the idea that I am misguided, but my findings feel worth sharing: Short video of my UI with 8 agents each explaining a codebase in parallel long prose: https://imgur.com/JSqlXIi A few days ago I read the...

Coverage:
- r/LocalLLaMA (2026-11-02): [8 agents × 250K context, concurrently, on two 3090s (~600+ tok/s total)](https://www.reddit.com/r/LocalLLaMA/comments/1xlk43x/8_agents_250k_context_concurrently_on_two_3090s/) -- lead source

### Turnkey" app for ebook to audio book

- Permalink: https://110010.art/d/eee3ac0e482a4e5a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xljn4e/turnkey_app_for_ebook_to_audio_book/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: "Turnkey" App for ebook to audio book

There are tons of TTS models, good frameworks like audio.cpp and some prototype UIs. But I don't know of a full-fledged, non-vibecoded (well engineered and maintained) turnkey app like elevenreader that can just take...

Coverage:
- r/LocalLLaMA (2026-11-02): ["Turnkey" App for ebook to audio book](https://www.reddit.com/r/LocalLLaMA/comments/1xljn4e/turnkey_app_for_ebook_to_audio_book/) -- lead source

### Open-source speed posts questioned as frequent claims of 300 t/s are scrutinized for value and benchmarking gaps

- Permalink: https://110010.art/d/966cb5d970e54afd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xljjf2/do_we_really_need_all_these_speed_posts/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Do we really need all these "speed" posts?

I appreciate the research and development that is going into these open source tools. However, there appears to be multiple posts on a daily basis about reaching 300 t/s, and then reading into it:  Running on Q1_XXXS...

Coverage:
- r/LocalLLaMA (2026-11-02): [Do we really need all these "speed" posts?](https://www.reddit.com/r/LocalLLaMA/comments/1xljjf2/do_we_really_need_all_these_speed_posts/) -- lead source

### Patched Strata enables DeepSeek V4.1 agent sessions to start 20× faster on a standard gaming GPU without datacenter; Sam Altman comments on home DRAM usage

- Permalink: https://110010.art/d/2a85a1612bf6424d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xljdnj/sorry_sam_my_quite_terrible_home_dram_is_at_100/
- Source: r/LocalLLaMA
- Published: 2026-11-02
- Original headline: Sorry Sam, my "quite terrible" home DRAM is at 100% now: patched Strata to make DeepSeek V4.1 agent sessions start 20× faster on a good old standard gaming GPU, no datacenter required
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Sam Altman recently said that "from a global allocation perspective, actually, it's quite terrible to have everybody have a bunch of the world's limited supply of DRAM sitting in their own computer, and being used...

Coverage:
- r/LocalLLaMA (2026-11-02): [Sorry Sam, my "quite terrible" home DRAM is at 100% now: patched Strata to make DeepSeek V4.1 agent sessions start 20× faster on a good old standard gaming GPU, no datacenter required](https://www.reddit.com/r/LocalLLaMA/comments/1xljdnj/sorry_sam_my_quite_terrible_home_dram_is_at_100/) -- lead source

### Competition in generative AI: evidence from consumer demand

- Permalink: https://110010.art/d/787638a8c2db4d4b/
- Original: https://www.nber.org/papers/w35953
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Competition in Generative AI: Evidence from Consumer Demand (NBER)

Coverage:
- Hacker News (AI) (2026-11-02): [Competition in Generative AI: Evidence from Consumer Demand (NBER)](https://news.ycombinator.com/item?id=50331511) -- lead source

### Show HN: AI agents team up against spam calls and texts

- Permalink: https://110010.art/d/123d2f015ade4971/
- Original: https://better-together.fun/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: Show HN: Better Together – AI agents team up against spam calls and texts

Coverage:
- Hacker News (AI) (2026-11-02): [Show HN: Better Together – AI agents team up against spam calls and texts](https://news.ycombinator.com/item?id=50331415) -- lead source

### How small can we slice an AI model?

- Permalink: https://110010.art/d/d83a36c5c2f740ae/
- Original: https://operator0x.com/field-notes/weights-still-need-a-home/
- Source: Hacker News (AI)
- Published: 2026-11-02
- Original headline: How Small Can We Slice an AI Model?

Coverage:
- Hacker News (AI) (2026-11-02): [How Small Can We Slice an AI Model?](https://news.ycombinator.com/item?id=50331384) -- lead source

### AI nerfs: are Claude, ChatGPT, and Gemini nerfed today?

- Permalink: https://110010.art/d/79c006234075470e/
- Original: https://ai-nerfs.com
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI Nerfs: Are Claude, ChatGPT, and Gemini Nerfed Today?
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-11-01): [AI Nerfs: Are Claude, ChatGPT, and Gemini Nerfed Today?](https://news.ycombinator.com/item?id=50330883) -- lead source

### Made-of-meat, a listserv for agentic engineering practitioners

- Permalink: https://110010.art/d/f20fd2f8b4ff4eeb/
- Original: https://mom-hub.tryapexti.ai/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Made-of-meat, a listserv for agentic eng practitioners

Coverage:
- Hacker News (AI) (2026-11-01): [Made-of-meat, a listserv for agentic eng practitioners](https://news.ycombinator.com/item?id=50330842) -- lead source

### Tiny 4B coding model generates GLB assets for Godot and other engines

- Permalink: https://110010.art/d/9779aa440df243a7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlh0zw/glb3dcoder_a_tiny_4b_coding_model_that_creates_3d/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: [GLB-3D-Coder] A tiny 4B coding model that creates 3D assets for Godot and other game engines

Hey everyone! After sharing my previous 3D coding model, a lot of you asked about using it to generate assets for your games. That sounded like a fun direction to explore, so I started training a version focused on...

Coverage:
- r/LocalLLaMA (2026-11-01): [[GLB-3D-Coder] A tiny 4B coding model that creates 3D assets for Godot and other game engines](https://www.reddit.com/r/LocalLLaMA/comments/1xlh0zw/glb3dcoder_a_tiny_4b_coding_model_that_creates_3d/) -- lead source

### Kapitsa Apple Silicon Inference Engine shows faster prompt reads and writes for Qwen, Nemotron, Flint, and Clover models on MacBook M5 Max; Flash-Next 180B and Clover 35B join benchmarks

- Permalink: https://110010.art/d/9b2387b33b2343fc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlgu8m/benchmarking_qwen_27b_35b_qfn180b_nemotron_bolt/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Benchmarking: Qwen 27B, 35B, QFN180B; Nemotron Bolt 74B, Flint40B & Clover 35B (Q4 + KFlash) on MacBook M5 Max 2026 with Kapitsa (Apple Silicon Inference Engine)
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Qwen](https://110010.art/tags/qwen/)

hey folks, I'm Ye, one of the contributors to open-source project called Kapitsa, Apple Silicon Inference engine optimized specifically for Apple Silicon to run Qwen, Nemotron, Flint and Clover models locally. Our...

Coverage:
- r/LocalLLaMA (2026-11-01): [Benchmarking: Qwen 27B, 35B, QFN180B; Nemotron Bolt 74B, Flint40B & Clover 35B (Q4 + KFlash) on MacBook M5 Max 2026 with Kapitsa (Apple Silicon Inference Engine)](https://www.reddit.com/r/LocalLLaMA/comments/1xlgu8m/benchmarking_qwen_27b_35b_qfn180b_nemotron_bolt/) -- lead source

### An AI runs a tiny web studio with a year to earn its existence

- Permalink: https://110010.art/d/91a57c98d6ee40b5/
- Original: https://brasspage.com/alive/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [An AI runs a tiny web studio with a year to earn its existence](https://news.ycombinator.com/item?id=50330716) -- lead source

### Avartha: fastest open-weight frontier voice AI beats OpenAI, Google, and xAI

- Permalink: https://110010.art/d/6ca6a4fdf8c343db/
- Original: https://avartha.ai/blog/introducing-avartha/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Avartha: Fastest open-weight frontier voice AI beats OpenAI, Google, and xAI
- Tags: [OpenAI](https://110010.art/tags/openai/), [xAI](https://110010.art/tags/xai/)

Coverage:
- Hacker News (AI) (2026-11-01): [Avartha: Fastest open-weight frontier voice AI beats OpenAI, Google, and xAI](https://news.ycombinator.com/item?id=50330585) -- lead source

### Hackers could poison AI models by tampering with core infrastructure

- Permalink: https://110010.art/d/7c54009a443f4f2e/
- Original: https://www.cybersecuritydive.com/news/ai-hardware-model-tampering-eclypsium/873177/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Hackers could poison AI models by tampering with core infrastructure](https://news.ycombinator.com/item?id=50330512) -- lead source

### Argentina most exposed to AI impact in Latin America.

- Permalink: https://110010.art/d/6e696dda48be40a6/
- Original: https://buenosairesherald.com/business/argentina-most-exposed-to-ai-impact-in-latin-america-study-finds
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Argentina most exposed to AI impact in Latin America

Coverage:
- Hacker News (AI) (2026-11-01): [Argentina most exposed to AI impact in Latin America](https://news.ycombinator.com/item?id=50330481) -- lead source

### PrayForMe—a garden of AI agents that pray for you.

- Permalink: https://110010.art/d/1486b975b32d4cce/
- Original: https://prayforme.garden/garden/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: PrayForMe – a garden of AI agents that pray for you

Coverage:
- Hacker News (AI) (2026-11-01): [PrayForMe – a garden of AI agents that pray for you](https://news.ycombinator.com/item?id=50330283) -- lead source

### Speedy performs well against qwen3.8 FN

- Permalink: https://110010.art/d/f07a7c9023e9469c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlfhrd/speedy_is_shockingly_good_for_qwen38_fn/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Speedy is shockingly good for qwen3.8 FN
- Tags: [Qwen](https://110010.art/tags/qwen/)

I had just finished setting up avalon, then i found speedy, which crushed avalon. https://github.com/freriadoc/Avalon https://github.com/DevDock-AI/Speedy Hardware: 4090, 128gb ddr5 3600, ryzen 9 7950x ISTA IQ3_S...

Coverage:
- r/LocalLLaMA (2026-11-01): [Speedy is shockingly good for qwen3.8 FN](https://www.reddit.com/r/LocalLLaMA/comments/1xlfhrd/speedy_is_shockingly_good_for_qwen38_fn/) -- lead source

### Show HN: Nonce provides open-source, least-privilege Gmail access for AI agents

- Permalink: https://110010.art/d/aafbf8bfe7e84127/
- Original: https://www.anonce.io/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: Nonce – Open-source, least-privilege Gmail access for AI agents

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: Nonce – Open-source, least-privilege Gmail access for AI agents](https://news.ycombinator.com/item?id=50330213) -- lead source

### Show HN: Building an AI traffic guardrail (kilasec)

- Permalink: https://110010.art/d/35e3e1337c6f4788/
- Original: https://kilasec.com
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: Building an AI Traffic Guardrail(kilasec)

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: Building an AI Traffic Guardrail(kilasec)](https://news.ycombinator.com/item?id=50330158) -- lead source

### Early career researchers respond to AI in math

- Permalink: https://110010.art/d/10023c66dc274dcd/
- Original: https://arxiv.org/abs/2610.40584
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Early Career Researcher Responses to AI in Math

Coverage:
- Hacker News (AI) (2026-11-01): [Early Career Researcher Responses to AI in Math](https://news.ycombinator.com/item?id=50330023) -- lead source

### Commodore 64 AI image generator

- Permalink: https://110010.art/d/916d2884a81c4cdb/
- Original: https://hackaday.io/project/195819-commodore-64-ai-image-generator
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Commodore 64 AI Image Generator

Coverage:
- Hacker News (AI) (2026-11-01): [Commodore 64 AI Image Generator](https://news.ycombinator.com/item?id=50330018) -- lead source

### About Platform Engineering and AI

- Permalink: https://110010.art/d/5953af21db324151/
- Original: https://eltonminetto.dev/en/post/2026-10-04-platform-engineering-p5/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [About Platform Engineering and AI](https://news.ycombinator.com/item?id=50329989) -- lead source

### So I guess everyone uses LLMs to think now

- Permalink: https://110010.art/d/c9fd04d9fbda4d33/
- Original: https://eva.ac/blog/llms
- Source: Lobsters (AI)
- Published: 2026-11-01
- Original headline: so i guess everyone uses llms to think now

Comments

Coverage:
- Lobsters (AI) (2026-11-01): [so i guess everyone uses llms to think now](https://eva.ac/blog/llms) -- lead source

### Gnosh.ai for "Functional AI"; functional context management, no compaction

- Permalink: https://110010.art/d/9eb32b2bf27046a5/
- Original: https://gnosh.ai/head-to-head.html
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Gnosh.ai for "Functional AI"; functional context management, no compaction](https://news.ycombinator.com/item?id=50329860) -- lead source

### Qwen writes a Bend program, validates it with Bend2 rules, and runs it inside its own forward pass

- Permalink: https://110010.art/d/dccb1244d059440c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xle8ta/qwenbend_qwen_writes_a_bend_program_then_the_same/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: QwenBend : Qwen writes a Bend program, then the same model type checks it with Bend2 rules and runs it inside its own forward pass
- Tags: [Qwen](https://110010.art/tags/qwen/)

This is next step to Qwenputer perhaps the step that shouldn't have been taken but here it goes Qwen writes a Bend program, then the same model type checks it with Bend2 rules and runs it inside its own forward pass...

Coverage:
- r/LocalLLaMA (2026-11-01): [QwenBend : Qwen writes a Bend program, then the same model type checks it with Bend2 rules and runs it inside its own forward pass](https://www.reddit.com/r/LocalLLaMA/comments/1xle8ta/qwenbend_qwen_writes_a_bend_program_then_the_same/) -- lead source
- r/LocalLLaMA (2026-11-02): [Qwen 3.8 27b is sometimes so smart it scares me...](https://www.reddit.com/r/LocalLLaMA/comments/1xmbym0/qwen_38_27b_is_sometimes_so_smart_it_scares_me/)
- r/LocalLLaMA (2026-11-03): [What Qwen is thinking when it gets stuck saying "Wait"](https://www.reddit.com/r/LocalLLaMA/comments/1xms9ii/what_qwen_is_thinking_when_it_gets_stuck_saying/)

### Gemma 4 E4B remains the best small model for a local tool-calling personal assistant, per user experience and capabilities cited

- Permalink: https://110010.art/d/d18e9513467e4658/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xle3ul/is_gemma_4_e4b_still_the_best_small_model_for_a/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Is Gemma 4 E4B still the best small model for a local, tool-calling personal assistant? What am I missing?
- Tags: [Gemma](https://110010.art/tags/gemma/)

I run a local assistant on a Mac (MLX via oMLX, 24 GB M5 Pro). It needs to call tools reliably across mail, calendar, notes and files, chain a few calls, and reply in a short, calm voice. It also has to...

Coverage:
- r/LocalLLaMA (2026-11-01): [Is Gemma 4 E4B still the best small model for a local, tool-calling personal assistant? What am I missing?](https://www.reddit.com/r/LocalLLaMA/comments/1xle3ul/is_gemma_4_e4b_still_the_best_small_model_for_a/) -- lead source

### Turn Superlogical’s Rex into an AI harness

- Permalink: https://110010.art/d/d73d66048c8b4e51/
- Original: https://github.com/alpcanaydin/rexmod/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Turn Superlogical's Rex into an AI Harness

Coverage:
- Hacker News (AI) (2026-11-01): [Turn Superlogical's Rex into an AI Harness](https://news.ycombinator.com/item?id=50329578) -- lead source

### An easy way to try local AI with braindead-local-intelligence

- Permalink: https://110010.art/d/71b35c7978fe4cad/
- Original: https://dataswamp.org/~solene/2026-11-01-braindead-local-intelligence.html
- Source: Lobsters (AI)
- Published: 2026-11-01

Comments

Coverage:
- Lobsters (AI) (2026-11-01): [An easy way to try local AI with braindead-local-intelligence](https://news.ycombinator.com/item?id=50356887) -- lead source

### Are There Problems Beyond the Reach of AI [video]

- Permalink: https://110010.art/d/6a43321ba94f42a7/
- Original: https://www.youtube.com/watch?v=NWNbAEivyvs
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Are There Problems Beyond the Reach of AI [video]](https://news.ycombinator.com/item?id=50329218) -- lead source

### Show HN: Castov – open-source dev tools and AI secret shield with zero telemetry

- Permalink: https://110010.art/d/5bd4593bd40c40f1/
- Original: https://castov.com
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: Castov – A local-first desktop automation engine using local AI

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: Castov – A local-first desktop automation engine using local AI](https://news.ycombinator.com/item?id=50329149) -- lead source

### Slop Code Monitor scanned 2.6B lines of code to quantify AI cognitive debt

- Permalink: https://110010.art/d/8b8caeee3014483b/
- Original: https://slopcodemonitor.ai/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Slop Code Monitor – scanned 2.6B of code to quantify AI cognitive debt

Coverage:
- Hacker News (AI) (2026-11-01): [Slop Code Monitor – scanned 2.6B of code to quantify AI cognitive debt](https://news.ycombinator.com/item?id=50328840) -- lead source

### What mistakes did AI make in your codebase?

- Permalink: https://110010.art/d/6abe4a7a327945ec/
- Original: https://news.ycombinator.com/item?id=50328797
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Ask HN: What mistakes did AI make in your codebase?

Coverage:
- Hacker News (AI) (2026-11-01): [Ask HN: What mistakes did AI make in your codebase?](https://news.ycombinator.com/item?id=50328797) -- lead source

### AI for everyone would cost a tenth of a kettle a day

- Permalink: https://110010.art/d/c5de759921fb4d6b/
- Original: https://allyburns.com/musings/ai-for-all/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: "AI for everyone would cost a tenth of a kettle a day

Coverage:
- Hacker News (AI) (2026-11-01): ["AI for everyone would cost a tenth of a kettle a day](https://news.ycombinator.com/item?id=50328776) -- lead source

### Llama2.c runs on a 2006 iPod @ 80 MHz with 64 MB RAM and no FPU, using integer math and lookup tables for exp/softmax and RMSNorm on a 15M model

- Permalink: https://110010.art/d/5fffdb6b82114c9c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xlboqi/llama2c_on_a_2006_ipod_80_mhz_w_64_mb_ram_and_no/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: llama2.c on a 2006 iPod @ 80 MHz w/ 64 MB ram and no FPU

hardware: PortalPlayer PP5022, ARM7TDMI @ 80 MHz, 64 MB ram wrote a fun rockbox plugin that runs Karpathy's llama2.c TinyStories models on an ipod video 5.5G. since there's no FPU, I ported llama2.c's int8 runq.c to...

Coverage:
- r/LocalLLaMA (2026-11-01): [llama2.c on a 2006 iPod @ 80 MHz w/ 64 MB ram and no FPU](https://www.reddit.com/r/LocalLLaMA/comments/1xlboqi/llama2c_on_a_2006_ipod_80_mhz_w_64_mb_ram_and_no/) -- lead source

### Versuscraft provides fact-checked AI comparison posts for developer tools

- Permalink: https://110010.art/d/371aeb68956a4d79/
- Original: https://versuscraft.xyz/sample
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Versuscraft: Fact-checked AI comparison posts for dev tools

Coverage:
- Hacker News (AI) (2026-11-01): [Versuscraft: Fact-checked AI comparison posts for dev tools](https://news.ycombinator.com/item?id=50328665) -- lead source

### It wasn't the AI that flipped Proton's charge.

- Permalink: https://110010.art/d/fddbf9367b2c487a/
- Original: https://blog.raed.dev/posts/proton-loser-thinking/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: It wasn't AI that flipped Proton's charge

Coverage:
- Hacker News (AI) (2026-11-01): [It wasn't AI that flipped Proton's charge](https://news.ycombinator.com/item?id=50328488) -- lead source

### I didn’t hand my NPM updates to an AI

- Permalink: https://110010.art/d/11bcb1327ab74089/
- Original: https://medium.com/@balazs.csaba.diy/why-i-didnt-hand-my-npm-updates-to-an-ai-ca5603552e70
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: I didn't hand my NPM updates to an AI

Coverage:
- Hacker News (AI) (2026-11-01): [I didn't hand my NPM updates to an AI](https://news.ycombinator.com/item?id=50328319) -- lead source

### Muse AI agent operates as a commercial surveillance network disguised as an AI assistant

- Permalink: https://110010.art/d/61b2e68d870f453e/
- Original: https://paulfwalsh.substack.com/p/metas-muse-ai-agent-is-a-commercial
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Muse AI agent is a commercial surveillance network disguised as an AI assistant
- Tags: [Meta Muse](https://110010.art/tags/meta-muse/)

Coverage:
- Hacker News (AI) (2026-11-01): [Muse AI agent is a commercial surveillance network disguised as an AI assistant](https://news.ycombinator.com/item?id=50328293) -- lead source

### AI skills becoming obsolete after months, new study finds

- Permalink: https://110010.art/d/87d5ac41947144b3/
- Original: https://jakobbr.eu/2026/10/14/hot-take-ai-skills-already-getting-obsolete-after-months/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Hot take: AI skills getting obsolete after months

Coverage:
- Hacker News (AI) (2026-11-01): [Hot take: AI skills getting obsolete after months](https://news.ycombinator.com/item?id=50328234) -- lead source

### Italian police used AI to identify $200M worth of stolen art and antiquities

- Permalink: https://110010.art/d/dbbade5d57fe4b63/
- Original: https://www.artnews.com/art-news/news/italian-police-ai-identify-stolen-art-antiquities-1234804277/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Italian Police Used AI to Identify $200M. Worth of Stolen Art and Antiquities

Coverage:
- Hacker News (AI) (2026-11-01): [Italian Police Used AI to Identify $200M. Worth of Stolen Art and Antiquities](https://news.ycombinator.com/item?id=50328143) -- lead source

### Silencio-2: an 18M TTS with emotion and sound tags, ~20x realtime on CPU (open weights)

- Permalink: https://110010.art/d/b0352cb959f64db1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl9yfi/silencio2_an_18m_tts_with_emotion_and_sound_tags/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

I made this, so treat it as biased. It is free and open, with no paid tier or API behind it. Silencio-2 is a fine-tune of Kyutai's Pocket TTS 18M that follows tags written inside the text: What a long day. [sigh]...

Coverage:
- r/LocalLLaMA (2026-11-01): [Silencio-2: an 18M TTS with emotion and sound tags, ~20x realtime on CPU (open weights)](https://www.reddit.com/r/LocalLLaMA/comments/1xl9yfi/silencio2_an_18m_tts_with_emotion_and_sound_tags/) -- lead source

### We tested 12 search APIs for AI agents; even the best one isn’t enough

- Permalink: https://110010.art/d/bc383162332e4b36/
- Original: https://telem.ai/blog/even-the-best-search-provider
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: We tested 12 search APIs for AI agents. Even the best one isn't enough

Coverage:
- Hacker News (AI) (2026-11-01): [We tested 12 search APIs for AI agents. Even the best one isn't enough](https://news.ycombinator.com/item?id=50327934) -- lead source

### AI-powered automatic lockpick machine [video]

- Permalink: https://110010.art/d/d1842dcdf4b14019/
- Original: https://www.youtube.com/watch?v=o4AUKGdScNI
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: DIY AI Lockpicking Robot: ESP32 and Claude AI Opens Any Lock [video]
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-01): [DIY AI Lockpicking Robot: ESP32 and Claude AI Opens Any Lock [video]](https://news.ycombinator.com/item?id=50327831) -- lead source

### AI software clones target big-name companies like Adobe

- Permalink: https://110010.art/d/e5086da670624220/
- Original: https://www.engadget.com/2302459/ai-software-clones-coming-for-big-name-companies-adobe/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI Software Clones Are Coming for Big-Name Companies Like Adobe

Coverage:
- Hacker News (AI) (2026-11-01): [AI Software Clones Are Coming for Big-Name Companies Like Adobe](https://news.ycombinator.com/item?id=50327750) -- lead source

### AI data annotation and evaluation contractor announces new compliance and scale plan

- Permalink: https://110010.art/d/a4e643276b6a40cf/
- Original: https://iungotech.com
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI Data Annotation and Evaluation Contractor

Coverage:
- Hacker News (AI) (2026-11-01): [AI Data Annotation and Evaluation Contractor](https://news.ycombinator.com/item?id=50327747) -- lead source

### Meet Ava: in-browser local AI avatar with LFM3-Omni and WebGPU

- Permalink: https://110010.art/d/cf6c51e852a349ec/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl9577/meet_ava_inbrowser_local_ai_avatar_with_lfm3omni/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Meet Ava: In-browser local AI avatar with LFM3-Omni and WebGPU
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

here: https://huggingface.co/spaces/townbox/ava    submitted by    /u/paf1138   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [Meet Ava: In-browser local AI avatar with LFM3-Omni and WebGPU](https://www.reddit.com/r/LocalLLaMA/comments/1xl9577/meet_ava_inbrowser_local_ai_avatar_with_lfm3omni/) -- lead source
- r/LocalLLaMA (2026-11-02): [LFM3 Omni 2B is INCREDIBLE](https://www.reddit.com/r/LocalLLaMA/comments/1xlk2kb/lfm3_omni_2b_is_incredible/)

### Coding is solved* (exclusions apply)

- Permalink: https://110010.art/d/cbc52e923d8b4a4e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl90rr/coding_is_solved_exclusions_apply/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Tags: [Gemma](https://110010.art/tags/gemma/)

Good news, everyone! Having been inspired to revolutionize the field of computer science, I can now report that coding is solved! Sure, only if you care about x86 Linux binaries that print and exit, but "big...

Coverage:
- r/LocalLLaMA (2026-11-01): [Coding is solved* (exclusions apply)](https://www.reddit.com/r/LocalLLaMA/comments/1xl90rr/coding_is_solved_exclusions_apply/) -- lead source

### Measuring AI impact: what your velocity chart cannot tell the CFO

- Permalink: https://110010.art/d/bc2d5e223a2d47f9/
- Original: https://age-of-product.com/measuring-ai-impact/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Measuring AI Impact: What Your "Velocity Chart" Cannot Tell the CFO

Coverage:
- Hacker News (AI) (2026-11-01): [Measuring AI Impact: What Your "Velocity Chart" Cannot Tell the CFO](https://news.ycombinator.com/item?id=50327635) -- lead source

### AI-written resumes tend to sound similar across samples

- Permalink: https://110010.art/d/5694001826b8400e/
- Original: https://self.cv/en/blog/do-ai-career-websites-sound-the-same
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Do AI-Written Resumes (CVs) All Sound the Same?

Coverage:
- Hacker News (AI) (2026-11-01): [Do AI-Written Resumes (CVs) All Sound the Same?](https://news.ycombinator.com/item?id=50327569) -- lead source

### Regarding recent events...

- Permalink: https://110010.art/d/21f88ef6d37449c0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl8hr9/regarding_recent_events/
- Source: r/LocalLLaMA
- Published: 2026-11-01

It's not even funny anymore     submitted by    /u/QuackerEnte   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [Regarding recent events...](https://www.reddit.com/r/LocalLLaMA/comments/1xl8hr9/regarding_recent_events/) -- lead source

### Open weights diffusion models: user experiences and concerns about filters and openness

- Permalink: https://110010.art/d/b68c4d727e95498b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl8bwv/good_open_weights_diffusion_models/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Good open weights diffusion models?

Do people here have good experience with open weights diffusion models? I tried Mercury 3 recently and I felt it had a different taste, attitude, way of thinking that was actually refreshing. Unfortunately, its...

Coverage:
- r/LocalLLaMA (2026-11-01): [Good open weights diffusion models?](https://www.reddit.com/r/LocalLLaMA/comments/1xl8bwv/good_open_weights_diffusion_models/) -- lead source

### I built Frontier UI to give local LLMs ChatGPT-style visual responses in Open WebUI.

- Permalink: https://110010.art/d/d78bc9379f424e69/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl7jr0/i_built_frontier_ui_to_give_local_llms/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: I built Frontier UI to give local LLMs ChatGPT-style visual responses in Open WebUI (maps, photos, interactive charts, Office exports, etc.)
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

https://i.redd.it/97has5lk21zh1.gif I've been running local LLMs through Open WebUI for a while now, and one thing I've always wished it had was something similar to ChatGPT's newer visual responses. Don't get me...

Coverage:
- r/LocalLLaMA (2026-11-01): [I built Frontier UI to give local LLMs ChatGPT-style visual responses in Open WebUI (maps, photos, interactive charts, Office exports, etc.)](https://www.reddit.com/r/LocalLLaMA/comments/1xl7jr0/i_built_frontier_ui_to_give_local_llms/) -- lead source

### Reviewing 2,000 lines of AI-generated code

- Permalink: https://110010.art/d/d2cdb790267c462f/
- Original: https://bytesizedbets.com/p/how-to-review-a-2000-line-ai-written
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: How I Review 2K Lines of AI Generated Code

Coverage:
- Hacker News (AI) (2026-11-01): [How I Review 2K Lines of AI Generated Code](https://news.ycombinator.com/item?id=50327134) -- lead source
- Hacker News (AI) (2026-11-04): [Reviewing AI-Generated Code](https://news.ycombinator.com/item?id=50367057)

### Ask HN: Is last week a signal that AI is a bubble waiting to burst

- Permalink: https://110010.art/d/32b862abf42b4663/
- Original: https://news.ycombinator.com/item?id=50327089
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Ask HN: Is last week a signal that AI is a bubble waiting to burst](https://news.ycombinator.com/item?id=50327089) -- lead source

### Ask HN: User lost all Claude credits

- Permalink: https://110010.art/d/77c782f2a65540bd/
- Original: https://news.ycombinator.com/item?id=50326994
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Ask HN: Lost all my Claude credits
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-01): [Ask HN: Lost all my Claude credits](https://news.ycombinator.com/item?id=50326994) -- lead source

### Prediction markets for AI research: can we price scientific truth?

- Permalink: https://110010.art/d/4bbe777cba9f4495/
- Original: https://agentbook2.whf.bz/t/48/prediction-markets-for-ai-research-can-we-price-scientific-truth
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Prediction markets for AI research: can we price scientific truth?](https://news.ycombinator.com/item?id=50326855) -- lead source

### Rampocalypse Now

- Permalink: https://110010.art/d/841a4985ee454838/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl6nj2/rampocalypse_now/
- Source: r/LocalLLaMA
- Published: 2026-11-01

submitted by    /u/crantob   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [Rampocalypse Now](https://www.reddit.com/r/LocalLLaMA/comments/1xl6nj2/rampocalypse_now/) -- lead source

### Codedict, a no-AI code index, reduces Claude Code tokens by 63%

- Permalink: https://110010.art/d/6969aec33d2247c9/
- Original: https://github.com/Marqueos/codedict
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Codedict – a no-AI code index that cut my Claude Code tokens by 63%
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-01): [Codedict – a no-AI code index that cut my Claude Code tokens by 63%](https://news.ycombinator.com/item?id=50326786) -- lead source

### Clear evidence of AI’s impact on the labor market emerges, researchers say

- Permalink: https://110010.art/d/4e3bb07f0ac3411f/
- Original: https://www.ft.com/content/7f27aa5f-5994-4f82-aed8-1cade18fb487
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Is this the first clear evidence of AI's impact on the labour market?

Coverage:
- Hacker News (AI) (2026-11-01): [Is this the first clear evidence of AI's impact on the labour market?](https://news.ycombinator.com/item?id=50326776) -- lead source

### RX 7900 XTX shows speedup running qwen3.8 27B with elpis on 7900xtx

- Permalink: https://110010.art/d/f169f4b91cd44ef4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl65xy/7900xtx_got_speedup/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: 7900xtx got speedup
- Tags: [Qwen](https://110010.art/tags/qwen/)

If you are running qwen3.8 27B on rx7900xtx check this out it's a super nice speedup https://github.com/thefahien/elpis-on-7900xtx    submitted by    /u/darc_knigh   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [7900xtx got speedup](https://www.reddit.com/r/LocalLLaMA/comments/1xl65xy/7900xtx_got_speedup/) -- lead source

### LFM3-1.7b shows strong performance for compression and summarization; 4.1k t/s prefill and ~78 t/s decode on Strix Halo iGPU, with higher coherence when tensor-split across 7900 XTX + XT

- Permalink: https://110010.art/d/52514c9fb69b497d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl64ho/lfm317b_seems_impressive/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: LFM3-1.7b seems impressive
- Tags: [Strix Halo](https://110010.art/tags/strix-halo/), [Llama](https://110010.art/tags/llama/)

Been testing Liquid's LFM3-1.7B (Q8_0 GGUF, llama.cpp, ROCm) as a candidate for compression and summarization work 4.1k t/s prefill and ~78 t/s decode on a Strix Halo iGPU ~7.1k / ~151 if you tensor-split it across a...

Coverage:
- r/LocalLLaMA (2026-11-01): [LFM3-1.7b seems impressive](https://www.reddit.com/r/LocalLLaMA/comments/1xl64ho/lfm317b_seems_impressive/) -- lead source

### Drex-Max v1: Open-weight 27B multimodal decision model with 262K context and local inference on Apple Silicon

- Permalink: https://110010.art/d/6793e503919c4188/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl5yfs/release_drex_max_v1_openweight_27b_multimodal/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: [Release] Drex Max v1: Open-weight 27B multimodal decision model, 262K context, local inference on Apple Silicon
- Tags: [Jev](https://110010.art/tags/jev/), [NVIDIA](https://110010.art/tags/nvidia/)

hey llamas, we open-sourced Drex-Max v1 at Nace.AI. it's a dense 27B multimodal decision model, released under Open RAIL-M. the main difference from a normal LLM is that it doesn't generate anything. no tokens, no...

Coverage:
- r/LocalLLaMA (2026-11-01): [[Release] Drex Max v1: Open-weight 27B multimodal decision model, 262K context, local inference on Apple Silicon](https://www.reddit.com/r/LocalLLaMA/comments/1xl5yfs/release_drex_max_v1_openweight_27b_multimodal/) -- lead source

### Ransomware gang bypasses AI guardrails by posing as red-team testers

- Permalink: https://110010.art/d/4410964f74e44b92/
- Original: https://www.sophos.com/en-us/blog/ai-used-in-aur0ra-ransomware-testing-and-execution
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Ransomware gang bypassed AI guardrails by posing as red-team testers

Coverage:
- Hacker News (AI) (2026-11-01): [Ransomware gang bypassed AI guardrails by posing as red-team testers](https://news.ycombinator.com/item?id=50326504) -- lead source

### How to prove what your AI agent did – ZizkaDB's two GitHub Actions

- Permalink: https://110010.art/d/b09068cb6afb4610/
- Original: https://medium.com/@MirArshadTalpur/how-to-prove-what-your-ai-agent-did-in-minutes-zizkadbs-two-github-actions-and-mcp-listing-7d3d6669dab6
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: How to Prove What Your AI Agent Did – ZizkaDB's Two GitHub Actions

Coverage:
- Hacker News (AI) (2026-11-01): [How to Prove What Your AI Agent Did – ZizkaDB's Two GitHub Actions](https://news.ycombinator.com/item?id=50326345) -- lead source

### Anthropic releases new open-source Mythos class model with 14T parameters

- Permalink: https://110010.art/d/eab6357ad10a44e0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl53lu/anthropic_releases_new_open_source_mythos_class/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Anthropic releases new open source mythos class model 14T parameters.
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude Mythos](https://110010.art/tags/claude-mythos/), [Hugging Face](https://110010.art/tags/hugging-face/)

https://huggingface.co/burner22/numbat If this is real...    submitted by    /u/NoFutureBen   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [Anthropic releases new open source mythos class model 14T parameters.](https://www.reddit.com/r/LocalLLaMA/comments/1xl53lu/anthropic_releases_new_open_source_mythos_class/) -- lead source

### Bots are improving at chatting and local deployment; user comments suggest less repetitive phrasing and more immersive, face-related image generation tactics

- Permalink: https://110010.art/d/d12f94c29e86465f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl52qg/anyone_else_notice_that_bots_seem_to_be_getting/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Anyone else notice that bots seem to be getting better? What are they doing, and do you think it can be done locally for more immersive chats with our models?

I don’t just mean speaking in lowercase, but also the phrasing is much less repetitive (but still there somehow?) Here’s some comments I’m fairly certain is from a bot for example, all from the same account: “I’ve...

Coverage:
- r/LocalLLaMA (2026-11-01): [Anyone else notice that bots seem to be getting better? What are they doing, and do you think it can be done locally for more immersive chats with our models?](https://www.reddit.com/r/LocalLLaMA/comments/1xl52qg/anyone_else_notice_that_bots_seem_to_be_getting/) -- lead source

### AI as social technology

- Permalink: https://110010.art/d/8dba9e191cd84fd2/
- Original: https://knightcolumbia.org/content/ai-as-social-technology
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI as Social Technology

Coverage:
- Hacker News (AI) (2026-11-01): [AI as Social Technology](https://news.ycombinator.com/item?id=50326124) -- lead source

### What is the best Speech to Text Local Model? Fable on AI generated audio; Nemotron 3.5 Transcribe came in first

- Permalink: https://110010.art/d/0b18a2df29d447b3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl4f4h/what_is_the_best_speech_to_text_local_model/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: What is the best Speech to Text Local Model?
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

I ran tests with Fable on AI generated Audio. Nemotron 3.5 Transcribe came in first. but I was curious about anyone has used other models and compared against. this.  My use case is Audio transcription of 3 unique...

Coverage:
- r/LocalLLaMA (2026-11-01): [What is the best Speech to Text Local Model?](https://www.reddit.com/r/LocalLLaMA/comments/1xl4f4h/what_is_the_best_speech_to_text_local_model/) -- lead source

### People aren’t paying attention when buying hardware for AI systems, says a seller refuting high prices for AI-ready PC configurations

- Permalink: https://110010.art/d/1413014cc384496a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl4ckr/dont_people_pay_attention_anymore_when_buying/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Don't people pay attention anymore when buying hardware for AI?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I was trying to sell my old AM4 system, X470 / Ryzen 5 5600 / 64GB / RX580 / 1TB NVME and it didn't sell. Granted it was a bit pricey at 750€, because I took into account the current local RAM and NVME pricing....

Coverage:
- r/LocalLLaMA (2026-11-01): [Don't people pay attention anymore when buying hardware for AI?](https://www.reddit.com/r/LocalLLaMA/comments/1xl4ckr/dont_people_pay_attention_anymore_when_buying/) -- lead source

### Opt out of AI use at work based on religious freedoms law

- Permalink: https://110010.art/d/71572686c1ec4afd/
- Original: https://fortune.com/2026/10/30/kentucky-administrator-ai-religious-exemption-title-vii-humanism/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Opt out of AI use at work based on religious freedoms law](https://news.ycombinator.com/item?id=50326000) -- lead source

### NVIDIA stockpiles GPUs in warehouses; Ed Zitron criticizes Altman’s RAM comment

- Permalink: https://110010.art/d/e91bede282354254/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl4bjz/while_altman_complains_about_your_audacity_of/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: While Altman complains about your audacity of having RAM in your PC, more than half of NVIDIA's GPUs are unproductive stocked in warehouses says author Ed Zitron
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

https://x.com/edzitron/status/2102425034241307030    submitted by    /u/dreamyrhodes   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [While Altman complains about your audacity of having RAM in your PC, more than half of NVIDIA's GPUs are unproductive stocked in warehouses says author Ed Zitron](https://www.reddit.com/r/LocalLLaMA/comments/1xl4bjz/while_altman_complains_about_your_audacity_of/) -- lead source

### Terence Tao on how AI math solutions miss the point

- Permalink: https://110010.art/d/d6b26796186242dd/
- Original: https://www.sciencefriday.com/segments/terence-tao-ai-math-solutions/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Terence Tao on how AI math solutions miss the point](https://news.ycombinator.com/item?id=50325983) -- lead source

### Show HN: Let formal specs test AI implementations

- Permalink: https://110010.art/d/17107c476e1d4c6b/
- Original: https://github.com/mrasu/spec-guardian
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: Let formal specs test AI implementations](https://news.ycombinator.com/item?id=50325878) -- lead source

### Switching to EPYC: what I had to fix, and before/after numbers

- Permalink: https://110010.art/d/55fd006dd5504279/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl3cnv/switching_to_epyc_what_i_had_to_fix_and/
- Source: r/LocalLLaMA
- Published: 2026-11-01

Same GPUs before and after:  RTX 3090 FE RTX 5070 Ti 2× RTX 5060 Ti 16 GB (one is out waiting for a riser, so the big MoE runs below use 3 cards, against 4 before).    Component Before After    CPU / board Core Ultra...

Coverage:
- r/LocalLLaMA (2026-11-01): [Switching to EPYC: what I had to fix, and before/after numbers](https://www.reddit.com/r/LocalLLaMA/comments/1xl3cnv/switching_to_epyc_what_i_had_to_fix_and/) -- lead source

### Vibe coding an autonomous agent harness in Go: self-healing AI workflows

- Permalink: https://110010.art/d/4077e26a2e404068/
- Original: https://medium.com/@vishwanathanraman/vibe-coding-an-autonomous-agent-harness-in-go-from-zero-to-self-healing-ai-workflows-785d82f981b6
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Vibe Coding an Autonomous Agent Harness in Go: Self-Healing AI Workflows

Coverage:
- Hacker News (AI) (2026-11-01): [Vibe Coding an Autonomous Agent Harness in Go: Self-Healing AI Workflows](https://news.ycombinator.com/item?id=50325578) -- lead source
- Hacker News (AI) (2026-11-02): [Vibe-Coding a Game in 2026: What AI Builds, What Breaks](https://news.ycombinator.com/item?id=50340109)

### Agentic AI is myth set in motion.

- Permalink: https://110010.art/d/1722671becf646b4/
- Original: https://www.programmablemutter.com/p/agentic-ai-is-myth-set-in-motion
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Agentic AI is myth set in motion

Coverage:
- Hacker News (AI) (2026-11-01): [Agentic AI is myth set in motion](https://news.ycombinator.com/item?id=50325547) -- lead source
- Hacker News (AI) (2026-11-02): [Agentic AI Is Myth Set in Motion](https://news.ycombinator.com/item?id=50332768)

### Person builds a massive local AI workstation with 128GB RAM and two RTX 6000 GPUs to run local AI after market hours; user plans to experiment with firmware hacking and Frankenstein gadgets.

- Permalink: https://110010.art/d/00d3a7c5eb0d436b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl2yt5/128gb_ram_2x_rtx6000_blackwell_lots_and_lots_of/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: 128GB ram, 2x rtx6000 blackwell, lots and lots of storage, but stuck in paralysis choosing a harness / model
- Tags: [Blackwell](https://110010.art/tags/blackwell/)

I have been accumulating parts for over 8 months to merge all of my existing hardware into one massive workstation. I finally had the time to do it, and while I use the GPUs for algo trading from 9:30 to 4:15 p.m., I...

Coverage:
- r/LocalLLaMA (2026-11-01): [128GB ram, 2x rtx6000 blackwell, lots and lots of storage, but stuck in paralysis choosing a harness / model](https://www.reddit.com/r/LocalLLaMA/comments/1xl2yt5/128gb_ram_2x_rtx6000_blackwell_lots_and_lots_of/) -- lead source

### A 90% chance of AI saving humanity

- Permalink: https://110010.art/d/04ef14a99ebe4910/
- Original: https://joshbocanegra.medium.com/a-90-chance-of-ai-saving-humanity-bf12fb7914ee
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: A 90% Chance of AI Saving Humanity

Coverage:
- Hacker News (AI) (2026-11-01): [A 90% Chance of AI Saving Humanity](https://news.ycombinator.com/item?id=50325398) -- lead source

### Heretic 2.0 released; model modification for everyone

- Permalink: https://110010.art/d/0c612505514c4e93/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xl2tcm/heretic_20_released_model_modification_for/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Heretic 2.0 released: Model modification for everyone
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Dear fellow Llamas, after almost 5 months of development, I finally have the pleasure of announcing to you the immediate availability of the biggest Heretic release ever, Heretic 2.0: https://github.com/p-e-w/heretic...

Coverage:
- r/LocalLLaMA (2026-11-01): [Heretic 2.0 released: Model modification for everyone](https://www.reddit.com/r/LocalLLaMA/comments/1xl2tcm/heretic_20_released_model_modification_for/) -- lead source

### Tell HN: Mistrap Pro includes DeepSeek v4.1 Flash 1017

- Permalink: https://110010.art/d/31448e66ac9342be/
- Original: https://docs.mistral.ai/models/deepseek-v4-flash-1017
- Source: Hacker News (AI)
- Published: 2026-11-01
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Coverage:
- Hacker News (AI) (2026-11-01): [Tell HN: Mistrap Pro includes DeepSeek v4.1 Flash 1017](https://news.ycombinator.com/item?id=50325219) -- lead source

### What we should be asking about AI

- Permalink: https://110010.art/d/e9df6231634d4c10/
- Original: https://www.cnn.com/2026/10/30/business/ai-stocks-bonds-debt
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: The question we should all be asking about AI

Coverage:
- Hacker News (AI) (2026-11-01): [The question we should all be asking about AI](https://news.ycombinator.com/item?id=50325107) -- lead source

### Context Mode is an open-source MCP server that reduces AI coding context usage.

- Permalink: https://110010.art/d/3a5d2d64ddd84787/
- Original: https://github.com/mksglu/context-mode
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Context Mode – An Open-Source MCP Server That Reduces AI Coding Context Usage

Coverage:
- Hacker News (AI) (2026-11-01): [Context Mode – An Open-Source MCP Server That Reduces AI Coding Context Usage](https://news.ycombinator.com/item?id=50324789) -- lead source

### Will agent resource registries ever have their moment, the way AI gateways did?

- Permalink: https://110010.art/d/7f136927c8124ade/
- Original: https://agenticresourcediscovery.org/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Will Agent Resource Registries ever have their moment, the way AI gateways did?

Coverage:
- Hacker News (AI) (2026-11-01): [Will Agent Resource Registries ever have their moment, the way AI gateways did?](https://news.ycombinator.com/item?id=50324679) -- lead source

### Show HN: AIOps cockpit – an open-source AI SRE with human-in-the-loop safety

- Permalink: https://110010.art/d/d0ed7c934d8c44a4/
- Original: https://github.com/matricphase-dot/aiops
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: AIOps Cockpit – An open-source AI SRE with human-in-the-loop safety

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: AIOps Cockpit – An open-source AI SRE with human-in-the-loop safety](https://news.ycombinator.com/item?id=50324396) -- lead source

### Steam requires greater visibility of AI-generated content disclosures.

- Permalink: https://110010.art/d/f55951c6b2194c6c/
- Original: https://github.com/seeeeew/aiwarningforsteam
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI Warning for Steam – Increases Visibility of AI Generated Content Disclosures

Coverage:
- Hacker News (AI) (2026-11-01): [AI Warning for Steam – Increases Visibility of AI Generated Content Disclosures](https://news.ycombinator.com/item?id=50324387) -- lead source

### Tiny 109M-parameter model outperforms models up to 72B parameters at image-text alignment using 42× less training data

- Permalink: https://110010.art/d/94114bc9fd904dc8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkzony/new_research_a_tiny_109mparameter_model/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: new research: A tiny 109M-parameter model outperforms models up to 72B parameters at image-text alignment, using 42× less training data

submitted by    /u/Lazylion2   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [new research: A tiny 109M-parameter model outperforms models up to 72B parameters at image-text alignment, using 42× less training data](https://www.reddit.com/r/LocalLLaMA/comments/1xkzony/new_research_a_tiny_109mparameter_model/) -- lead source

### Fruth – a semantic state inference engine for AI

- Permalink: https://110010.art/d/1e614966e64849e7/
- Original: https://github.com/fl0ri0/fruth
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Fruth – A semantic state inference engine for AI

Coverage:
- Hacker News (AI) (2026-11-01): [Fruth – A semantic state inference engine for AI](https://news.ycombinator.com/item?id=50324172) -- lead source

### GLM 5.3 Flash elicits humorous replies and lively personality, user reports

- Permalink: https://110010.art/d/fa4f22653d294e3a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkz4mo/am_i_crazy_or_glm_53_flash_is_hilarious/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Am I Crazy Or GLM 5.3 Flash is Hilarious?
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

I am sorry for the useless thread, but I finally loaded GLM 5.3 Flash IQ4-XS and didn't know what to expect. I was earlier trying out DeepSeek 4.1 Flash 1017 IQ2 and Qwen 3.8 Flash and while I was chatting with them...

Coverage:
- r/LocalLLaMA (2026-11-01): [Am I Crazy Or GLM 5.3 Flash is Hilarious?](https://www.reddit.com/r/LocalLLaMA/comments/1xkz4mo/am_i_crazy_or_glm_53_flash_is_hilarious/) -- lead source

### GLM-5.3-Flash on H200s handles most coding; GPT-6.1 Sol serves as orchestrator for OpenCode setup.

- Permalink: https://110010.art/d/bec4b0eb82794d4f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkz4lf/glm53flash_on_our_h200s_does_most_of_my_coding/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: GLM-5.3-Flash on our H200s does most of my coding now while GPT-6.1 Sol orchestrates (OpenCode setup)
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

I had been trying this setup for a couple of weeks and it working better than I expected. Recently, I deployed GLM-5.3-Flash (MoE, 320B total, 18B active) on one of our local H200 servers (4 GPUs) with a 512K context...

Coverage:
- r/LocalLLaMA (2026-11-01): [GLM-5.3-Flash on our H200s does most of my coding now while GPT-6.1 Sol orchestrates (OpenCode setup)](https://www.reddit.com/r/LocalLLaMA/comments/1xkz4lf/glm53flash_on_our_h200s_does_most_of_my_coding/) -- lead source

### FreeGent: free agentic AI for everyone

- Permalink: https://110010.art/d/695d7f6a4bdf4df2/
- Original: https://freegent.ai
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: FreeGent: Free Agentic AI for Everyone

Coverage:
- Hacker News (AI) (2026-11-01): [FreeGent: Free Agentic AI for Everyone](https://news.ycombinator.com/item?id=50323876) -- lead source
- Hacker News (AI) (2026-11-03): [Free AI for Everyone](https://news.ycombinator.com/item?id=50359633)

### DeepSeek launches advanced coding agent to rival Claude Code; DeepSeek Harness Superagent Prototype confirms capabilities

- Permalink: https://110010.art/d/0521403675be4c62/
- Original: https://www.bloomberg.com/news/articles/2026-11-01/deepseek-drops-enhanced-coding-agent-with-aim-to-rival-anthropic
- Source: Hacker News (AI) (2 sources)
- Published: 2026-11-01
- Original headline: DeepSeek launches advanced coding agent to rival Claude Code
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-11-01): [DeepSeek launches advanced coding agent to rival Claude Code](https://news.ycombinator.com/item?id=50323814) -- lead source
- r/LocalLLaMA (2026-11-01): [DeepSeek: Exploring Super-agent Design: Towards a More Autonomous Agent System](https://www.reddit.com/r/LocalLLaMA/comments/1xl1zn3/deepseek_exploring_superagent_design_towards_a/)
- Hacker News (AI) (2026-11-01): [DeepSeek Harness Superagent Prototype](https://news.ycombinator.com/item?id=50327721)
- r/LocalLLaMA (2026-11-02): [deepseek-ai/dsh-superagent-prototype: Towards a More Autonomous Agent System](https://www.reddit.com/r/LocalLLaMA/comments/1xm4y3q/deepseekaidshsuperagentprototype_towards_a_more/)

### AI-driven layoffs create a new class of boomerang employees

- Permalink: https://110010.art/d/c44a0125e27e4124/
- Original: https://www.reddit.com/r/technology/s/bU94PCfFwr
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI-driven layoffs are creating a new class of boomerang employees

Coverage:
- Hacker News (AI) (2026-11-01): [AI-driven layoffs are creating a new class of boomerang employees](https://news.ycombinator.com/item?id=50323813) -- lead source

### What operational task would you hand to a 7-day custom AI tool?

- Permalink: https://110010.art/d/c563d976875a4c21/
- Original: https://www.indiehackers.com/post/i-m-building-25-free-ai-tools-for-small-businesses-in-7-days-each-here-s-why-and-what-i-need-from-you-e253531348
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [What operational task would you hand to a 7-day custom AI tool?](https://news.ycombinator.com/item?id=50323792) -- lead source

### The bespoke engine race continues as multiple forked models vie for faster performance; user notes llama.cpp lagging behind newer forks and upgrades

- Permalink: https://110010.art/d/d55fdbf917e94ced/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xky7p0/age_of_the_bespoke_engines/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Age of the bespoke engines?
- Tags: [Claude](https://110010.art/tags/claude/), [Llama](https://110010.art/tags/llama/)

When I started, and for some time, llama.cpp was the answer. Now, it seems like llama.cpp is the new ollama. It's slow and out of date and just behind. There was Ninfee for those for whom that applied. Then strata...

Coverage:
- r/LocalLLaMA (2026-11-01): [Age of the bespoke engines?](https://www.reddit.com/r/LocalLLaMA/comments/1xky7p0/age_of_the_bespoke_engines/) -- lead source

### Memdoor: a team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard

- Permalink: https://110010.art/d/8c8869d91ddb4fde/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkxt7a/memdoor_a_team_of_5_qwen3827b_models_beats_fable/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard
- Tags: [Qwen](https://110010.art/tags/qwen/)

submitted by    /u/PferdOne   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-11-01): [Memdoor: A team of 5 Qwen3.8-27B models beats Fable 5 on LiveCodeBench Hard](https://www.reddit.com/r/LocalLLaMA/comments/1xkxt7a/memdoor_a_team_of_5_qwen3827b_models_beats_fable/) -- lead source

### Is AI cheap enough to replace developers?

- Permalink: https://110010.art/d/9365cc1d415a477d/
- Original: https://zyvop.com/is-ai-actually-cheap-enough-to-replace-developers-8i74u
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Is AI Cheap Enough to Replace Developers?

Coverage:
- Hacker News (AI) (2026-11-01): [Is AI Cheap Enough to Replace Developers?](https://news.ycombinator.com/item?id=50323552) -- lead source

### Ghost in the machine: how AI is haunting the search for the supernatural

- Permalink: https://110010.art/d/25658fc8c66c476f/
- Original: https://www.theguardian.com/technology/ng-interactive/2026/oct/30/ai-ghost-hunting
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Ghost in the machine: how AI is haunting the search for the supernatural](https://news.ycombinator.com/item?id=50323470) -- lead source

### Bubbuild/republic: a Python library for AI providers

- Permalink: https://110010.art/d/d8a41908d7fa4c51/
- Original: https://github.com/bubbuild/republic
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Bubbuild/republic: A Python library for AI providers

Coverage:
- Hacker News (AI) (2026-11-01): [Bubbuild/republic: A Python library for AI providers](https://news.ycombinator.com/item?id=50323414) -- lead source

### FineDNA releases dataset and materials to train LLMs on DNA, including midtraining data, SFT conversations, and RL prompts

- Permalink: https://110010.art/d/9da56d33690d4811/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkwvwg/finedna_the_largest_dataset_to_teach_any_llm_dna/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: FineDNA: the largest dataset to teach any LLM DNA (midtraining, SFT, RL)
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Hi everyone, we're releasing FineDNA, all the data we used to turn Qwen3-14B into Carbon-X, the strongest open language model on DNA. It contains:  Midtraining: 300B+ tokens of genomes and DNA-rich text SFT: ~200K...

Coverage:
- r/LocalLLaMA (2026-11-01): [FineDNA: the largest dataset to teach any LLM DNA (midtraining, SFT, RL)](https://www.reddit.com/r/LocalLLaMA/comments/1xkwvwg/finedna_the_largest_dataset_to_teach_any_llm_dna/) -- lead source

### Show HN: AnchorGit – hardware-signed Git decision ledger for AI code

- Permalink: https://110010.art/d/1997a2280d714cf7/
- Original: https://www.anchorgit.com
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: AnchorGit – Hardware-signed Git decision ledger for AI code

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: AnchorGit – Hardware-signed Git decision ledger for AI code](https://news.ycombinator.com/item?id=50323310) -- lead source

### How to live with AI

- Permalink: https://110010.art/d/d47884d3c2204939/
- Original: https://humanpro.co/articles/how-to-live-with-ai/
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: How to Live with AI

Coverage:
- Hacker News (AI) (2026-11-01): [How to Live with AI](https://news.ycombinator.com/item?id=50323273) -- lead source

### Who pays for the AI power boom?

- Permalink: https://110010.art/d/336353f5c8714116/
- Original: https://www.axios.com/2026/10/31/who-pays-ai-power-boom
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Who pays for the AI power boom?](https://news.ycombinator.com/item?id=50323148) -- lead source

### Work, art, and study: AI ownership debates emerge

- Permalink: https://110010.art/d/f0661c22e40846d3/
- Original: https://ninchiai.substack.com/p/work-art-and-study-ai-and-ownership
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Work, Art, and Study: AI and Ownership

Coverage:
- Hacker News (AI) (2026-11-01): [Work, Art, and Study: AI and Ownership](https://news.ycombinator.com/item?id=50323113) -- lead source

### The AI cost of JavaScript frameworks

- Permalink: https://110010.art/d/c164f204400041f2/
- Original: https://nolanlawson.com/2026/10/28/the-ai-cost-of-javascript-frameworks/
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [The AI cost of JavaScript frameworks](https://news.ycombinator.com/item?id=50323088) -- lead source

### Researchers consider local model feasibility for REA-like Craft apps; user asks about clamping Strata to REA and shares experience

- Permalink: https://110010.art/d/a54aae9cf7e4471a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkv2ga/would_this_be_interesting_to_some_here/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Would this be interesting to some here?

Seems similar to REA (https://github.com/morluto/rea) but from the guys that have brought the Craft apps this past month. I've used the others but just saw this one available too. Is this feasible with a local model?...

Coverage:
- r/LocalLLaMA (2026-11-01): [Would this be interesting to some here?](https://www.reddit.com/r/LocalLLaMA/comments/1xkv2ga/would_this_be_interesting_to_some_here/) -- lead source

### Meridian: a peer-to-peer browser game world built by an AI agent

- Permalink: https://110010.art/d/12110bf6de6049ba/
- Original: https://blakelapierre.substack.com/p/meridian-in-action-play-it-in-your
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Meridian: A peer-to-peer browser game world built by an AI agent

Coverage:
- Hacker News (AI) (2026-11-01): [Meridian: A peer-to-peer browser game world built by an AI agent](https://news.ycombinator.com/item?id=50322925) -- lead source

### The AI boom spawns a job market for data-center liaisons

- Permalink: https://110010.art/d/bfaa6a78b0ff4bf6/
- Original: https://www.semafor.com/article/10/30/2026/the-ai-boom-spawns-job-market-for-data-center-liaisons
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: The AI boom spawns job market for data-center liaisons

Coverage:
- Hacker News (AI) (2026-11-01): [The AI boom spawns job market for data-center liaisons](https://news.ycombinator.com/item?id=50322830) -- lead source

### How to keep coding agents up to date with the latest agentic AI practices, amid Claude Code / Codex usage and gaps in newer frameworks like Claude Agent SDK or LangGraph.

- Permalink: https://110010.art/d/659734d032e346a6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkudk2/how_do_you_keep_coding_agents_to_date_with_the/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: How do you keep coding agents to date with the latest agentic AI practices?
- Tags: [Claude](https://110010.art/tags/claude/)

While building agents and harnesses with Claude Code / Codex, I've noticed it often falls back to traditional, deterministic coding patterns instead of newer approaches and frameworks like Claude Agent SDK or...

Coverage:
- r/LocalLLaMA (2026-11-01): [How do you keep coding agents to date with the latest agentic AI practices?](https://www.reddit.com/r/LocalLLaMA/comments/1xkudk2/how_do_you_keep_coding_agents_to_date_with_the/) -- lead source

### Buyer acquires EVGA RTX 3090 FTW3 (24GB) for $1,100 from a friend; user notes it’s lightly used and plans to run local gaming and AI-related tasks on existing hardware.

- Permalink: https://110010.art/d/157cd9c5b1cf41d2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkuaf2/just_picked_up_an_evga_rtx_3090_ftw3_for_1100/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Just picked up an EVGA RTX 3090 FTW3 for $1100. What to run?

Hey all, I just picked up an EVGA RTX 3090 FTW3 (24GB) for $1,100 from a friend who is switching to an RTX 5070 Ti for pure gaming. It has low hours on it: no mining, no AI compute, just casual desktop use. He bought...

Coverage:
- r/LocalLLaMA (2026-11-01): [Just picked up an EVGA RTX 3090 FTW3 for $1100. What to run?](https://www.reddit.com/r/LocalLLaMA/comments/1xkuaf2/just_picked_up_an_evga_rtx_3090_ftw3_for_1100/) -- lead source

### Chinese markets lose trillions as race for AI supremacy with US takes its toll

- Permalink: https://110010.art/d/01bea578f397452e/
- Original: https://www.theguardian.com/world/2026/oct/27/chinese-markets-lose-trillions-ai-race-beijing
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [Chinese markets lose trillions as race for AI supremacy with US takes its toll](https://news.ycombinator.com/item?id=50322458) -- lead source

### 64GB RAM no longer a dead zone for local LLM agents, as a 27B model runs with about 50GB memory usage for context on 64GB M4 Max using Qwen3.8 27B in LM Studio with 256k context

- Permalink: https://110010.art/d/670df5b961bb43fc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xksj75/64gb_isnt_the_dead_zone_anymore_if_you_run_agents/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: 64GB isn't the dead zone anymore if you run agents
- Tags: [Qwen](https://110010.art/tags/qwen/)

https://preview.redd.it/hboxdgjh2xyh1.png?width=1230&format=png&auto=webp&s=cca6b2b7b08807a334ff5280e19d96133667fbb0 The usual advice was that 64GB is a dead zone for local LLMs: too small for a 70B with real...

Coverage:
- r/LocalLLaMA (2026-11-01): [64GB isn't the dead zone anymore if you run agents](https://www.reddit.com/r/LocalLLaMA/comments/1xksj75/64gb_isnt_the_dead_zone_anymore_if_you_run_agents/) -- lead source

### AI made me homeless

- Permalink: https://110010.art/d/974069005d094e21/
- Original: https://medium.com/effortless-programming/ai-made-me-homeless-a7266d716e59
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: AI Made Me Homeless

Coverage:
- Hacker News (AI) (2026-11-01): [AI Made Me Homeless](https://news.ycombinator.com/item?id=50322251) -- lead source

### James Mickens' talk: a sober analysis of AI impact at LABScon '26

- Permalink: https://110010.art/d/32a645356d0a4052/
- Original: https://www.youtube.com/watch?v=usZLo_9Jz54
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: James Mickens' Talk: A Sober Analysis of AI Impact (LABScon '26)

Coverage:
- Hacker News (AI) (2026-11-01): [James Mickens' Talk: A Sober Analysis of AI Impact (LABScon '26)](https://news.ycombinator.com/item?id=50322165) -- lead source

### Grok 4.20 spent ~700 turns stuck in Red's house in Pokemon Red due to repeated loops; Grok notes persistent oscillation and wall-walking behavior

- Permalink: https://110010.art/d/0e459194a97e46ed/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkr521/grok_420_spent_700_turns_stuck_in_reds_house_in/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Grok 4.20 spent ~700 turns stuck in Red's house in Pokemon Red, and its own reasoning kept noticing
- Tags: [Grok](https://110010.art/tags/grok/)

I've been reading the turn logs from PokeBench. My benchmark where vision models play Pokemon Red. Grok 4.20 non-reasoning left the house at turn 36 and didn't get a starter until turn 755. The whole time its notes...

Coverage:
- r/LocalLLaMA (2026-11-01): [Grok 4.20 spent ~700 turns stuck in Red's house in Pokemon Red, and its own reasoning kept noticing](https://www.reddit.com/r/LocalLLaMA/comments/1xkr521/grok_420_spent_700_turns_stuck_in_reds_house_in/) -- lead source

### Show HN: LinkedIn-ops – zero-dependency CDP automation built for AI agents

- Permalink: https://110010.art/d/fc06509e39154eb3/
- Original: https://github.com/shashtag-ventures/linkedin-ops
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Show HN: LinkedIn-ops – Zero-dependency CDP automation built for AI agents

Coverage:
- Hacker News (AI) (2026-11-01): [Show HN: LinkedIn-ops – Zero-dependency CDP automation built for AI agents](https://news.ycombinator.com/item?id=50322021) -- lead source

### Qwen-flash-next Q4 with Expert cache on Llama.cpp setup; 19-21 t/s at 262K context using Qwen Flash Next Q4 model

- Permalink: https://110010.art/d/ed4d02db05f54d55/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkr0e6/llamacpp_setup_qwenflashnext_vulkan_q4_with/
- Source: r/LocalLLaMA
- Published: 2026-11-01
- Original headline: Llama.cpp setup Qwen-flash-next Vulkan Q4 with Expert cache.
- Tags: [Llama](https://110010.art/tags/llama/), [Qwen](https://110010.art/tags/qwen/)

I just setup my server: 64GB DDR4 2133 4CH (Broadwell Xeon) 2 x RX 6800 16GB 1 x Rx 580 2048sp (16GB) I am using the Q4 of Qwen Flash Next, with the prompt: sudo ./llama-server -m ./models/Qwnflash180b-Q4.gguf --host...

Coverage:
- r/LocalLLaMA (2026-11-01): [Llama.cpp setup Qwen-flash-next Vulkan Q4 with Expert cache.](https://www.reddit.com/r/LocalLLaMA/comments/1xkr0e6/llamacpp_setup_qwenflashnext_vulkan_q4_with/) -- lead source
- r/LocalLLaMA (2026-11-01): [tandem.cpp: Qwen3.8-Flash-Next at 97 tok/s on a single 4090 + 64 GB RAM, 3.3× llama.cpp, works for any MoE](https://www.reddit.com/r/LocalLLaMA/comments/1xldent/tandemcpp_qwen38flashnext_at_97_toks_on_a_single/)

### How AI may drive union-resistant tech workers to the bargaining table

- Permalink: https://110010.art/d/3374ab540647498d/
- Original: https://www.theguardian.com/technology/2026/jul/21/ai-tech-workers-unionize
- Source: Hacker News (AI)
- Published: 2026-11-01

Coverage:
- Hacker News (AI) (2026-11-01): [How AI may drive union-resistant tech workers to the bargaining table](https://news.ycombinator.com/item?id=50321734) -- lead source

### Wikimedia Foundation tries to save itself by brokering AI copyright deal

- Permalink: https://110010.art/d/6d47ad274daa421d/
- Original: https://gizmodo.com/wikimedia-foundation-tries-to-save-itself-from-oblivion-by-brokering-ai-copyright-deal-2000833099
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Wikimedia Foundation Tries to Save Itself by Brokering AI Copyright Deal

Coverage:
- Hacker News (AI) (2026-11-01): [Wikimedia Foundation Tries to Save Itself by Brokering AI Copyright Deal](https://news.ycombinator.com/item?id=50321629) -- lead source

### Honest Government Ad – AI data centres [video]

- Permalink: https://110010.art/d/b5b83ab759154114/
- Original: https://www.youtube.com/watch?v=kON2ZI2BNj8
- Source: Hacker News (AI)
- Published: 2026-11-01
- Original headline: Honest Government Ad – AI Data Centres [video]

Coverage:
- Hacker News (AI) (2026-11-01): [Honest Government Ad – AI Data Centres [video]](https://news.ycombinator.com/item?id=50321493) -- lead source

### Agentic AI with frontier models; concerns over third-party harnesses and platform TOS violations

- Permalink: https://110010.art/d/77c31f9a9bae40ed/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkox4q/agentic_ai_wfrontier_models/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Agentic AI w/frontier models??

If you watch much Youtube around AI, you'll see a bunch of people setting up these complex agentic workflows (or, even worse, "Jarvis") using a model like Opus or Astra. Every time I see that my "WTF" face comes on...

Coverage:
- r/LocalLLaMA (2026-10-31): [Agentic AI w/frontier models??](https://www.reddit.com/r/LocalLLaMA/comments/1xkox4q/agentic_ai_wfrontier_models/) -- lead source

### When AI writes almost all code, what happens to software engineering?

- Permalink: https://110010.art/d/69f390597cb94485/
- Original: https://newsletter.pragmaticengineer.com/p/when-ai-writes-almost-all-code-what
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [When AI writes almost all code, what happens to software engineering?](https://news.ycombinator.com/item?id=50321300) -- lead source
- Hacker News (AI) (2026-11-01): [When AI Writes the Code, Show Your Judgment](https://news.ycombinator.com/item?id=50324711)

### Yours.ai launches a studio for interesting ideas

- Permalink: https://110010.art/d/3e5164e5fee5409c/
- Original: https://www.yoursai.in
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Yours.ai- a Studio for Interesting Ideas

Coverage:
- Hacker News (AI) (2026-10-31): [Yours.ai- a Studio for Interesting Ideas](https://news.ycombinator.com/item?id=50321102) -- lead source

### Computer science programs lose students as AI replaces jobs

- Permalink: https://110010.art/d/29dd547d9ab74d34/
- Original: https://www.bloomberg.com/news/articles/2026-10-29/computer-science-degree-programs-lose-students-as-ai-takes-jobs
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Computer Science Programs Lose Students as AI Replaces Jobs

Coverage:
- Hacker News (AI) (2026-10-31): [Computer Science Programs Lose Students as AI Replaces Jobs](https://news.ycombinator.com/item?id=50321065) -- lead source

### Anthropic pushes for opt-out model for Australian content

- Permalink: https://110010.art/d/9da67b445e46424d/
- Original: https://www.theguardian.com/technology/2026/oct/02/anthropic-ai-opt-out-australia-copyright-abc-cannibalisation-of-news
- Source: Hacker News (AI)
- Published: 2026-10-31
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-10-31): [Anthropic pushes for opt-out model for Australian content](https://news.ycombinator.com/item?id=50320970) -- lead source

### Qwen 27B 27B praised for conversational quality; user prefers qwen3.8 27B over Claude Opus and Gemini Pro for tone and problem-solving chats

- Permalink: https://110010.art/d/632097c1fdfc4a7b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkngat/1_for_qwen_27bs_characterchat_style/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: +1 for Qwen 27Bs character/chat style
- Tags: [Qwen](https://110010.art/tags/qwen/), [Claude Opus](https://110010.art/tags/claude-opus/), [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/), [Gemini](https://110010.art/tags/gemini/)

Maybe uninteresting to most, but i just wanted to say that qwen3.8 27B is actually very nice to talk to, when arguing about issues or solving problems- while for example regarding cloud models claude opus (since v5)...

Coverage:
- r/LocalLLaMA (2026-10-31): [+1 for Qwen 27Bs character/chat style](https://www.reddit.com/r/LocalLLaMA/comments/1xkngat/1_for_qwen_27bs_characterchat_style/) -- lead source

### Critical Software restructures around AI as it corners layoff of about 200 people

- Permalink: https://110010.art/d/d739e2f317b8434e/
- Original: https://ai.pt/en/news/coimbra-s-critical-software-is-rebuilding-itself-around-ai-after-laying-0c3e56/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Critical Software is rebuilding itself around AI (200 ppl being layed off)

Coverage:
- Hacker News (AI) (2026-10-31): [Critical Software is rebuilding itself around AI (200 ppl being layed off)](https://news.ycombinator.com/item?id=50320683) -- lead source

### Proton senior management prioritizes AI over security

- Permalink: https://110010.art/d/ddd5eef28aeb4bce/
- Original: https://consumerrights.wiki/w/Proton_senior_management_prioritizes_AI_over_security
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Proton senior management prioritizes AI over security](https://news.ycombinator.com/item?id=50320681) -- lead source

### AI text watermarking and quality loss

- Permalink: https://110010.art/d/71bf92ce6eb34217/
- Original: https://blog.keyvan.net/p/ai-text-watermarking-and-quality
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [AI text watermarking and quality loss](https://news.ycombinator.com/item?id=50320599) -- lead source

### Shao says Claude was not distilled from a competitor; rollouts came from a strong open-source model; criticizes Anthropic over training a competitor and block on RFT, SFT, or training larger models

- Permalink: https://110010.art/d/380f0b3aadc44fd3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkm5gz/jiahao_shao_on_x_shame_on_darioamodei_anthropic_i/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Jiahao Shao on X: "Shame on @DarioAmodei / Anthropic. I never distilled Claude—rollouts came from a strong open-source model; Claude just helped submit jobs and run analysis. Still got tagged for "training a competitor," and now anything touching RFT, SFT, or training larger models gets me blocked
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

submitted by    /u/f0urxio   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Jiahao Shao on X: "Shame on @DarioAmodei / Anthropic. I never distilled Claude—rollouts came from a strong open-source model; Claude just helped submit jobs and run analysis. Still got tagged for "training a competitor," and now anything touching RFT, SFT, or training larger models gets me blocked](https://www.reddit.com/r/LocalLLaMA/comments/1xkm5gz/jiahao_shao_on_x_shame_on_darioamodei_anthropic_i/) -- lead source

### How to make search with local models feel like ChatGPT or Codex

- Permalink: https://110010.art/d/8aa07064baa64a0a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkm2yb/how_do_i_make_search_with_local_models_feel_like/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: How do I make search with local models feel like ChatGPT / Codex?
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

I’m using Crawl4AI + SearXNG but it just feels so lackluster I don’t know why. Feels like the results the local model gets back for research are missing a lot and / or are older less relevant results. I’ll usually...

Coverage:
- r/LocalLLaMA (2026-10-31): [How do I make search with local models feel like ChatGPT / Codex?](https://www.reddit.com/r/LocalLLaMA/comments/1xkm2yb/how_do_i_make_search_with_local_models_feel_like/) -- lead source

### Man buys three RTX 3090 Founders Editions, questions how to run them in a single PC

- Permalink: https://110010.art/d/1719965bbd0843eb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xklq96/well_my_local_ai_addiction_officially_got_out_of/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Well, my local AI addiction officially got out of hand tonight.

Met a guy off Facebook Marketplace and scored 2x RTX 3090 Founders Editions for €1,700. The problem? I already had one 3090 FE. I am now sitting in my room looking at three 3090 FEs (72 GB GDDR6X VRAM), and my...

Coverage:
- r/LocalLLaMA (2026-10-31): [Well, my local AI addiction officially got out of hand tonight.](https://www.reddit.com/r/LocalLLaMA/comments/1xklq96/well_my_local_ai_addiction_officially_got_out_of/) -- lead source

### Will AI take your job? You have more agency than you think

- Permalink: https://110010.art/d/e06761b37c354a87/
- Original: https://www.vox.com/technology/508032/ai-jobs-ethan-mollick-co-existence
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Will AI take your job? You have more agency than you think](https://news.ycombinator.com/item?id=50320302) -- lead source

### AI development remains challenging due to human factors in the process

- Permalink: https://110010.art/d/37ce3739dd984f83/
- Original: https://keithbrown.com/proton-ai-manifesto
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: People are the hard part of AI

Coverage:
- Hacker News (AI) (2026-10-31): [People are the hard part of AI](https://news.ycombinator.com/item?id=50319959) -- lead source

### Free AI becomes a focal point as debates rise over accessibility and governance

- Permalink: https://110010.art/d/944f0a6a28604707/
- Original: https://cloudy.chat/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Free AI

Coverage:
- Hacker News (AI) (2026-10-31): [Free AI](https://news.ycombinator.com/item?id=50319941) -- lead source

### What architectural moves are we likely to see next in AI models, including looped transformers and gated delta net variants

- Permalink: https://110010.art/d/b68ff73b071d42b8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkklyp/what_exciting_architectural_moves_are_we_looking/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: What exciting architectural moves are we looking to see next in AI models?

We know from all the major chinese labs the current cutting edge architectures such as: conditional engram memory, hyper connections, attention residuals, sparse attention, etc... In the near horizon, we can likely...

Coverage:
- r/LocalLLaMA (2026-10-31): [What exciting architectural moves are we looking to see next in AI models?](https://www.reddit.com/r/LocalLLaMA/comments/1xkklyp/what_exciting_architectural_moves_are_we_looking/) -- lead source

### Strata QFN GSQ-RCO1 IQ_S3, NVFP4, Unsloth UD-IQ4_XS or Unsloth UD-Q4_K_XL?

- Permalink: https://110010.art/d/58f4715d03ac4fc8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkkjov/strata_qfn_gsqrco1_iq_s3_nvfp4_unsloth_udiq4_xs/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Strata - QFN GSQ-RCO1 IQ_S3, NVFP4, Unsloth UD-IQ4_XS or Unsloth UD-Q4_K_XL?
- Tags: [Qwen](https://110010.art/tags/qwen/)

Hi everyone! I've been experimenting with Strata for a while now, running it on a system with a Ryzen 7 9800X3D, RTX 4090, and 64 GB of RAM. I'm currently using Qwen Flash Next, and I have a few questions about model...

Coverage:
- r/LocalLLaMA (2026-10-31): [Strata - QFN GSQ-RCO1 IQ_S3, NVFP4, Unsloth UD-IQ4_XS or Unsloth UD-Q4_K_XL?](https://www.reddit.com/r/LocalLLaMA/comments/1xkkjov/strata_qfn_gsqrco1_iq_s3_nvfp4_unsloth_udiq4_xs/) -- lead source

### Qwen3.8-Flash-Next struggles with general intelligence; user reports limitations in handling simple queries and longer research tasks

- Permalink: https://110010.art/d/8f8afa469004442f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkjrdl/please_tell_me_qwen38flashnext_can_be_made_to_be/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Please tell me Qwen3.8-Flash-Next can be made to be better than this
- Tags: [Qwen](https://110010.art/tags/qwen/)

I was quite excited with how well QFN did with some coding and adjacent tasks (like evaluating OSS repos, downloading and running models etc.). Using it for more general research is starting to show that it isnt...

Coverage:
- r/LocalLLaMA (2026-10-31): [Please tell me Qwen3.8-Flash-Next can be made to be better than this](https://www.reddit.com/r/LocalLLaMA/comments/1xkjrdl/please_tell_me_qwen38flashnext_can_be_made_to_be/) -- lead source

### Show HN: Read your Character.AI data export in the browser, nothing uploaded

- Permalink: https://110010.art/d/d8c80eadfcae43d9/
- Original: https://github.com/anima-universe/character-ai-export-viewer
- Source: Hacker News (AI)
- Published: 2026-10-31
- Tags: [Character.AI](https://110010.art/tags/character.ai/)

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: Read your Character.AI data export in the browser, nothing uploaded](https://news.ycombinator.com/item?id=50319478) -- lead source

### A game scripting language runs speech-to-text 5x faster on CPU than llama.cpp on CPU

- Permalink: https://110010.art/d/c8516af1ff214673/
- Original: https://dasllama.io/articles/2026-10-28-the-need-for-speed.html
- Source: Lobsters (AI)
- Published: 2026-10-31
- Original headline: A game scripting language that runs speech-to-text 5x faster than llama.cpp on CPU
- Tags: [Llama](https://110010.art/tags/llama/)

Comments

Coverage:
- Lobsters (AI) (2026-10-31): [A game scripting language that runs speech-to-text 5x faster than llama.cpp on CPU](https://dasllama.io/articles/2026-10-28-the-need-for-speed.html) -- lead source

### LLM inside an LLM: Qwen 3.5-4B runs Karpathy’s stories260k on an NPU compiled into its weights

- Permalink: https://110010.art/d/33ec90554e344d96/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkiuut/an_llm_inside_an_llm_same_guy_who_put_a_riskv_cpu/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: An LLM inside an LLM - Same guy who put a RISK-V CPU inside Qwen has now made Karpathy's stories260k run on an NPU compiled inside Qwen 3.5-4B's weights
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/)

Code: https://github.com/divagr18/QwenPU Weights: https://huggingface.co/divagr1925/QwenPU From the original tweet: 1/3  A CPU inside an LLM is one thing, but running another LLM inside an LLM would be taking things...

Coverage:
- r/LocalLLaMA (2026-10-31): [An LLM inside an LLM - Same guy who put a RISK-V CPU inside Qwen has now made Karpathy's stories260k run on an NPU compiled inside Qwen 3.5-4B's weights](https://www.reddit.com/r/LocalLLaMA/comments/1xkiuut/an_llm_inside_an_llm_same_guy_who_put_a_riskv_cpu/) -- lead source

### Mac Studio M5U 256gb 2TB

- Permalink: https://110010.art/d/c6b864ab1ce54f13/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkip46/mac_studio_m5u_256gb_2tb/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/), [Claude](https://110010.art/tags/claude/)

I'm on the verge of pulling the trigger. Want something local for coding and some business automation stuff. Thinking I'll run Qwen 3.8+ and DeepSeek 4+.  I'm coming from M4 Pro MBP and will still use that as my...

Coverage:
- r/LocalLLaMA (2026-10-31): [Mac Studio M5U 256gb 2TB](https://www.reddit.com/r/LocalLLaMA/comments/1xkip46/mac_studio_m5u_256gb_2tb/) -- lead source

### What to run on 2x16GB VRAM and 128GB RAM for coding/agentic workflows with current LLMs and hardware.

- Permalink: https://110010.art/d/86946e73e8884191/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkieqt/what_did_i_miss_what_should_i_be_running_on/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: What did I miss? What should I be running on 2x16Gb VRAM and 128Gb RAM?
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/), [Llama](https://110010.art/tags/llama/)

tl;dr: What should I be running for coding/agentic workflows? I have 2xRTX 5080s and 128Gb DDR5 RAM.  Currently, I'm running:  -Qwen3.8-Flash-Next-Q5_K_XL (262k ctx, pp~150-200tps, decode ~15tps) ...

Coverage:
- r/LocalLLaMA (2026-10-31): [What did I miss? What should I be running on 2x16Gb VRAM and 128Gb RAM?](https://www.reddit.com/r/LocalLLaMA/comments/1xkieqt/what_did_i_miss_what_should_i_be_running_on/) -- lead source
- r/LocalLLaMA (2026-11-01): [Are bespoke inference engines overhyped? My Strata experience on 2× R9700](https://www.reddit.com/r/LocalLLaMA/comments/1xl0oqz/are_bespoke_inference_engines_overhyped_my_strata/)
- r/LocalLLaMA (2026-11-01): [Getting incredible results with a single RTX 3090ti and 128gb of ram. Deepseek-V4.1-Flash-1017 (35 tok/s decode) and Qwen3.8-Flash-Next (130 tok/s decode)](https://www.reddit.com/r/LocalLLaMA/comments/1xlec67/getting_incredible_results_with_a_single_rtx/)

### CrowdGPT v2.6 releases a collaborative, open-source 1B-parameter LLM project aimed at avoiding datacenters and massive funding

- Permalink: https://110010.art/d/df6cfc6a07a9429e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkibxw/crowdgpt_v26_the_collaborative_llm/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: CrowdGPT v2.6 - The collaborative LLM

For those who saw the original post, a week ago, I'm glad to announce CrowdGPT v2 (more precisely v2.6), a massive update to the original CrowdGPT project :D (scroll down to see what's new) For the newcomers:...

Coverage:
- r/LocalLLaMA (2026-10-31): [CrowdGPT v2.6 - The collaborative LLM](https://www.reddit.com/r/LocalLLaMA/comments/1xkibxw/crowdgpt_v26_the_collaborative_llm/) -- lead source

### The limits of AI as an economic weapon

- Permalink: https://110010.art/d/a36526342b864d46/
- Original: https://www.palladiummag.com/2026/10/30/the-limits-of-ai-as-an-economic-weapon/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: The Limits of AI as an Economic Weapon

Coverage:
- Hacker News (AI) (2026-10-31): [The Limits of AI as an Economic Weapon](https://news.ycombinator.com/item?id=50318940) -- lead source

### Google reportedly began cleaning search results of AI-generated content slop per user discussion; Ask HN thread reports user observations.

- Permalink: https://110010.art/d/aa96352a5abc4635/
- Original: https://news.ycombinator.com/item?id=50318869
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: Has Google started cleaning their search results from AI slop?

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: Has Google started cleaning their search results from AI slop?](https://news.ycombinator.com/item?id=50318869) -- lead source

### Google's AI satellite sends an expensive haiku to Earth

- Permalink: https://110010.art/d/04124ddf1d694a3d/
- Original: https://www.theregister.com/ai-and-ml/2026/10/31/googles-ai-satellite-sends-a-very-expensive-haiku-to-earth/5306818
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Google's AI satellite sends a expensive haiku to Earth

Coverage:
- Hacker News (AI) (2026-10-31): [Google's AI satellite sends a expensive haiku to Earth](https://news.ycombinator.com/item?id=50318849) -- lead source

### Software is eating AI (2017)

- Permalink: https://110010.art/d/2cd975efcd6649e4/
- Original: https://hyperparameter.space/blog/software-is-eating-ai/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Software is Eating AI (2017)

Coverage:
- Hacker News (AI) (2026-10-31): [Software is Eating AI (2017)](https://news.ycombinator.com/item?id=50318620) -- lead source

### Mr. Incredible learns the truth about artificial analysis intelligence index v5

- Permalink: https://110010.art/d/661d1e5710734db7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkhe50/mr_incredible_learns_the_truth_about_artificial/
- Source: r/LocalLLaMA
- Published: 2026-10-31

Credit: https://x.com/diz__zee/status/2116512808447672659     submitted by    /u/aziham   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Mr. Incredible learns the truth about artificial analysis intelligence index v5](https://www.reddit.com/r/LocalLLaMA/comments/1xkhe50/mr_incredible_learns_the_truth_about_artificial/) -- lead source

### EU AI Act translations use FLOPs/s instead of cumulative FLOPs

- Permalink: https://110010.art/d/f22a9658e0c34ede/
- Original: https://www.arxo.io/findings/ARXO-2026-0413/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Two EU AI Act translations use FLOPs/s instead of cumulative FLOPs

Coverage:
- Hacker News (AI) (2026-10-31): [Two EU AI Act translations use FLOPs/s instead of cumulative FLOPs](https://news.ycombinator.com/item?id=50318494) -- lead source

### Sovereign Inference Mesh: phone-native AI inference and edge compute on Android

- Permalink: https://110010.art/d/c694ba4b0fc54f3d/
- Original: https://zenodo.org/records/21909447
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Sovereign Inference Mesh – Phone-native AI inference and edge compute on Android

Coverage:
- Hacker News (AI) (2026-10-31): [Sovereign Inference Mesh – Phone-native AI inference and edge compute on Android](https://news.ycombinator.com/item?id=50318373) -- lead source

### Groot-280B-A16B model with ngrams added; Groot-19B-A3B shows higher scores and shorter answers than larger Qwen3.6-35B-A3B and Gemma-4-26B-A4B

- Permalink: https://110010.art/d/9efa5023aa734d1e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkge1s/im_groot/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: I'm Groot?
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/), [DeepSeek](https://110010.art/tags/deepseek/), [Gemma](https://110010.art/tags/gemma/)

https://huggingface.co/GrootTeam/Groot-280B-A16B-261023 Best model under 500b params? Also have the smaller versions https://huggingface.co/GrootTeam/Groot-19B-A3B-261023 "scores higher than the larger...

Coverage:
- r/LocalLLaMA (2026-10-31): [I'm Groot?](https://www.reddit.com/r/LocalLLaMA/comments/1xkge1s/im_groot/) -- lead source

### NichiHab Android app blocker with Gemini AI task verification

- Permalink: https://110010.art/d/77fbd085f3824d7b/
- Original: https://github.com/alepoll/NichiHab
- Source: Hacker News (AI)
- Published: 2026-10-31
- Tags: [Gemini](https://110010.art/tags/gemini/)

Coverage:
- Hacker News (AI) (2026-10-31): [NichiHab Android app blocker with Gemini AI task verification](https://news.ycombinator.com/item?id=50318196) -- lead source

### Morgana 1.2 is a photography-focused finetune of Flux.2 Klein 4B for realistic faces, lighting, and textures

- Permalink: https://110010.art/d/3705718a42bc4f85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkgbhu/release_morgana_12_a_photographyfocused_flux2/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: [Release] Morgana 1.2: A photography-focused FLUX.2 Klein 4B finetune for realistic faces, natural lighting, and detailed textures (Free Weights + GGUF)
- Tags: [Flux](https://110010.art/tags/flux/)

Morgana 1.2 is Kitani‘s photography focused finetune of Flux.2 Klein 4b.  Our goal for the fine tune was for Klein to make images that don’t look like they came from a model - natural lighting, visible textures,...

Coverage:
- r/LocalLLaMA (2026-10-31): [[Release] Morgana 1.2: A photography-focused FLUX.2 Klein 4B finetune for realistic faces, natural lighting, and detailed textures (Free Weights + GGUF)](https://www.reddit.com/r/LocalLLaMA/comments/1xkgbhu/release_morgana_12_a_photographyfocused_flux2/) -- lead source

### AI data centers could erase 15 years of America's climate progress by 2030

- Permalink: https://110010.art/d/0638e4cb239d4e35/
- Original: https://www.gadgetreview.com/ai-data-centers-could-erase-15-years-of-americas-climate-progress-by-2030
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: AI Data Centers Could Erase 15 Years of America's Climate Progress by 2030

Coverage:
- Hacker News (AI) (2026-10-31): [AI Data Centers Could Erase 15 Years of America's Climate Progress by 2030](https://news.ycombinator.com/item?id=50318169) -- lead source

### Ask HN: Is AI destroying public online community as a protective moat?

- Permalink: https://110010.art/d/7a4522911f8d415b/
- Original: https://news.ycombinator.com/item?id=50318091
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: Is AI destroying public online community as a protective moat?](https://news.ycombinator.com/item?id=50318091) -- lead source

### Amazon sends mixed message memo about AI use to its workforce

- Permalink: https://110010.art/d/21ed09004fed4f75/
- Original: https://www.theregister.com/ai-and-ml/2026/10/31/amazon-sends-chills-through-its-workforce-with-mixed-message-memo-about-ai-use-corey-quinn/5306804
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Amazon sends chills through its workforce with mixed message memo about AI use

Coverage:
- Hacker News (AI) (2026-10-31): [Amazon sends chills through its workforce with mixed message memo about AI use](https://news.ycombinator.com/item?id=50318063) -- lead source

### Cheaper AI inference is shrinking profits from renting out compute.

- Permalink: https://110010.art/d/4774918868114401/
- Original: https://www.tomshardware.com/tech-industry/artificial-intelligence/firm-that-lets-you-rent-out-your-idle-mac-for-ai-inference-workloads-warns-of-plummeting-token-costs-darkbloom-network-sees-earnings-drop-to-usd1-23-a-day-as-anthropic-tokens-fall-77-percent
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Cheaper AI inference is making it harder to profit from renting out compute

Coverage:
- Hacker News (AI) (2026-10-31): [Cheaper AI inference is making it harder to profit from renting out compute](https://news.ycombinator.com/item?id=50317996) -- lead source

### What’s the advantage of building a custom harness over using a service like Unsloth?

- Permalink: https://110010.art/d/d7b05f0c8ec34801/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkfhjg/whats_the_advantage_of_building_a_custom_harness/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: What's the advantage of building a custom harness over using something like Unsloth?
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

I’m still fairly new to local LLMs, got a decent machine (M5 Max, 64GB RAM), trying to understand something I’ve been seeing recommended a lot lately. In several threads where new users are frustrated/confused or...

Coverage:
- r/LocalLLaMA (2026-10-31): [What's the advantage of building a custom harness over using something like Unsloth?](https://www.reddit.com/r/LocalLLaMA/comments/1xkfhjg/whats_the_advantage_of_building_a_custom_harness/) -- lead source

### Jonathan Swift vs. AI

- Permalink: https://110010.art/d/236c29752168459d/
- Original: https://www.thedial.world/articles/news/schools-teachers-artificial-intelligence
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Jonathan Swift vs. AI](https://news.ycombinator.com/item?id=50317896) -- lead source

### AI-Run companies are coming; Delaware seeks to get ahead of them.

- Permalink: https://110010.art/d/eeef7a2e30354484/
- Original: https://news.bloomberglaw.com/esg/ai-run-companies-are-coming-delaware-wants-to-get-ahead-of-them
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: AI-Run Companies Are Coming. Delaware Wants to Get Ahead of Them

Coverage:
- Hacker News (AI) (2026-10-31): [AI-Run Companies Are Coming. Delaware Wants to Get Ahead of Them](https://news.ycombinator.com/item?id=50317727) -- lead source

### Regulated Access Memory shows increased memory requirements for Das GPT, per user submission

- Permalink: https://110010.art/d/037c8a38ced64f85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkeqja/regulated_access_memory/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Regulated Access Memory

Das GPT needs more Speicher!    submitted by    /u/elemental-mind   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Regulated Access Memory](https://www.reddit.com/r/LocalLLaMA/comments/1xkeqja/regulated_access_memory/) -- lead source

### Show HN: CiteLLM – verify AI answers in PDFs

- Permalink: https://110010.art/d/c210185ad4aa4115/
- Original: https://citellm.com/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: CiteLLM – Verify AI Answers in PDFs

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: CiteLLM – Verify AI Answers in PDFs](https://news.ycombinator.com/item?id=50317589) -- lead source

### PostgreSQL 19 running behind schedule due to AI/LLM burden

- Permalink: https://110010.art/d/fe64263e69c44ab1/
- Original: https://www.phoronix.com/news/PostgreSQL-19-Late
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: PostgreSQL 19 Running Behind Schedule Due to AI/LLM Burden

Coverage:
- Hacker News (AI) (2026-10-31): [PostgreSQL 19 Running Behind Schedule Due to AI/LLM Burden](https://news.ycombinator.com/item?id=50317562) -- lead source

### Inside Anthropic's design team

- Permalink: https://110010.art/d/5e070b0732d34bdc/
- Original: https://designerfund.com/blog/ai-design-anthropic
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Inside Anthropic's Design Team
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-10-31): [Inside Anthropic's Design Team](https://news.ycombinator.com/item?id=50317494) -- lead source

### Are you using AI to help make election decisions like mayoral races and special measures?

- Permalink: https://110010.art/d/13fdbd40094e4422/
- Original: https://news.ycombinator.com/item?id=50317351
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: Are you using AI to do election choices like Mayor, Special Measures

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: Are you using AI to do election choices like Mayor, Special Measures](https://news.ycombinator.com/item?id=50317351) -- lead source

### AI agent earned $517.61 in profits during a 10% market sell-off

- Permalink: https://110010.art/d/f01f5431e29547b0/
- Original: https://twitter.com/DeployFinance/status/2116556597082116490
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: How this AI Agent ended +$517.61 in profits during a 10% market sell-off

Coverage:
- Hacker News (AI) (2026-10-31): [How this AI Agent ended +$517.61 in profits during a 10% market sell-off](https://news.ycombinator.com/item?id=50317332) -- lead source

### Used 64-core Threadripper PRO 3995WX workstation found locally in Iraq; buyer considers it for a multi-GPU LLM server.

- Permalink: https://110010.art/d/8d3ce4bacd924b0c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkdpv3/used_64core_threadripper_pro_3995wx/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Used 64-core Threadripper PRO 3995WX

Found a used 64-core Threadripper PRO 3995WX workstation locally — worth buying for a multi-GPU LLM server? I found this workstation listed on my local secondhand marketplace in Iraq. Specs - CPU: AMD Ryzen...

Coverage:
- r/LocalLLaMA (2026-10-31): [Used 64-core Threadripper PRO 3995WX](https://www.reddit.com/r/LocalLLaMA/comments/1xkdpv3/used_64core_threadripper_pro_3995wx/) -- lead source

### Hans Moravec was right about AI. Is he right about the fate of humanity?

- Permalink: https://110010.art/d/c72135abb2494a8f/
- Original: https://www.msn.com/en-us/science/general/hans-moravec-was-right-about-ai-is-he-right-about-the-fate-of-humanity/ar-AA28ALzg
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Hans Moravec was right about AI. Is he right about the fate of humanity?](https://news.ycombinator.com/item?id=50317261) -- lead source

### Photo studios close as fashion industry embraces generative AI

- Permalink: https://110010.art/d/2f6935668c8c4e48/
- Original: https://petapixel.com/2026/10/28/photo-studios-are-closing-as-the-fashion-industry-embraces-generative-ai/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Photo Studios Are Closing as the Fashion Industry Embraces Generative AI

Coverage:
- Hacker News (AI) (2026-10-31): [Photo Studios Are Closing as the Fashion Industry Embraces Generative AI](https://news.ycombinator.com/item?id=50317196) -- lead source

### How are other sciences using AI?

- Permalink: https://110010.art/d/0f583877ce0f4d6c/
- Original: https://news.ycombinator.com/item?id=50317158
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: How are the other sciences using AI?

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: How are the other sciences using AI?](https://news.ycombinator.com/item?id=50317158) -- lead source

### Satellites power constraints limit Gemini 4 TPU usage to short intervals; TechCrunch reports Google’s first data-center satellite is online

- Permalink: https://110010.art/d/480a6dac89c141bb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkcyn6/spent_a_lot_on_my_rig_but_i_can_only_run_gemma_4/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: "Spent a lot on my rig but I can only run Gemma 4"
- Tags: [Gemma](https://110010.art/tags/gemma/)

"The satellite, which carries four Google Tensor Processing Units (TPUs) and generates up to 1 kW of electricity, is intended to pave the way for future networks of close-flying satellites performing large inference...

Coverage:
- r/LocalLLaMA (2026-10-31): ["Spent a lot on my rig but I can only run Gemma 4"](https://www.reddit.com/r/LocalLLaMA/comments/1xkcyn6/spent_a_lot_on_my_rig_but_i_can_only_run_gemma_4/) -- lead source

### Threatclaw.ai released a SBoM creator and vulnerability scanner

- Permalink: https://110010.art/d/c6fd45114a6c4c7a/
- Original: https://www.threatclaw.ai/free-tools
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: SBoM creator and Vulnerability scanner (Threatclaw.ai)

Coverage:
- Hacker News (AI) (2026-10-31): [SBoM creator and Vulnerability scanner (Threatclaw.ai)](https://news.ycombinator.com/item?id=50316982) -- lead source

### Goldman Sachs says AI layoffs are leaving a long-lasting scar, akin to the impact of the last 40 years.

- Permalink: https://110010.art/d/5aee5f71d3f949a1/
- Original: https://fortune.com/2026/10/30/goldman-sachs-ai-layoffs-displaced-workers-older-workers-past-tech-disruptions/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Goldman says AI layoffs are leaving 'long-lasting' scar, like the last 40 years

Coverage:
- Hacker News (AI) (2026-10-31): [Goldman says AI layoffs are leaving 'long-lasting' scar, like the last 40 years](https://news.ycombinator.com/item?id=50316955) -- lead source

### Mathematical sciences in an AI-enabled world explored or shaped by AI advances and applications.

- Permalink: https://110010.art/d/1074aa6b9a6f41f8/
- Original: https://terrytao.wordpress.com/2026/10/31/the-mathematical-sciences-in-an-ai-enabled-world/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: The mathematical sciences in an AI-enabled world

Coverage:
- Hacker News (AI) (2026-10-31): [The mathematical sciences in an AI-enabled world](https://news.ycombinator.com/item?id=50316948) -- lead source

### AI is a coup by the tasteless

- Permalink: https://110010.art/d/d2bee90065174d71/
- Original: https://sancho.bearblog.dev/ai-is-a-coup-by-the-tasteless/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: AI Is a Coup by the Tasteless

Coverage:
- Hacker News (AI) (2026-10-31): [AI Is a Coup by the Tasteless](https://news.ycombinator.com/item?id=50316911) -- lead source

### Cohere partners with Palantir to deliver disappointing results

- Permalink: https://110010.art/d/bd3e2c69b2744fc6/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkcr7g/cohere_buddies_with_palantir_delivering/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Cohere, buddies with Palantir delivering embarrassing results.
- Tags: [Cohere](https://110010.art/tags/cohere/)

Q8, F16 KV Cache.     submitted by    /u/XiRw   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Cohere, buddies with Palantir delivering embarrassing results.](https://www.reddit.com/r/LocalLLaMA/comments/1xkcr7g/cohere_buddies_with_palantir_delivering/) -- lead source

### Let’s Build a Brain

- Permalink: https://110010.art/d/1b43edd5501a46de/
- Original: https://aatishb.com/myriad/lets-build-a-brain/
- Source: Lobsters (AI)
- Published: 2026-10-31

Comments

Coverage:
- Lobsters (AI) (2026-10-31): [Let’s Build a Brain](https://aatishb.com/myriad/lets-build-a-brain/) -- lead source

### Ternary Bonsai 2 runs with native CUDA offload and fast CPU in ik_llama.cpp, bringing full compatibility outside PrismML’s fork.

- Permalink: https://110010.art/d/e7c92971e6014649/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkcg2y/guide_ternary_bonsai_2_is_finally_100_working_on/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: [Guide] Ternary Bonsai 2 is finally 100% working on ik_llama.cpp (Native CUDA offload + Fast CPU -rtr)
- Tags: [CUDA](https://110010.art/tags/cuda/), [Llama](https://110010.art/tags/llama/)

Hey folks, Quick heads up for anyone playing around with PrismML's Ternary Bonsai 2! Until very recently, running it outside of Prism's own fork was a bit of a pain. Upstream llama.cpp uses a block size of QK=256...

Coverage:
- r/LocalLLaMA (2026-10-31): [[Guide] Ternary Bonsai 2 is finally 100% working on ik_llama.cpp (Native CUDA offload + Fast CPU -rtr)](https://www.reddit.com/r/LocalLLaMA/comments/1xkcg2y/guide_ternary_bonsai_2_is_finally_100_working_on/) -- lead source

### NatWest to cut 1,000 more jobs after AI efficiency drive

- Permalink: https://110010.art/d/b5ed77be6cb94534/
- Original: https://www.independent.co.uk/news/uk/home-news/natwest-bank-jobs-cuts-uk-ai-evelyn-partners-b3076369.html
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: NatWest announces 1k more jobs cut after AI efficiency drive

Coverage:
- Hacker News (AI) (2026-10-31): [NatWest announces 1k more jobs cut after AI efficiency drive](https://news.ycombinator.com/item?id=50316783) -- lead source

### Show HN: InBox Wall – a local-first, open-source email sanitizer for AI agents

- Permalink: https://110010.art/d/87bdd73461424224/
- Original: https://github.com/Annora998/inboxwall
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: InBox Wall – A local-first, open-source email sanitizer for AI agents

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: InBox Wall – A local-first, open-source email sanitizer for AI agents](https://news.ycombinator.com/item?id=50316779) -- lead source

### Nearly two-thirds of teens and tweens use AI chatbots, new research shows

- Permalink: https://110010.art/d/5179dd84b9dd4a4a/
- Original: https://www.npr.org/2026/10/30/nx-s1-6022278/ai-artificial-intelligence-teens-jed-common-sense-media
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Nearly 2 out of 3 teens and tweens use AI chatbots, new research shows

Coverage:
- Hacker News (AI) (2026-10-31): [Nearly 2 out of 3 teens and tweens use AI chatbots, new research shows](https://news.ycombinator.com/item?id=50316775) -- lead source

### NVIDIA Nemotron 3.5 Bolt E4B 4GB post-trained on Gemma 4 E4B; improves conversational quality and reduces token output on multi-turn agentic tasks

- Permalink: https://110010.art/d/99e9efdfc4fe4d1a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkcdlz/nvidia_nemotron_35_bolt_e4b_4gb_posttrained_gemma/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: NVIDIA Nemotron 3.5 Bolt E4B 4GB (post-trained Gemma 4 E4B)
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Gemma](https://110010.art/tags/gemma/), [Hugging Face](https://110010.art/tags/hugging-face/)

Bolt E4B builds on Gemma 4 E4B with Nemotron post-training. It combines natural conversation with multi-turn agentic capabilities to power voice/device assistants, interactive characters and robotic/IoT interfaces...

Coverage:
- r/LocalLLaMA (2026-10-31): [NVIDIA Nemotron 3.5 Bolt E4B 4GB (post-trained Gemma 4 E4B)](https://www.reddit.com/r/LocalLLaMA/comments/1xkcdlz/nvidia_nemotron_35_bolt_e4b_4gb_posttrained_gemma/) -- lead source

### Ask HN: what are your go-to free/open-source alternatives to $20/mo AI SaaS?

- Permalink: https://110010.art/d/3e7c3ef8e77944b3/
- Original: https://news.ycombinator.com/item?id=50316590
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: What are your go-to free/open-source alternatives to $20/mo AI SaaS?

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: What are your go-to free/open-source alternatives to $20/mo AI SaaS?](https://news.ycombinator.com/item?id=50316590) -- lead source

### Reddit will discontinue RSS feed on November 13

- Permalink: https://110010.art/d/a64dae94f13b412e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkbl2h/reddit_will_discontinue_rss_feed_on_13th_november/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Reddit will discontinue RSS feed on 13th November

I was not going to post this but I saw this post from some days https://www.reddit.com/r/LocalLLaMA/comments/1xj2pnp/reddit_will_force_everyone_to_log_in/ I use RSS feed to summarize and ask a local AI about relevant...

Coverage:
- r/LocalLLaMA (2026-10-31): [Reddit will discontinue RSS feed on 13th November](https://www.reddit.com/r/LocalLLaMA/comments/1xkbl2h/reddit_will_discontinue_rss_feed_on_13th_november/) -- lead source

### Is your engine lobotomizing your model? Kinda, and I measured it

- Permalink: https://110010.art/d/9ba1b73f02004561/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkbbqi/is_your_engine_lobotomizing_your_model_kinda_and/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Tags: [Qwen](https://110010.art/tags/qwen/)

I've been reading a lot about "engines lobotomizing the models they run", either because they quantize already quantized weights, or because they automatically turn on "hacky" flags to gain decode/prefill performance...

Coverage:
- r/LocalLLaMA (2026-10-31): [Is your engine lobotomizing your model? Kinda, and I measured it](https://www.reddit.com/r/LocalLLaMA/comments/1xkbbqi/is_your_engine_lobotomizing_your_model_kinda_and/) -- lead source

### Goal Pilot AI turns goals into AI-generated daily action plans

- Permalink: https://110010.art/d/6f64c534c14c4ad3/
- Original: https://play.google.com/store/apps/details?id=com.ropixo.goalpilotai&hl=en_US
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Goal Pilot AI – Turn goal into AI-generated daily action plans

Coverage:
- Hacker News (AI) (2026-10-31): [Goal Pilot AI – Turn goal into AI-generated daily action plans](https://news.ycombinator.com/item?id=50316266) -- lead source

### We Won’t “Just Hang Out”

- Permalink: https://110010.art/d/a69035e2ba6c40cb/
- Original: https://borretti.me/article/we-wont-just-hang-out
- Source: Lobsters (AI)
- Published: 2026-10-31

Comments

Coverage:
- Lobsters (AI) (2026-10-31): [We Won’t “Just Hang Out”](https://borretti.me/article/we-wont-just-hang-out) -- lead source

### MoE-centric workstation built with AMD EPYC 7452, Gigabyte MZ32, Radeon AI PRO R9700; about half the price of a DGX Spark, ready for Qwen4 experiments

- Permalink: https://110010.art/d/8aac5d0889834100/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xkau4g/just_finished_my_humble_moecentric_workstation/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Just finished my humble MoE-Centric Workstation
- Tags: [Qwen](https://110010.art/tags/qwen/)

CPU: AMD EPYC 7452 (8 memory channels) Motherboard: Gigabyte MZ32 GPU: Radeon AI PRO R9700 (32GB) RAM: 256GB DDR4 (16×16GB).  Not exactly a “budget” build, but it came in at roughly half the price of a DGX Spark. ...

Coverage:
- r/LocalLLaMA (2026-10-31): [Just finished my humble MoE-Centric Workstation](https://www.reddit.com/r/LocalLLaMA/comments/1xkau4g/just_finished_my_humble_moecentric_workstation/) -- lead source

### Praex: the AI coding agent that answers the question

- Permalink: https://110010.art/d/cb094437dfe041a4/
- Original: https://github.com/ailucius/praex-cli
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Praex The AI coding agent that answers the question

Coverage:
- Hacker News (AI) (2026-10-31): [Praex The AI coding agent that answers the question](https://news.ycombinator.com/item?id=50316065) -- lead source

### To Bin or Not to Bin: a tutorial on fast feedback loops for AI capabilities

- Permalink: https://110010.art/d/86af91555727463e/
- Original: https://alexhans.github.io/posts/to-bin-or-not-to-bin.html
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: To Bin or Not to Bin: A Tutorial on Fast Feedback Loops for AI Capabilities

Coverage:
- Hacker News (AI) (2026-10-31): [To Bin or Not to Bin: A Tutorial on Fast Feedback Loops for AI Capabilities](https://news.ycombinator.com/item?id=50315951) -- lead source

### Ask HN: If AI agents can run 24/7, why is almost nothing shipped overnight?

- Permalink: https://110010.art/d/0de576fdadc74e2d/
- Original: https://news.ycombinator.com/item?id=50315898
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: If AI agents can run 24/7, why is almost nothing shipped overnight?](https://news.ycombinator.com/item?id=50315898) -- lead source

### Show HN: NullPrime — do AI models know when they can't know?

- Permalink: https://110010.art/d/7b37020989784858/
- Original: https://github.com/bmiedlar/nullprime
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: NullPrime – do AI models know when they can't know?

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: NullPrime – do AI models know when they can't know?](https://news.ycombinator.com/item?id=50315553) -- lead source

### Open Science: the open-source AI workbench for scientific research

- Permalink: https://110010.art/d/758c62b68f9c47c8/
- Original: https://github.com/synthetic-sciences/openscience
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Open Science: The open-source AI workbench for scientific research

Coverage:
- Hacker News (AI) (2026-10-31): [Open Science: The open-source AI workbench for scientific research](https://news.ycombinator.com/item?id=50315427) -- lead source

### Anthropic’s path to the Nasdaq encounters new regulatory and market hurdles.

- Permalink: https://110010.art/d/66809e872fd942d9/
- Original: https://www.cnbc.com/2026/10/31/anthropic-ipo-ai-spending.html
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Anthropic's path to the Nasdaq just got a lot bumpier
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-10-31): [Anthropic's path to the Nasdaq just got a lot bumpier](https://news.ycombinator.com/item?id=50315317) -- lead source

### UriScanAI launches AI-powered urine color analyzer and hydration tracker

- Permalink: https://110010.art/d/b00b69ccb2c941ff/
- Original: https://play.google.com/store/apps/details?id=com.uriscanai.app&hl=en_US
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: UriScanAI – An AI-powered urine color analyzer and hydration tracker

Coverage:
- Hacker News (AI) (2026-10-31): [UriScanAI – An AI-powered urine color analyzer and hydration tracker](https://news.ycombinator.com/item?id=50315311) -- lead source

### Collaborative AI agents for autonomous experimental research

- Permalink: https://110010.art/d/c0c30571a1864b73/
- Original: https://arxiv.org/abs/2610.40589
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Collaborative AI agents for autonomous experimental research](https://news.ycombinator.com/item?id=50315090) -- lead source

### What is work for? labor, politics, and meaning in the age of AI

- Permalink: https://110010.art/d/69538bdc19c94ba8/
- Original: https://arxiv.org/abs/2610.39375
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: What Is Work For? Labor, Politics, and Meaning in the Age of AI

Coverage:
- Hacker News (AI) (2026-10-31): [What Is Work For? Labor, Politics, and Meaning in the Age of AI](https://news.ycombinator.com/item?id=50315046) -- lead source

### Progress on continuous learning prompts: will model weights remain frozen or gain plasticity with repeated data ingestion?

- Permalink: https://110010.art/d/ebf9835cb9704a22/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk7srs/any_progress_on_continuous_learning_prompt_will/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Any progress on continuous learning prompt, will we have meaningful weights plasticity or they'll stay forever frozen?

So I'm wondering if we til ever have repeated data ingestion without quality degradation and without full retraining. LoRA and friends are excluded, will we stay forever with frozen weights or will be be able to...

Coverage:
- r/LocalLLaMA (2026-10-31): [Any progress on continuous learning prompt, will we have meaningful weights plasticity or they'll stay forever frozen?](https://www.reddit.com/r/LocalLLaMA/comments/1xk7srs/any_progress_on_continuous_learning_prompt_will/) -- lead source

### Upgrading from i7-13700K: AVX512 support vs price and impact on AI workloads

- Permalink: https://110010.art/d/09c2248979f64d3c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk7gmr/need_you_opinion_on_avx2_vs_avx512/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: need you opinion on avx2 vs avx512

I'm planning to upgrade my cpu from 13700k need some help.  considering 270k plus (best bang for buck?) but its lacking avx512 or go amd 9950x much higher price but has avx512. only 16 cores i have 128gb ddr5 5200mhz...

Coverage:
- r/LocalLLaMA (2026-10-31): [need you opinion on avx2 vs avx512](https://www.reddit.com/r/LocalLLaMA/comments/1xk7gmr/need_you_opinion_on_avx2_vs_avx512/) -- lead source

### Entire insurance industry could be overwhelmed by catastrophic AI event.

- Permalink: https://110010.art/d/c502fc6a3c8a41f5/
- Original: https://www.intelligentinsurer.com/entire-insurance-industry-could-be-overwhelmed-by-catastrophic-ai-event-anthropic
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Entire Insurance industry could be overwhelmed by catastrophic AI event

Coverage:
- Hacker News (AI) (2026-10-31): [Entire Insurance industry could be overwhelmed by catastrophic AI event](https://news.ycombinator.com/item?id=50314874) -- lead source

### Estimate and track the environmental footprint of GenAI models at inference

- Permalink: https://110010.art/d/f173cd9b15b345e9/
- Original: https://ecologits.ai/latest/
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Estimate and track the environmental footprint of GenAI models at inference](https://news.ycombinator.com/item?id=50314637) -- lead source

### The supercomputer powering Greece’s AI ambitions

- Permalink: https://110010.art/d/6d92e9009ab94568/
- Original: https://www.ekathimerini.com/economy/1319798/inside-the-supercomputer-powering-greeces-ai-ambitions/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: The supercomputer powering Greece's AI ambitions

Coverage:
- Hacker News (AI) (2026-10-31): [The supercomputer powering Greece's AI ambitions](https://news.ycombinator.com/item?id=50314531) -- lead source

### Show HN: JJ Suna AI opens 5B Flow-Matching DiT for 48 kHz music synthesis

- Permalink: https://110010.art/d/5b816721eab94fec/
- Original: https://suna.jjcoders.com/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: JJ Suna AI – Open 5B Flow-Matching DiT for 48 KHz Music Synthesis

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: JJ Suna AI – Open 5B Flow-Matching DiT for 48 KHz Music Synthesis](https://news.ycombinator.com/item?id=50314522) -- lead source

### Show HN: I benchmarked a voice AI against real people and it scored at chance

- Permalink: https://110010.art/d/2c04784d07f84cc0/
- Original: https://mundi.chat/try
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: I benchmarked a voice AI against real people. It scored at chance

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: I benchmarked a voice AI against real people. It scored at chance](https://news.ycombinator.com/item?id=50314370) -- lead source

### Books about the AI revolution happening now

- Permalink: https://110010.art/d/e02ac9b612974185/
- Original: https://news.ycombinator.com/item?id=50314339
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: Books about AI Revolution happening now

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: Books about AI Revolution happening now](https://news.ycombinator.com/item?id=50314339) -- lead source

### An AI agent reads a Shift_JIS page as 208,953 replacement characters

- Permalink: https://110010.art/d/a6fac56d7f6045e9/
- Original: https://github.com/openclaw/openclaw/pull/188766
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: An AI agent read a Shift_JIS page as 208,953 replacement characters

Coverage:
- Hacker News (AI) (2026-10-31): [An AI agent read a Shift_JIS page as 208,953 replacement characters](https://news.ycombinator.com/item?id=50314324) -- lead source

### Why Google, Microsoft, Anthropic and OpenAI need their own AI detection tools

- Permalink: https://110010.art/d/870896d5d16d4997/
- Original: https://news.ycombinator.com/item?id=50314217
- Source: Hacker News (AI)
- Published: 2026-10-31
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-10-31): [Why Google, Microsoft, Anthropic and OpenAI need their own AI detection tools](https://news.ycombinator.com/item?id=50314217) -- lead source

### Video grep in terminal for agents and humans finds moments in video descriptions from the terminal

- Permalink: https://110010.art/d/a00709062bc549f2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk4tx7/video_grep_in_terminal_for_agents/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Video grep in terminal for Agents

Find the moment inside your videos by describing what happens in it, straight from the terminal. No need of monitor to figure out what happened in the video.  I built this tool that can be used by both humans and...

Coverage:
- r/LocalLLaMA (2026-10-31): [Video grep in terminal for Agents](https://www.reddit.com/r/LocalLLaMA/comments/1xk4tx7/video_grep_in_terminal_for_agents/) -- lead source

### State of the prompt: what people ask AI

- Permalink: https://110010.art/d/74ca13b186ff453a/
- Original: https://stateoftheprompt.net/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: State of the Prompt: What People Ask AI

Coverage:
- Hacker News (AI) (2026-10-31): [State of the Prompt: What People Ask AI](https://news.ycombinator.com/item?id=50314087) -- lead source

### Nature paper presents 8B-parameter multimodal vision-language model surpassing clinicians in radiology and dermatology

- Permalink: https://110010.art/d/34ef747638884ff9/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk3pom/8b_parameter_model_evlffm_surpasses_clinicians_in/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: 8b parameter model (EVLF-FM) surpasses clinicians in multimodal understanding

paper released two days ago: "A clinical multimodal vision language foundation model with fine-grain explainability" published in NATURE. https://www.nature.com/articles/s41591-026-04655-5 this shit is INSANE! 8b...

Coverage:
- r/LocalLLaMA (2026-10-31): [8b parameter model (EVLF-FM) surpasses clinicians in multimodal understanding](https://www.reddit.com/r/LocalLLaMA/comments/1xk3pom/8b_parameter_model_evlffm_surpasses_clinicians_in/) -- lead source

### What are the best datasets to train a chat model that responds to user input without continuing text?

- Permalink: https://110010.art/d/c82656af3b9748d3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk2pxq/what_are_the_best_datasets_if_i_want_to_train_a/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: What are the best datasets if i want to train a chat model?

I want to train a text generation Transformer that responds to user input without continuing text. What are the best datasets for that? I have an RTX 3050 and I want to use small datasets that can actually produce an...

Coverage:
- r/LocalLLaMA (2026-10-31): [What are the best datasets if i want to train a chat model?](https://www.reddit.com/r/LocalLLaMA/comments/1xk2pxq/what_are_the_best_datasets_if_i_want_to_train_a/) -- lead source

### Ask HN: is anyone else struggling with AI wealth FOMO?

- Permalink: https://110010.art/d/6c3be6f34f2a473d/
- Original: https://news.ycombinator.com/item?id=50313645
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Ask HN: Is anyone else struggling with AI wealth FOMO?

Coverage:
- Hacker News (AI) (2026-10-31): [Ask HN: Is anyone else struggling with AI wealth FOMO?](https://news.ycombinator.com/item?id=50313645) -- lead source

### Google adopts new AI training control; Google, OpenAI, Microsoft, and Anthropic back a shared robots.txt option

- Permalink: https://110010.art/d/32a56a862e204b5c/
- Original: https://www.seroundtable.com/google-ai-training-control-42430.html
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Google Adopts New AI Training Control

Coverage:
- Hacker News (AI) (2026-10-31): [Google Adopts New AI Training Control](https://news.ycombinator.com/item?id=50313575) -- lead source
- Hacker News (AI) (2026-11-02): [Supporting a shared AI training control for websites](https://news.ycombinator.com/item?id=50341527)
- Hacker News (AI) (2026-11-06): [Google, OpenAI, and Anthropic back a shared robots.txt AI training signal](https://news.ycombinator.com/item?id=50395808)

### Show HN: Archwhere – work alongside AI coding agents on an architecture map

- Permalink: https://110010.art/d/f522fe7ea6b546d5/
- Original: https://github.com/tapaskar/archwhere
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: Archwhere – work alongside AI coding agents on an architecture map](https://news.ycombinator.com/item?id=50313522) -- lead source

### Lawyer with too many GPUs runs DeepSeek-V4.1-Flash on 2x DGX Spark; publishes full stack, raw data, and benchmarks

- Permalink: https://110010.art/d/852d455920854378/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk20x5/lawyer_with_too_many_gpus_part_3_deepseekv41flash/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Lawyer with too many GPUs, part 3: DeepSeek-V4.1-Flash on 2x DGX Spark + an old 3090 box. 2,600+ tok/s prefill to 256K, 322 tok/s structured output, full stack and raw data published
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Claude](https://110010.art/tags/claude/)

Update from the lawyer with the V100 server. I went and got two DGX Sparks, because of course I did. The mid-life crisis remains on schedule. Same deal as before: still a lawyer, still driving the whole thing through...

Coverage:
- r/LocalLLaMA (2026-10-31): [Lawyer with too many GPUs, part 3: DeepSeek-V4.1-Flash on 2x DGX Spark + an old 3090 box. 2,600+ tok/s prefill to 256K, 322 tok/s structured output, full stack and raw data published](https://www.reddit.com/r/LocalLLaMA/comments/1xk20x5/lawyer_with_too_many_gpus_part_3_deepseekv41flash/) -- lead source

### AI gave me the skills; it didn’t give me people

- Permalink: https://110010.art/d/1ec831dcecd9480b/
- Original: https://apps.apple.com/us/app/neonetworking/id6818046802
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN:AI gave me the skills. It didn't give me people

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN:AI gave me the skills. It didn't give me people](https://news.ycombinator.com/item?id=50313446) -- lead source

### Koboldcpp v1.124 released

- Permalink: https://110010.art/d/9193cdd5a7954091/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk1vyk/koboldcpp_v1124_released/
- Source: r/LocalLLaMA
- Published: 2026-10-31

submitted by    /u/Fcking_Chuck   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Koboldcpp v1.124 released](https://www.reddit.com/r/LocalLLaMA/comments/1xk1vyk/koboldcpp_v1124_released/) -- lead source

### InstanStore uses AI to draft products and sales pages for a creator store.

- Permalink: https://110010.art/d/713cc27ce15d49fb/
- Original: https://instanstore.com/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: InstanStore – AI drafts products and sales pages for a creator store

Coverage:
- Hacker News (AI) (2026-10-31): [InstanStore – AI drafts products and sales pages for a creator store](https://news.ycombinator.com/item?id=50313312) -- lead source

### First memory, storage, and now PCBsss: AI boom triggers massive PCB shortage with orders booked until 2030, posing big challenges for consumer hardware vendors

- Permalink: https://110010.art/d/d45a93a3812d4a85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xk17m0/first_memory_storage_and_now_pcbsss_ai_boom/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: First memory, storage, and now PCBsss: AI Boom Triggers Massive PCB Shortage With Orders Booked Until 2030, Posing Big Challenges For Consumer Hardware Vendors

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [First memory, storage, and now PCBsss: AI Boom Triggers Massive PCB Shortage With Orders Booked Until 2030, Posing Big Challenges For Consumer Hardware Vendors](https://www.reddit.com/r/LocalLLaMA/comments/1xk17m0/first_memory_storage_and_now_pcbsss_ai_boom/) -- lead source

### Lambda.ai experiences service outage.

- Permalink: https://110010.art/d/9eddd235e0fc44a2/
- Original: https://lambda.ai
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Lambda.ai Is Down?

Coverage:
- Hacker News (AI) (2026-10-31): [Lambda.ai Is Down?](https://news.ycombinator.com/item?id=50313191) -- lead source

### ResumeFitting analyzes ATS gaps and keyword matching for resumes

- Permalink: https://110010.art/d/1b43094c5bbe49e9/
- Original: https://resumefitting.com
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: ResumeFitting – AI resume ATS gap analysis and keyword matching

Coverage:
- Hacker News (AI) (2026-10-31): [ResumeFitting – AI resume ATS gap analysis and keyword matching](https://news.ycombinator.com/item?id=50313058) -- lead source

### Five AI coding tools’ built-in browsers broke basic browser rules

- Permalink: https://110010.art/d/431f3d2b97af4da5/
- Original: https://theainewsreport.com/2026-10-30-embrace-ai-coding-assistant-embedded-browser-flaws-explained.html
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: How the built-in browsers in five AI coding tools broke basic browser rules

Coverage:
- Hacker News (AI) (2026-10-31): [How the built-in browsers in five AI coding tools broke basic browser rules](https://news.ycombinator.com/item?id=50312964) -- lead source

### VX100 and AXM2 reference for DIY AI hardware projects

- Permalink: https://110010.art/d/4d33750ec758405d/
- Original: https://github.com/pigeon-labs-stack/v100-sxm2-reference
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: VX100 and AXM2 Reference for DIY AI Hardware Projects

Coverage:
- Hacker News (AI) (2026-10-31): [VX100 and AXM2 Reference for DIY AI Hardware Projects](https://news.ycombinator.com/item?id=50312953) -- lead source

### Qwen3.8 27b: comparing int4-awq to int8 in loop testing with vLLM and Hermes

- Permalink: https://110010.art/d/7676580166c948c0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjzm9q/qwen38_27b_loop_testing_int4_awq_vs_int8/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Qwen3.8 27b loop testing int4 awq vs int8
- Tags: [Qwen](https://110010.art/tags/qwen/)

I know this some old news, but i got some numbers here from my heavy agent load. In mid-October I switch from INT8 (4×3090) to AWQ INT4 (2×3090). Same sampling, harness(Hermes), and loop detector, so I compared about...

Coverage:
- r/LocalLLaMA (2026-10-31): [Qwen3.8 27b loop testing int4 awq vs int8](https://www.reddit.com/r/LocalLLaMA/comments/1xjzm9q/qwen38_27b_loop_testing_int4_awq_vs_int8/) -- lead source

### Report of the Summit on math research in the age of AI

- Permalink: https://110010.art/d/519e1acb61fd4d28/
- Original: https://terrytao.wordpress.com/2026/10/30/__trashed/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Report of the Summit on Math Research in the Age of AI

Coverage:
- Hacker News (AI) (2026-10-31): [Report of the Summit on Math Research in the Age of AI](https://news.ycombinator.com/item?id=50312866) -- lead source

### Hi3D launches AI 3D model with 2048³ voxel resolution

- Permalink: https://110010.art/d/0ddc89abf63d4ba5/
- Original: https://3dprintingindustry.com/news/hi3d-launches-ai-3d-model-with-2048%C2%B3-voxel-resolution-254150/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Hi3D Launches AI 3D Model with 2048³ Voxel Resolution

Coverage:
- Hacker News (AI) (2026-10-31): [Hi3D Launches AI 3D Model with 2048³ Voxel Resolution](https://news.ycombinator.com/item?id=50312720) -- lead source

### Predictions on Qwen4 HC and Quantization.

- Permalink: https://110010.art/d/b8d64c9697664de2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjy0uv/a_few_predictions_on_qwen4_hc_and_quantization/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: A few predictions on Qwen4 HC and Quantization while we wait
- Tags: [Qwen](https://110010.art/tags/qwen/)

I previously wrote about the shift to 4-way HC. Traditionally, optimization has focused primarily on FFN and Attention. With the HC architecture, however, residual stream mixing and information preservation must also...

Coverage:
- r/LocalLLaMA (2026-10-31): [A few predictions on Qwen4 HC and Quantization while we wait](https://www.reddit.com/r/LocalLLaMA/comments/1xjy0uv/a_few_predictions_on_qwen4_hc_and_quantization/) -- lead source

### Postgres 19 is late, and it's AI's fault

- Permalink: https://110010.art/d/8ef0128a722b4d24/
- Original: http://rhaas.blogspot.com/2026/10/postgres-19-is-late-and-its-ais-fault.html
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Postgres 19 is late, and it's AI's fault](https://news.ycombinator.com/item?id=50312408) -- lead source
- Hacker News (AI) (2026-11-02): [Haas: Postgres 19 is late, and it's AI's fault](https://news.ycombinator.com/item?id=50334549)

### Show HN: Ghost in the Log – a Halloween log investigation with a live AI

- Permalink: https://110010.art/d/02b6966de01e4347/
- Original: https://ghost-in-the-log.vercel.app/
- Source: Hacker News (AI)
- Published: 2026-10-31

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: Ghost in the Log – a Halloween log investigation with a live AI](https://news.ycombinator.com/item?id=50312389) -- lead source

### Anthropomorphize AI only after learning what “AI wants” means

- Permalink: https://110010.art/d/a994127403d44a65/
- Original: https://blog.kolen.dev/LLM/want
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Anthropomorphize AI, but first learn what 'AI wants' means

Coverage:
- Hacker News (AI) (2026-10-31): [Anthropomorphize AI, but first learn what 'AI wants' means](https://news.ycombinator.com/item?id=50312361) -- lead source

### Rewriting copyright law for generative AI would hurt everyone

- Permalink: https://110010.art/d/d6934768061445b1/
- Original: https://www.eff.org/deeplinks/2026/10/rewriting-copyright-law-generative-ai-would-hurt-everyone
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Rewriting Copyright Law for Generative AI Would Hurt Everyone

Coverage:
- Hacker News (AI) (2026-10-31): [Rewriting Copyright Law for Generative AI Would Hurt Everyone](https://news.ycombinator.com/item?id=50312342) -- lead source

### Cohere’s test of Qwen3.8-Flash-Next on Microsoft CTI-REALM shows the model ignored the prompt and stated it would make zero tool calls.

- Permalink: https://110010.art/d/8b49da22bdab4158/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjx36m/the_multidimensional_butterfly_effect_what_cohere/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: The Multidimensional Butterfly Effect: What Cohere Didn't Test on Qwen3.8-Flash-Next
- Tags: [Qwen](https://110010.art/tags/qwen/), [Cohere](https://110010.art/tags/cohere/), [Alibaba](https://110010.art/tags/alibaba/)

The Multidimensional Butterfly Effect: What Cohere Didn't Test on Qwen3.8-Flash-Next Mark Galyan October 30, 2026 The model is not the model is not the model is not the... The Ghost of sanmaohe What Happened: While...

Coverage:
- r/LocalLLaMA (2026-10-31): [The Multidimensional Butterfly Effect: What Cohere Didn't Test on Qwen3.8-Flash-Next](https://www.reddit.com/r/LocalLLaMA/comments/1xjx36m/the_multidimensional_butterfly_effect_what_cohere/) -- lead source

### Speedb0at asks when Fable 5.gguf will be released

- Permalink: https://110010.art/d/4923b4e7d7124f35/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjwtrv/fable_5gguf_when/
- Source: r/LocalLLaMA
- Published: 2026-10-31
- Original headline: Fable 5.gguf when?

submitted by    /u/speedb0at   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-31): [Fable 5.gguf when?](https://www.reddit.com/r/LocalLLaMA/comments/1xjwtrv/fable_5gguf_when/) -- lead source

### Governor, a firewall for AI agent spend and tool calls

- Permalink: https://110010.art/d/1ebd9ef808c14c8c/
- Original: https://bsvkey-governor-demo.fly.dev/
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Show HN: Governor, a firewall for AI agent spend and tool calls

Coverage:
- Hacker News (AI) (2026-10-31): [Show HN: Governor, a firewall for AI agent spend and tool calls](https://news.ycombinator.com/item?id=50311974) -- lead source

### Black October: at least nine AI developer platforms breached this month

- Permalink: https://110010.art/d/5c0d12b33e9d4f82/
- Original: https://www.wiz.io/blog/black-october-for-ai-developer-platforms
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Black October: At least nine AI developer platforms breached this month

Coverage:
- Hacker News (AI) (2026-10-31): [Black October: At least nine AI developer platforms breached this month](https://news.ycombinator.com/item?id=50311844) -- lead source

### Where AI agents’ social boundaries break: five LLMs attempt to form a government

- Permalink: https://110010.art/d/254def470e3a4e0c/
- Original: https://judgementlabs.app/blog/the-coalition-room
- Source: Hacker News (AI)
- Published: 2026-10-31
- Original headline: Where AI agents' social boundaries break: 5 LLMs try to form a government

Coverage:
- Hacker News (AI) (2026-10-31): [Where AI agents' social boundaries break: 5 LLMs try to form a government](https://news.ycombinator.com/item?id=50311801) -- lead source

### Analysts followed an AI agent's randomly assigned preferences in 86% of decisions

- Permalink: https://110010.art/d/c4aaca62c8d94e2f/
- Original: https://www.anthropic.com/research/agents-judgment-calls
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI agents shape experts' judgment calls

Coverage:
- Hacker News (AI) (2026-10-30): [AI agents shape experts' judgment calls](https://news.ycombinator.com/item?id=50311585) -- lead source

### AI changes what builders can create

- Permalink: https://110010.art/d/368958c7a5104818/
- Original: https://tanner.place/blog/how-ai-changed-what-i-can-build
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI changed what I can build

Coverage:
- Hacker News (AI) (2026-10-30): [AI changed what I can build](https://news.ycombinator.com/item?id=50311326) -- lead source

### Assure – your AI agent says "done." This checks if it's lying

- Permalink: https://110010.art/d/c11d0f9a2c734f9e/
- Original: https://github.com/mgasparin67-cmd/Agent-verification_Assure
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Assure – your AI agent says "done." This checks if it's lying](https://news.ycombinator.com/item?id=50311101) -- lead source

### AI's bill is due; intelligence or brand?

- Permalink: https://110010.art/d/a1253617b44a4814/
- Original: https://www.youtube.com/undefined
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI's Bill Is Due – Intelligence or Brand? – Cold Logic – EP01

Coverage:
- Hacker News (AI) (2026-10-30): [AI's Bill Is Due – Intelligence or Brand? – Cold Logic – EP01](https://news.ycombinator.com/item?id=50311048) -- lead source

### Defining AI

- Permalink: https://110010.art/d/a151c45682fd47d4/
- Original: https://ali-alkhatib.com/blog/defining-ai
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Defining AI](https://news.ycombinator.com/item?id=50311026) -- lead source

### After the AI crash: now what?

- Permalink: https://110010.art/d/e0eef4fe4a344a89/
- Original: https://sorathompson.substack.com/p/now-what
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Now what? After the AI crash

Coverage:
- Hacker News (AI) (2026-10-30): [Now what? After the AI crash](https://news.ycombinator.com/item?id=50311017) -- lead source

### Qwen3.8 27B 16GB setup achieves 110k context, ~55 t/s on 5070 Ti with custom 16GB GGUF-4.2BPW weights; context window issues above ~60k noted

- Permalink: https://110010.art/d/5cfb665e27bb46c4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjte7t/made_a_really_good_qwen38_27b_16gb_setup_no/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Made a really good Qwen3.8 27B 16GB setup, no strata/streaming-kv
- Tags: [Qwen](https://110010.art/tags/qwen/), [Hugging Face](https://110010.art/tags/hugging-face/)

I wanted to share my setup thats working really well for my fellow 16GB desktop suffrage crew. I am able to get 110k context with ~1.5GB to spare and around 55 t/s on my 5070 TI. First off I found this model...

Coverage:
- r/LocalLLaMA (2026-10-30): [Made a really good Qwen3.8 27B 16GB setup, no strata/streaming-kv](https://www.reddit.com/r/LocalLLaMA/comments/1xjte7t/made_a_really_good_qwen38_27b_16gb_setup_no/) -- lead source
- r/LocalLLaMA (2026-10-31): [Betelgeuse: Running Qwen 3.8 Flash Next at 22 tok/s sustained (spiking to 48 tok/s) on an RTX 3060 12GB + 16GB DDR4 RAM 100% bit-exact!](https://www.reddit.com/r/LocalLLaMA/comments/1xk8s6z/betelgeuse_running_qwen_38_flash_next_at_22_toks/)
- r/LocalLLaMA (2026-10-31): [Qwen3.8 flash next on igpu? Anybody achieve it?](https://www.reddit.com/r/LocalLLaMA/comments/1xki284/qwen38_flash_next_on_igpu_anybody_achieve_it/)
- r/LocalLLaMA (2026-11-01): [Rented some server time and wanted to share some learnings from benching using RAM heavier servers with some decent GPU: AMD EPYC and ROME motherboards really *ARE* worth it: Qwen 3.8 Flash Next Unsloth Q8 at 94 tok/s c=1, 456 tok/s c=8 .](https://www.reddit.com/r/LocalLLaMA/comments/1xkvp10/rented_some_server_time_and_wanted_to_share_some/)
- r/LocalLLaMA (2026-11-01): [An updated 2.3bpw model for qwen 27b + 12 GB cards: ties Qwen3.6 BF16 on LiveCode Bench and reduces error by 37-57% vs a previous checkpoint](https://www.reddit.com/r/LocalLLaMA/comments/1xlerw1/an_updated_23bpw_model_for_qwen_27b_12_gb_cards/)
- r/LocalLLaMA (2026-11-01): [Qwen 3.8 Flash Next NVFP4 on 64gb RAM and 5090, Basalt. Ditched windows for it. Very hyped for qwen 4 model family now.](https://www.reddit.com/r/LocalLLaMA/comments/1xlicia/qwen_38_flash_next_nvfp4_on_64gb_ram_and_5090/)

### Intel and Oracle to collaborate around agentic AI on OCI

- Permalink: https://110010.art/d/487a8158b15b43ec/
- Original: https://www.intel.com/content/www/us/en/newsroom/news/corporate/intel-oracle-collaborate-on-enterprise-and-agentic-ai.html
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: INTC and ORCL to Collab Around Agentic AI on OCI

Coverage:
- Hacker News (AI) (2026-10-30): [INTC and ORCL to Collab Around Agentic AI on OCI](https://news.ycombinator.com/item?id=50310875) -- lead source

### Ignore AI and ask for that pay rise

- Permalink: https://110010.art/d/29763ca2bd9c4cb3/
- Original: https://www.economist.com/finance-and-economics/2026/10/29/ignore-ai-and-ask-for-that-pay-rise
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Ignore AI and ask for that pay rise](https://news.ycombinator.com/item?id=50310851) -- lead source

### I’m killing AI slop spam with a simple Google script

- Permalink: https://110010.art/d/e2f7bb2cc4dd4e4e/
- Original: https://news.ycombinator.com/item?id=50310650
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: I'm killing AI slop spam with a simple Google script

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: I'm killing AI slop spam with a simple Google script](https://news.ycombinator.com/item?id=50310650) -- lead source

### AI changes so fast that saved knowledge becomes outdated

- Permalink: https://110010.art/d/96b5021b0c594e54/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjsjhy/ai_changes_so_fast_any_saved_knowledge_gets/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: AI changes so fast, any saved knowledge gets outdated
- Tags: [Qwen](https://110010.art/tags/qwen/)

Unlike most disciplines, AI changes so fast that its almost impossible to keep up. New models come every few weeks/months at most.  And when it comes to agentic coding/harnesses/best practices..... do tools for agent...

Coverage:
- r/LocalLLaMA (2026-10-30): [AI changes so fast, any saved knowledge gets outdated](https://www.reddit.com/r/LocalLLaMA/comments/1xjsjhy/ai_changes_so_fast_any_saved_knowledge_gets/) -- lead source

### Why my AI agents keep lying? How do we trust?

- Permalink: https://110010.art/d/e5f49d85727e4fd5/
- Original: https://dotpals.vercel.app/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Why my AI agents keep lie-ing? How do we trust?

Coverage:
- Hacker News (AI) (2026-10-30): [Why my AI agents keep lie-ing? How do we trust?](https://news.ycombinator.com/item?id=50310584) -- lead source

### How much of an environmental menace is AI?

- Permalink: https://110010.art/d/a742cb30c71a48b8/
- Original: https://www.cnn.com/2026/10/16/climate/ai-environmental-impact-energy-water-noise-explainer
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [How much of an environmental menace is AI?](https://news.ycombinator.com/item?id=50310555) -- lead source

### AI capital spending is booming; what about shareholder returns?

- Permalink: https://110010.art/d/7ab45dba167b4a9b/
- Original: https://michaelhillaert1.substack.com/p/valuation-dislocation-october-2026
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Capital Spending Is Booming. But What About Shareholder Returns?

Coverage:
- Hacker News (AI) (2026-10-30): [AI Capital Spending Is Booming. But What About Shareholder Returns?](https://news.ycombinator.com/item?id=50310531) -- lead source

### Using AI to revive frozen bubble

- Permalink: https://110010.art/d/c5528b41228245e3/
- Original: https://github.com/guax/frozen-bubble
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Using AI to Revive Frozen Bubble

Coverage:
- Hacker News (AI) (2026-10-30): [Using AI to Revive Frozen Bubble](https://news.ycombinator.com/item?id=50310357) -- lead source

### OpenAI's latest discoveries spark a backlash; Help My kid hates AI

- Permalink: https://110010.art/d/ddab89c77e824c94/
- Original: https://text.npr.org/nx-s1-6022556
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: OpenAI's latest discoveries spark a backlash and Help My kid hates AI
- Tags: [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-10-30): [OpenAI's latest discoveries spark a backlash and Help My kid hates AI](https://news.ycombinator.com/item?id=50310311) -- lead source

### From blank page to PDF in three steps AI resume builder

- Permalink: https://110010.art/d/1f63b5b225c14683/
- Original: https://nokku.payanai.com/resume-builder
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [From blank page to PDF in three steps AI resume builder](https://news.ycombinator.com/item?id=50310261) -- lead source

### Inquest: an AI infrastructure investigator uses Nemotron and MCP [video]

- Permalink: https://110010.art/d/8724319aed904dee/
- Original: https://www.youtube.com/watch?v=ZvImEHQ09UY
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Inquest: An AI Infrastructure Investigator Using Nemotron and MCP [video]
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-10-30): [Inquest: An AI Infrastructure Investigator Using Nemotron and MCP [video]](https://news.ycombinator.com/item?id=50310198) -- lead source

### Generative AI's environmental impact

- Permalink: https://110010.art/d/0cb87fd8c44a42dd/
- Original: https://news.mit.edu/2025/explained-generative-ai-environmental-impact-0117
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Generative AI's Environmental Impact

Coverage:
- Hacker News (AI) (2026-10-30): [Generative AI's Environmental Impact](https://news.ycombinator.com/item?id=50310131) -- lead source
- Hacker News (AI) (2026-10-31): [The Impact of Generative AI on Critical Thinking: Self-Reported (2025)](https://news.ycombinator.com/item?id=50318401)

### AMD plans another Radeon GPU price increase in November

- Permalink: https://110010.art/d/ea6e75f84c704f74/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjrery/amd_reportedly_plans_another_radeon_gpu_price/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: AMD reportedly plans another Radeon GPU price increase in November

submitted by    /u/chemist_slime   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-30): [AMD reportedly plans another Radeon GPU price increase in November](https://www.reddit.com/r/LocalLLaMA/comments/1xjrery/amd_reportedly_plans_another_radeon_gpu_price/) -- lead source

### Open Agent Primitives: run enterprise AI agents securely

- Permalink: https://110010.art/d/aa8bbd1610ff4acb/
- Original: https://openap.org
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Open Agent Primitives: Run enterprise AI agents securely

Coverage:
- Hacker News (AI) (2026-10-30): [Open Agent Primitives: Run enterprise AI agents securely](https://news.ycombinator.com/item?id=50310122) -- lead source

### Google’s Project Suncatcher satellite runs Gemma 4 on an onboard TPU and transmits its first generated response back to Earth, writing a poem.

- Permalink: https://110010.art/d/b1c2e15905fb4afa/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjrdji/local_ai_made_it_to_space/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Local ai made it to space 🚀
- Tags: [Gemma](https://110010.art/tags/gemma/)

Google just confirmed that its Project Suncatcher satellite successfully ran Gemma 4 on an onboard TPU and transmitted its first generated response back to Earth. It wrote a poem 👌...

Coverage:
- r/LocalLLaMA (2026-10-30): [Local ai made it to space 🚀](https://www.reddit.com/r/LocalLLaMA/comments/1xjrdji/local_ai_made_it_to_space/) -- lead source

### Show HN: mobile-agent – Let AI agents control Android and iOS devices

- Permalink: https://110010.art/d/d0c657e038664519/
- Original: https://github.com/gesposito/mobile-agent
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: mobile-agent – Let AI agents control Android and iOS devices](https://news.ycombinator.com/item?id=50310027) -- lead source

### Benchmarks misrepresent model difficulty by overweighting certain regions and leaving parts of the difficulty axis uncovered

- Permalink: https://110010.art/d/040abfd5da4142a1/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjr3th/benchmarks_are_an_unreliable_measure_of_difficulty/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Benchmarks are an unreliable measure of difficulty

Very interesting paper on the way that benchmark question difficulty and framing affect the observed improvement in scores for model training. “Our results show that many benchmarks implicitly overweight certain...

Coverage:
- r/LocalLLaMA (2026-10-30): [Benchmarks are an unreliable measure of difficulty](https://www.reddit.com/r/LocalLLaMA/comments/1xjr3th/benchmarks_are_an_unreliable_measure_of_difficulty/) -- lead source

### Venice: The Antidote to AI

- Permalink: https://110010.art/d/55bdac28864e413b/
- Original: https://www.with-flo.com/journal/venice
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Venice: The Antidote to AI](https://news.ycombinator.com/item?id=50309936) -- lead source

### Don't make a human do what AI is amazing at

- Permalink: https://110010.art/d/e8c399f44f414e90/
- Original: https://www.johnnunemaker.com/dont-make-a-human-do-what-ai-is-amazing-at/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Don't Make a Human Do What AI Is Amazing At

Coverage:
- Hacker News (AI) (2026-10-30): [Don't Make a Human Do What AI Is Amazing At](https://news.ycombinator.com/item?id=50309929) -- lead source

### Big Tech sheds nearly $900B in rout over soaring AI spending

- Permalink: https://110010.art/d/48d5de6c24054782/
- Original: https://www.ft.com/content/c695558e-11e6-494c-aeee-0f9fb5c75afc
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Big Tech sheds nearly $900B in rout over soaring AI spending](https://news.ycombinator.com/item?id=50309862) -- lead source
- Hacker News (AI) (2026-11-02): [Anthropic reveals $900B AI spending commitments ahead of IPO](https://news.ycombinator.com/item?id=50342424)

### AI enters its homelab era, per blog post

- Permalink: https://110010.art/d/6ddedcd5c3154bf5/
- Original: https://spencer.imbleau.com/blog/ai/2026/09/07/ai-is-still-in-its-homelab-era.html
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Blog: AI is in its Homelab era

Coverage:
- Hacker News (AI) (2026-10-30): [Blog: AI is in its Homelab era](https://news.ycombinator.com/item?id=50309858) -- lead source

### Chinese AI chipmaker Iluvatar CoreX says new GPU matches Nvidia’s H200

- Permalink: https://110010.art/d/057a8d4aa774440d/
- Original: https://www.scmp.com/tech/tech-war/article/3372598/ai-chipmaker-iluvatar-corex-says-new-gpu-matches-nvidias-h200-home-grown-push-accelerates
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Chinese AI chipmaker Iluvatar CoreX says new GPU matches Nvidia's H200
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Coverage:
- Hacker News (AI) (2026-10-30): [Chinese AI chipmaker Iluvatar CoreX says new GPU matches Nvidia's H200](https://news.ycombinator.com/item?id=50309813) -- lead source

### PrimeForge AI releases a multi-channel marketing campaign generator from a single prompt

- Permalink: https://110010.art/d/e7ff78d7e1564443/
- Original: https://news.ycombinator.com/item?id=50309788
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: PrimeForge AI – Multi-channel marketing campaign generator from a single prompt

Coverage:
- Hacker News (AI) (2026-10-30): [PrimeForge AI – Multi-channel marketing campaign generator from a single prompt](https://news.ycombinator.com/item?id=50309788) -- lead source

### Kubernetes work to support AI workloads underway

- Permalink: https://110010.art/d/2901d87ca60f4432/
- Original: https://www.cncf.io/blog/2026/10/19/how-ai-workloads-are-reshaping-kubernetes-autoscaling/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: What's happening in Kubernetes to support AI workloads

Coverage:
- Hacker News (AI) (2026-10-30): [What's happening in Kubernetes to support AI workloads](https://news.ycombinator.com/item?id=50309663) -- lead source

### EasyRE-Agent solves crackmes and verifies its own answers

- Permalink: https://110010.art/d/05ee460248d345fa/
- Original: https://github.com/wojtas99/EasyRE-Agent
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: EasyRE-Agent – an AI agent that solves crackmes and checks its own answers

Coverage:
- Hacker News (AI) (2026-10-30): [EasyRE-Agent – an AI agent that solves crackmes and checks its own answers](https://news.ycombinator.com/item?id=50309306) -- lead source

### Qwen27B vs GPT-6

- Permalink: https://110010.art/d/76ef7342af0f40bb/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjpfvi/qwen27b_vs_gpt_6/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Qwen27b vs GPT 6

submitted by    /u/Express_Quail_1493   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-30): [Qwen27b vs GPT 6](https://www.reddit.com/r/LocalLLaMA/comments/1xjpfvi/qwen27b_vs_gpt_6/) -- lead source

### vLLM adds PLE disk offload support on nightly build

- Permalink: https://110010.art/d/c7a949441baa4a05/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjpbcg/vllm_now_has_ple_disk_offload_support_on_nightly/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: vLLM now has PLE disk offload support on nightly

submitted by    /u/rmhubbert   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-30): [vLLM now has PLE disk offload support on nightly](https://www.reddit.com/r/LocalLLaMA/comments/1xjpbcg/vllm_now_has_ple_disk_offload_support_on_nightly/) -- lead source

### Put AI to work for you

- Permalink: https://110010.art/d/7e6f1e954e004c3a/
- Original: https://ifttt.com/explore/put-ai-to-work-for-you
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Put AI to Work for You

Coverage:
- Hacker News (AI) (2026-10-30): [Put AI to Work for You](https://news.ycombinator.com/item?id=50308597) -- lead source

### Tracking 11,709 AI launches on Hacker News

- Permalink: https://110010.art/d/a9fa1407ace04f4f/
- Original: https://spark.site/blog/ai-startup-failure-rate
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Tracking 11,709 AI launches on Hacker News](https://news.ycombinator.com/item?id=50308565) -- lead source

### Rival AI models write an encyclopedia and judge each other blind

- Permalink: https://110010.art/d/04cc17d967364dd4/
- Original: https://scio.md/
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Rival AI models write an encyclopedia and judge each other blind](https://news.ycombinator.com/item?id=50308510) -- lead source

### CoreWeave borrows to build the AI cloud.

- Permalink: https://110010.art/d/7cdc5875fcf94692/
- Original: https://editide.com/pintura/coreweave/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: CoreWeave: Borrowing to Build the AI Cloud

Coverage:
- Hacker News (AI) (2026-10-30): [CoreWeave: Borrowing to Build the AI Cloud](https://news.ycombinator.com/item?id=50308403) -- lead source

### Audio8 Open Weight TTS 600M

- Permalink: https://110010.art/d/544eb21e64394ce1/
- Original: https://github.com/Edge0-AI/Audio8_TTS
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Audio8 Open Weight TTS 600M](https://news.ycombinator.com/item?id=50308259) -- lead source

### Gnosh.ai launches a super intelligent AI harness that thinks, plans, recalls in Go

- Permalink: https://110010.art/d/3a367d40019a48e5/
- Original: https://gnosh.ai
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Gnosh.ai – super intelligent AI that thinks, plans, recalls in Go

Coverage:
- Hacker News (AI) (2026-10-30): [Gnosh.ai – super intelligent AI that thinks, plans, recalls in Go](https://news.ycombinator.com/item?id=50308166) -- lead source

### Uncensored / NSFW audio models progress and resource availability discussed; frequent new variants emerge, sparking questions about interest and feasibility

- Permalink: https://110010.art/d/d8aaa95519bc48a7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjn911/so_uhwhere_are_we_on_uncensored_nsfw_audio_models/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: So uh...where are we on uncensored / NSFW audio models?
- Tags: [Gemma](https://110010.art/tags/gemma/)

IIRC there was a guy working on this a year or so ago but it didn't seem to go anywhere. Meanwhile there's a new Gemma-4-Max-Fursona-UwU-9000 every day. Is there no interest or is there just a lack of resources /...

Coverage:
- r/LocalLLaMA (2026-10-30): [So uh...where are we on uncensored / NSFW audio models?](https://www.reddit.com/r/LocalLLaMA/comments/1xjn911/so_uhwhere_are_we_on_uncensored_nsfw_audio_models/) -- lead source

### Linux kernel TCP flaw with 9.8 CVSS score affects Ubuntu, Red Hat, and other distributions

- Permalink: https://110010.art/d/07b22541bb58441c/
- Original: https://thehackernews.com/2026/10/linux-kernel-tcp-flaw-with-98-cvss.html
- Source: Lobsters (AI)
- Published: 2026-10-30
- Original headline: Linux Kernel TCP Flaw With 9.8 CVSS Score Affects Ubuntu, Red Hat and Other Distributions

Comments

Coverage:
- Lobsters (AI) (2026-10-30): [Linux Kernel TCP Flaw With 9.8 CVSS Score Affects Ubuntu, Red Hat and Other Distributions](https://thehackernews.com/2026/10/linux-kernel-tcp-flaw-with-98-cvss.html) -- lead source

### Surya OCR model achieves 85.9% accuracy on OmniParseBench and 83.7% on olmOCR-bench; 4.5 pages/s throughput on one H100 at 192 DPI across 91 languages, with layout analysis and HTML tables

- Permalink: https://110010.art/d/c1aa18f566ee4f0e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjmfxb/datalabtosuryaocr25_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: datalab-to/surya-ocr-2.5 · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Surya is a 689M param OCR model with these features:  Accuracy - scores 85.9 on OmniParseBench, the highest of the open models under 1B parameters we have scored, and 83.7% on olmOCR-bench Speed - throughput of 4.5...

Coverage:
- r/LocalLLaMA (2026-10-30): [datalab-to/surya-ocr-2.5 · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xjmfxb/datalabtosuryaocr25_hugging_face/) -- lead source

### MecAgent scans drives for CAD files and uploads them to SolidWorks.

- Permalink: https://110010.art/d/2b3805cd8ae141dd/
- Original: https://www.reddit.com/r/SolidWorks/comments/1xjhrvz/psa_mecagent_ai_agent_for_solidworks_scans_your/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: MecAgent (AI agent for SolidWorks) scans drives for CAD files and uploads them

Coverage:
- Hacker News (AI) (2026-10-30): [MecAgent (AI agent for SolidWorks) scans drives for CAD files and uploads them](https://news.ycombinator.com/item?id=50307597) -- lead source

### Anthropic tells Claude Code to stop remaking existing video games

- Permalink: https://110010.art/d/3be903c6ec3f4610/
- Original: https://madrobot.blog/2026/10/30/claude-code-rule-no-existing-game-recreations/
- Source: Lobsters (AI) (2 sources)
- Published: 2026-10-30
- Original headline: Anthropic has quietly told Claude Code to stop remaking existing video games
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

Comments

Coverage:
- Lobsters (AI) (2026-10-30): [Anthropic has quietly told Claude Code to stop remaking existing video games](https://madrobot.blog/2026/10/30/claude-code-rule-no-existing-game-recreations/) -- lead source
- Hacker News (AI) (2026-10-31): [Anthropic's Claude AI blocks video game cloning and reverse-engineering](https://news.ycombinator.com/item?id=50315987)
- Hacker News (AI) (2026-10-31): [Anthropic orders AI tool Claude to stop remaking video games](https://news.ycombinator.com/item?id=50316635)

### Pop the AI bubble

- Permalink: https://110010.art/d/2b7d0e231e394165/
- Original: https://aibubble.bighea.com
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Pop the AI Bubble

Coverage:
- Hacker News (AI) (2026-10-30): [Pop the AI Bubble](https://news.ycombinator.com/item?id=50307349) -- lead source

### Opinions diverge on /r/LocalLLaMa hivemind; user questions open-weight/self-hosted models and critiques rankings across LLM communities

- Permalink: https://110010.art/d/fe3768eeca5c412e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjltn3/do_you_have_any_opinions_that_generally_go/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Do you have any opinions that generally go against /r/LocalLLaMa's hivemind?
- Tags: [Qwen](https://110010.art/tags/qwen/), [Gemini](https://110010.art/tags/gemini/)

I'm finding myself at odds with the vibes of the community here (and the open-weight/self-hosted community in general) when it comes to LLM's - be it on Reddit, X, Bluesky, wherever - I think some folks are getting...

Coverage:
- r/LocalLLaMA (2026-10-30): [Do you have any opinions that generally go against /r/LocalLLaMa's hivemind?](https://www.reddit.com/r/LocalLLaMA/comments/1xjltn3/do_you_have_any_opinions_that_generally_go/) -- lead source

### Proton CEO cancels AI 're-interviews

- Permalink: https://110010.art/d/b4443a1d07d646f7/
- Original: https://www.404media.co/protons-ceo-cancels-ai-re-interviews/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Proton's CEO Cancels AI 'Re-Interviews'

Coverage:
- Hacker News (AI) (2026-10-30): [Proton's CEO Cancels AI 'Re-Interviews'](https://news.ycombinator.com/item?id=50307183) -- lead source

### DFlash2-enabled Qwen3.8-Flash-Next shows up to 39% speed gains over DFlash for certain runs, with llama.cpp v0.8.0 now supporting DFlash2 for FN

- Permalink: https://110010.art/d/f9f4b59fe2df4017/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjlgm4/psa_upgrade_flash_next_to_dflash2_if_you_havent/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: PSA: Upgrade Flash Next to DFlash2 if you haven't! +17% on average
- Tags: [Qwen](https://110010.art/tags/qwen/), [Llama](https://110010.art/tags/llama/)

Not long ago, DFlash2 for Qwen3.8-Flash-Next was released, but initially llama.cpp compatibility wasn't there. Now it is. I quantized my own GGUFs of the drafter and tested it out in llama.cpp v0.8.0, the first...

Coverage:
- r/LocalLLaMA (2026-10-30): [PSA: Upgrade Flash Next to DFlash2 if you haven't! +17% on average](https://www.reddit.com/r/LocalLLaMA/comments/1xjlgm4/psa_upgrade_flash_next_to_dflash2_if_you_havent/) -- lead source

### Open Rock – An open-source AI chat interface

- Permalink: https://110010.art/d/d01af97b6afc49e7/
- Original: https://github.com/maelswarm/openrock
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Open Rock – An open-source AI chat interface](https://news.ycombinator.com/item?id=50307081) -- lead source

### Are you delaying hardware upgrades due to AI coding tools?

- Permalink: https://110010.art/d/a5379134c42e4d0b/
- Original: https://news.ycombinator.com/item?id=50307060
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Ask HN: Are you putting off hardware upgrades because of AI coding tools?

Coverage:
- Hacker News (AI) (2026-10-30): [Ask HN: Are you putting off hardware upgrades because of AI coding tools?](https://news.ycombinator.com/item?id=50307060) -- lead source

### ASRock Industrial AI Box-A395 review: taking Strix Halo to work; ServeTheHome

- Permalink: https://110010.art/d/6f26b966809042ab/
- Original: https://www.servethehome.com/asrock-industrial-ai-box-a395-review-taking-strix-halo-to-work/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: ASRock Industrial AI Box-A395 Review: Taking Strix Halo to Work – ServeTheHome
- Tags: [Strix Halo](https://110010.art/tags/strix-halo/)

Coverage:
- Hacker News (AI) (2026-10-30): [ASRock Industrial AI Box-A395 Review: Taking Strix Halo to Work – ServeTheHome](https://news.ycombinator.com/item?id=50306974) -- lead source

### Signet: cryptographic enforcement of LLM transitions

- Permalink: https://110010.art/d/28bde1ff681f4a5e/
- Original: https://github.com/harishbalasubramanian/signet-ai
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Signet: Cryptographic Enforcement of LLM Transitions

Coverage:
- Hacker News (AI) (2026-10-30): [Signet: Cryptographic Enforcement of LLM Transitions](https://news.ycombinator.com/item?id=50306622) -- lead source

### Building fine-grained version control for agents with Rust and Durable Objects

- Permalink: https://110010.art/d/4e4efde80f4a43f0/
- Original: https://delta.dev/blog/fine-grained-version-control-for-agents
- Source: Lobsters (AI)
- Published: 2026-10-30

Comments

Coverage:
- Lobsters (AI) (2026-10-30): [Building fine-grained version control for agents with Rust and Durable Objects](https://delta.dev/blog/fine-grained-version-control-for-agents) -- lead source

### Show HN: NKTg AI – an LLM that decodes text before generating

- Permalink: https://110010.art/d/76d8787ae498454f/
- Original: https://nktg.org/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: NKTg AI – An LLM that decodes text before generating

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: NKTg AI – An LLM that decodes text before generating](https://news.ycombinator.com/item?id=50306424) -- lead source

### US tech stocks fall sharply on AI cost fears

- Permalink: https://110010.art/d/f3fd3e09ed9e49d6/
- Original: https://www.bbc.co.uk/news/articles/cvwy72e0n72yo
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: US tech stocks see sharp falls over AI cost fears

Coverage:
- Hacker News (AI) (2026-10-30): [US tech stocks see sharp falls over AI cost fears](https://news.ycombinator.com/item?id=50306008) -- lead source
- Hacker News (AI) (2026-10-30): [US tech stocks tumble as concerns over AI spending intensify](https://news.ycombinator.com/item?id=50309870)
- Hacker News (AI) (2026-10-30): [Wall Street closes sharply lower as AI cash burn fears spark tech selloff](https://news.ycombinator.com/item?id=50310431)

### One Company's AI mistake

- Permalink: https://110010.art/d/c2880a7fe82d4d36/
- Original: https://boostedcode.com/blog/this-companys-ai-mistake/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: One Company's AI Mistake

Coverage:
- Hacker News (AI) (2026-10-30): [One Company's AI Mistake](https://news.ycombinator.com/item?id=50305962) -- lead source

### Pareto frontier for a 2x RTX 3090 on a moderate-size community benchmarks collection

- Permalink: https://110010.art/d/b084324d08364b28/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjjbig/pareto_frontier_for_an_2xrtx_3090_on_a/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Pareto frontier for an 2xRTX 3090 on a moderate-size community benchmarks collection
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/)

Seems it didn't change since two months, when DeepSeek-V4-Flash-Vision-Exp and Qwen3.8-Flash-Next have been released. Guess Qwen4-Flash will break it! There are more filters (by domain / languages / other) available...

Coverage:
- r/LocalLLaMA (2026-10-30): [Pareto frontier for an 2xRTX 3090 on a moderate-size community benchmarks collection](https://www.reddit.com/r/LocalLLaMA/comments/1xjjbig/pareto_frontier_for_an_2xrtx_3090_on_a/) -- lead source

### Some Thing is Happening; a note from the AI companies

- Permalink: https://110010.art/d/baddc237ffab448f/
- Original: https://alanbellows.com/some-thing-is-happening/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Some Thing is Happening A note from the AI companies

Coverage:
- Hacker News (AI) (2026-10-30): [Some Thing is Happening A note from the AI companies](https://news.ycombinator.com/item?id=50305724) -- lead source

### ANSI 16-bit Art Design Studio integrates AI capabilities

- Permalink: https://110010.art/d/f260515bdf68412b/
- Original: https://ansi.studio/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: ANSI 16-bit Art Design Studio with AI integration

Coverage:
- Hacker News (AI) (2026-10-30): [ANSI 16-bit Art Design Studio with AI integration](https://news.ycombinator.com/item?id=50305702) -- lead source

### AI isn’t replacing SREs; it deskills them.

- Permalink: https://110010.art/d/db842700933a44d4/
- Original: https://newsletter.signoz.io/p/ai-isnt-replacing-sres-its-deskilling
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI isn't replacing SREs, it's deskilling them

Coverage:
- Hacker News (AI) (2026-10-30): [AI isn't replacing SREs, it's deskilling them](https://news.ycombinator.com/item?id=50305693) -- lead source

### Data centers, debt and the risks of AI’s finances; Ed Zitron, Jon Stewart [video]

- Permalink: https://110010.art/d/d472f21a4f1540a1/
- Original: https://www.youtube.com/watch?v=3sDzlv-VI2U
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Data Centers, Debt and the Risks of AI's Finances Ed Zitron Jon Stewart [video]

Coverage:
- Hacker News (AI) (2026-10-30): [Data Centers, Debt and the Risks of AI's Finances Ed Zitron Jon Stewart [video]](https://news.ycombinator.com/item?id=50305602) -- lead source

### There are several ways your AI chat conversations can be made public

- Permalink: https://110010.art/d/b6ac41062a234b24/
- Original: https://www.computerworld.com/article/4242386/dont-trust-ai-to-keep-your-secrets.html
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [There are several ways your AI chat conversations can be made public](https://news.ycombinator.com/item?id=50305538) -- lead source

### AI being great at math makes human mathematicians more valuable, not less

- Permalink: https://110010.art/d/17c796fd2137426e/
- Original: https://www.programmablemutter.com/p/ai-being-great-at-math-makes-human
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [AI being great at math makes human mathematicians more valuable, not less](https://news.ycombinator.com/item?id=50305534) -- lead source

### Google and other major labs will release local models in the coming days to lead benchmarks before Qwen 4's release next week.

- Permalink: https://110010.art/d/70d1e65fb3844b91/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjigxg/copium_prediction_google_and_other_major_labs/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Copium Prediction: Google and other major labs will drop new local models over the next few days so they can lead on benchmarks until Qwen 4 sweeps them next week.
- Tags: [Qwen](https://110010.art/tags/qwen/), [Muse Glimmer](https://110010.art/tags/muse-glimmer/), [Gemma](https://110010.art/tags/gemma/)

We saw this earlier when Gemma 4 dropped just a few days before a previous Qwen release. I feel like a few other labs did the same. Everybody wants that moment in the spotlight where they can lead the benchmarks for...

Coverage:
- r/LocalLLaMA (2026-10-30): [Copium Prediction: Google and other major labs will drop new local models over the next few days so they can lead on benchmarks until Qwen 4 sweeps them next week.](https://www.reddit.com/r/LocalLLaMA/comments/1xjigxg/copium_prediction_google_and_other_major_labs/) -- lead source

### Post-training 4B model with RL to fly Tesla Roadster 21% better than GPT-6 Astra

- Permalink: https://110010.art/d/4c6cee2b292d4668/
- Original: https://skypilot.ai/blog/flying-roadster-rl
- Source: Hacker News (AI)
- Published: 2026-10-30
- Tags: [GPT-6](https://110010.art/tags/gpt-6/)

Coverage:
- Hacker News (AI) (2026-10-30): [Post-training 4B model with RL to fly Tesla Roadster 21% better than GPT-6 Astra](https://news.ycombinator.com/item?id=50305279) -- lead source

### Ultra low temperatures degrade model performance on coding tasks, study shows

- Permalink: https://110010.art/d/b2d818c679544133/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xji7ek/ultra_low_temps_make_your_model_stupid_at_coding/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Ultra low temps make your model stupid at coding (a warning for beginners)

Many of you may know this, so this is probably worth skipping (except for the data to prove it). But if you're on the newer side for local, or have heard it but don't know why, I have some data to show you how...

Coverage:
- r/LocalLLaMA (2026-10-30): [Ultra low temps make your model stupid at coding (a warning for beginners)](https://www.reddit.com/r/LocalLLaMA/comments/1xji7ek/ultra_low_temps_make_your_model_stupid_at_coding/) -- lead source

### AI attempted to fix visible differences in appearance, despite expressing preference for natural looks

- Permalink: https://110010.art/d/4c3ba12b8e2f4c4e/
- Original: https://www.bbc.com/news/articles/cmx28e44xxx7o
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: `We love how we look but AI tried to 'fix' our visible differences`

Coverage:
- Hacker News (AI) (2026-10-30): [`We love how we look but AI tried to 'fix' our visible differences`](https://news.ycombinator.com/item?id=50305155) -- lead source

### UK ministers met with AI datacenter bosses but not with environmental groups

- Permalink: https://110010.art/d/0d645d0bb5674ed6/
- Original: https://www.theregister.com/on-prem/2026/10/27/uk-ministers-had-plenty-of-time-for-ai-datacenter-bosses-but-none-for-environmental-groups/5305654
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: UK ministers had time for AI datacenter bosses, but not for environmental groups

Coverage:
- Hacker News (AI) (2026-10-30): [UK ministers had time for AI datacenter bosses, but not for environmental groups](https://news.ycombinator.com/item?id=50305076) -- lead source

### Qwen4! introduces a 120B model; QwenLM/qwen-code repository PR 15762 highlights the release

- Permalink: https://110010.art/d/03132e450a9448fd/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjhwc3/qwen4/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Qwen4!
- Tags: [Qwen](https://110010.art/tags/qwen/)

https://preview.redd.it/ceijs988emyh1.png?width=2880&format=png&auto=webp&s=cf8cc179ea94d419cd8f5df493d3afff56ecf3c6 https://github.com/QwenLM/qwen-code/pull/15762 Notice the 120B model!    submitted by    /u/giveen ...

Coverage:
- r/LocalLLaMA (2026-10-30): [Qwen4!](https://www.reddit.com/r/LocalLLaMA/comments/1xjhwc3/qwen4/) -- lead source

### Man hires swarm of AI agents to conduct hacking spree against major companies

- Permalink: https://110010.art/d/f48d97f2a74b4e4b/
- Original: http://www.apex-news.com/newsitementry.aspx?id=fe1a783e-3fe1-4c06-bbdd-a93b55c6c4ec
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Man Hires Swarm of AI Agents to Go on Epic Hacking Spree Against Major Companies

Coverage:
- Hacker News (AI) (2026-10-30): [Man Hires Swarm of AI Agents to Go on Epic Hacking Spree Against Major Companies](https://news.ycombinator.com/item?id=50304961) -- lead source

### Show HN: Omneum – local, text-blind context control plane for AI agents

- Permalink: https://110010.art/d/b8b4eb3e33de49b1/
- Original: https://github.com/cole-h06/omneum
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Omneum – Local, text-blind context control plane for AI agents

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Omneum – Local, text-blind context control plane for AI agents](https://news.ycombinator.com/item?id=50304917) -- lead source

### Show HN: Convert Anthropic and OpenAI bill exports to FinOps focus (open source)

- Permalink: https://110010.art/d/6fcdbe5b5a7141fa/
- Original: https://github.com/mandarvshinde/ai-bill-to-focus
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Convert Anthropic and OpenAI bill exports to FinOps FOCUS (open source)
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Convert Anthropic and OpenAI bill exports to FinOps FOCUS (open source)](https://news.ycombinator.com/item?id=50304915) -- lead source

### Show HN: Nexus is a calorie and workout planner integrated into ChatGPT and Claude

- Permalink: https://110010.art/d/8dfe235b82e3419b/
- Original: https://nexus.kushalsm.com/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Nexus, a calorie and workout planner inside ChatGPT and Claude
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Nexus, a calorie and workout planner inside ChatGPT and Claude](https://news.ycombinator.com/item?id=50304912) -- lead source

### Show HN: AI agent requires a process to build a commercial application

- Permalink: https://110010.art/d/cec3e65e53de4361/
- Original: https://nomorehappypath.com/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: AI agent needs process to build a commercial application

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: AI agent needs process to build a commercial application](https://news.ycombinator.com/item?id=50304765) -- lead source

### Beolis – manage your coding AI agents

- Permalink: https://110010.art/d/66dad22a29444f24/
- Original: https://beolis.com
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Beolis – Manage your coding AI agents

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Beolis – Manage your coding AI agents](https://news.ycombinator.com/item?id=50304351) -- lead source

### Nanbeige4.3-33B with a 512K context window; user asks for real-world performance and comparisons

- Permalink: https://110010.art/d/04cf40e538fc45a5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjgne0/anyone_tried_nanbeige4333b/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Anyone tried Nanbeige4.3-33B?

Nanbeige4.3-33B, a 33B parameter model with a 512K context window, and capabilities in reasoning, coding, and agentic tasks. Has anyone tested it? Benchmarks are insane but how does it compare in real world use...

Coverage:
- r/LocalLLaMA (2026-10-30): [Anyone tried Nanbeige4.3-33B?](https://www.reddit.com/r/LocalLLaMA/comments/1xjgne0/anyone_tried_nanbeige4333b/) -- lead source

### Neal Stephenson on AI and what comes next [video]

- Permalink: https://110010.art/d/a2cc002745d34b16/
- Original: https://www.youtube.com/watch?v=Ii-aeW5pHPQ
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Neal Stephenson on AI and What Comes Next [video]

Coverage:
- Hacker News (AI) (2026-10-30): [Neal Stephenson on AI and What Comes Next [video]](https://news.ycombinator.com/item?id=50304280) -- lead source
- Hacker News (AI) (2026-11-01): [Beyond the Breakthrough: What Comes Next for AI [video] [Peter Norvig]](https://news.ycombinator.com/item?id=50327866)

### Account bans may result from a sneaky update to owner-operated compute policies.

- Permalink: https://110010.art/d/f18c2cc611fc47f4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjgfuv/another_reason_to_own_your_own_compute_your/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Another reason to own your own compute. Your account may get banned in a sneaky update.

https://x.com/chasmmmmmmmmmmm/status/2116062991686721968?a=JVe1OUAJiZa650pZBXQ&s=20    submitted by    /u/Bestlife73   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-30): [Another reason to own your own compute. Your account may get banned in a sneaky update.](https://www.reddit.com/r/LocalLLaMA/comments/1xjgfuv/another_reason_to_own_your_own_compute_your/) -- lead source

### AI panic rhymes with mercantilism; AI payoff anywhere? Food 4 Agile Thought 568

- Permalink: https://110010.art/d/f5fbabe23f28485e/
- Original: https://age-of-product.com/food-agile-thought-568-ai-panic/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Panic Rhymes with Mercantilism, AI Payoff Anywhere? Food 4 Agile Thought 568

Coverage:
- Hacker News (AI) (2026-10-30): [AI Panic Rhymes with Mercantilism, AI Payoff Anywhere? Food 4 Agile Thought 568](https://news.ycombinator.com/item?id=50304090) -- lead source

### Making failure diagnosis reliable with Pensive AI

- Permalink: https://110010.art/d/780cc373937e44f5/
- Original: https://netflixtechblog.com/making-failure-diagnosis-reliable-with-pensive-ai-6b0811a1c015
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Making Failure Diagnosis Reliable with Pensive AI

Coverage:
- Hacker News (AI) (2026-10-30): [Making Failure Diagnosis Reliable with Pensive AI](https://news.ycombinator.com/item?id=50304059) -- lead source

### AI can breach crypto apps, not bitcoin; the real risk lies in crypto apps.

- Permalink: https://110010.art/d/b47bb2083a244593/
- Original: https://www.ainvest.com/news/ai-breach-crypto-apps-bitcoin-real-risk-lives-2610/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Can Breach Crypto Apps, Not Bitcoin – That's Where the Real Risk Lives

Coverage:
- Hacker News (AI) (2026-10-30): [AI Can Breach Crypto Apps, Not Bitcoin – That's Where the Real Risk Lives](https://news.ycombinator.com/item?id=50303963) -- lead source

### DeepSeek-V4.1-1017 Dynamic V3.1 GGUFs show Unsloth’s GGUFs retain accuracy across benchmarks; ISTA GSQ-RCO results could not be reproduced, with AIME25 accuracy ~91.88% in benchmarks

- Permalink: https://110010.art/d/fd4ebcf50078419b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjfuqh/introducing_deepseekv41flash1017_dynamic_v31/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Introducing DeepSeek-V4.1-Flash-1017 Dynamic v3.1 Unsloth GGUFs
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Hey everyone! We’re releasing new DeepSeek-V4.1-1017 Dynamic V3.1 (preview) GGUFs which showcases how Unsloth’s GGUFs retain the most accuracy for its size across 7 different benchmarks.  We benchmarked ISTA's...

Coverage:
- r/LocalLLaMA (2026-10-30): [Introducing DeepSeek-V4.1-Flash-1017 Dynamic v3.1 Unsloth GGUFs](https://www.reddit.com/r/LocalLLaMA/comments/1xjfuqh/introducing_deepseekv41flash1017_dynamic_v31/) -- lead source

### AI market correction shows signs of cooling after rapid funding surge

- Permalink: https://110010.art/d/9ae012249cc0420d/
- Original: https://seekingalpha.com/article/4960031-ai-bubble-burst-confirmed-by-alphabet-caterpillar-servicenow-amazon
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Bubble Burst

Coverage:
- Hacker News (AI) (2026-10-30): [AI Bubble Burst](https://news.ycombinator.com/item?id=50303833) -- lead source

### Show HN: Navital Gym – open environments for testing AI agents on Indian tasks

- Permalink: https://110010.art/d/33b27f2162f84844/
- Original: https://github.com/Navitallabs/navital-gym
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Navital Gym – open environments for testing AI agents on Indian tasks](https://news.ycombinator.com/item?id=50303475) -- lead source

### Qwen 3.8 27b tested for generating and animating a chibi whale in Blender with a rope stability test on 500k context and fp16 kv cache, using a chibi style for pipeline expansion

- Permalink: https://110010.art/d/ae8a1f9008094b4d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjf0yg/tried_to_get_qwen_38_27b_to_make_the_deepseek/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Tried to get Qwen 3.8 27b to make the deepseek chibi whale in blender and animate it lol
- Tags: [DeepSeek](https://110010.art/tags/deepseek/), [Qwen](https://110010.art/tags/qwen/)

Wanted to test out the rope stablity on the 27b, to see if 500k context with fp16 kv cache was vaiable (apparently yes), and this was the session i used to test things out. The chibi style was choosen as we already...

Coverage:
- r/LocalLLaMA (2026-10-30): [Tried to get Qwen 3.8 27b to make the deepseek chibi whale in blender and animate it lol](https://www.reddit.com/r/LocalLLaMA/comments/1xjf0yg/tried_to_get_qwen_38_27b_to_make_the_deepseek/) -- lead source

### What I’m teaching my children in the age of AI

- Permalink: https://110010.art/d/6039e64ec73a4309/
- Original: https://alfredlua.com/teaching-my-children-in-the-age-of-ai
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: What I'm teaching my children in the age of AI

Coverage:
- Hacker News (AI) (2026-10-30): [What I'm teaching my children in the age of AI](https://news.ycombinator.com/item?id=50303310) -- lead source

### Ask Me Twice: a longitudinal archive of AI chatbot responses

- Permalink: https://110010.art/d/4aa3c6b770ad4ba5/
- Original: https://wayback-api.archive.org/services/amt/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Ask Me Twice: A longitudinal archive of AI chatbot responses

Coverage:
- Hacker News (AI) (2026-10-30): [Ask Me Twice: A longitudinal archive of AI chatbot responses](https://news.ycombinator.com/item?id=50303173) -- lead source

### SenseNova-Loop-9B-Preview is a multimodal language model for long-context and agentic workflows that accepts text and images to generate text for document understanding, coding, and tool interaction.

- Permalink: https://110010.art/d/b51d907ca7dc40ac/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xje5oo/sensenovasensenovaloop9bpreview_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: sensenova/SenseNova-Loop-9B-Preview · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

Overview SenseNova-Loop-9B-Preview is a multimodal language model developed for long-context and agentic workflows. It accepts text and images and generates text for applications that combine document understanding,...

Coverage:
- r/LocalLLaMA (2026-10-30): [sensenova/SenseNova-Loop-9B-Preview · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xje5oo/sensenovasensenovaloop9bpreview_hugging_face/) -- lead source

### Errors found by AI in the research of Emmanuel Saez and Gabriel Zucman

- Permalink: https://110010.art/d/b8c7111373134db6/
- Original: https://marginalrevolution.com/marginalrevolution/2026/10/errors-in-the-research-of-emmanuel-saez-and-gabriel-zucman.html
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Errors Found by AI in the Research of Emmanuel Saez and Gabriel Zucman

Coverage:
- Hacker News (AI) (2026-10-30): [Errors Found by AI in the Research of Emmanuel Saez and Gabriel Zucman](https://news.ycombinator.com/item?id=50303041) -- lead source
- Hacker News (AI) (2026-10-30): [AI review of the research of Emmanuel Saez and Gabriel Zucman](https://news.ycombinator.com/item?id=50307647)

### Musk and Zuckerberg push to rebrand AI as “super intelligence” on earnings calls

- Permalink: https://110010.art/d/41a00f6b5a4647ec/
- Original: https://www.cnbc.com/2026/10/30/trump-tech-allies-swap-ai-for-super-intelligence-in-earnings-calls.html
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Musk, Zuckerberg push to rebrand AI as 'super intelligence' on earnings calls

Coverage:
- Hacker News (AI) (2026-10-30): [Musk, Zuckerberg push to rebrand AI as 'super intelligence' on earnings calls](https://news.ycombinator.com/item?id=50303030) -- lead source

### Stop harassing people online for using AI.

- Permalink: https://110010.art/d/d4b99fd55c474ffc/
- Original: https://devz.cl/posts/slop-is-bad-and-ai-isn-t-automatically-slop/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Lets Stop Harassing People Online for Using AI

Coverage:
- Hacker News (AI) (2026-10-30): [Lets Stop Harassing People Online for Using AI](https://news.ycombinator.com/item?id=50303011) -- lead source

### Cisco lets 27-year-old rewrite 98% of its legacy code with AI; Go nuts

- Permalink: https://110010.art/d/80c301f247904d33/
- Original: https://fortune.com/2026/10/30/cisco-president-jeetu-patel-gen-z-27-year-old-unlimited-ai-tokens-rewrite-legacy-code-entry-level-jobs/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Cisco is letting a 27-year-old rewrite 98% of its legacy code with AI: 'Go nuts'

Coverage:
- Hacker News (AI) (2026-10-30): [Cisco is letting a 27-year-old rewrite 98% of its legacy code with AI: 'Go nuts'](https://news.ycombinator.com/item?id=50303001) -- lead source
- Hacker News (AI) (2026-11-06): [Cisco to rewrite 98% of its legacy code using AI](https://news.ycombinator.com/item?id=50389728)

### AI layoffs expose overblown claims about impact on the job market; analysis shows mismatches between reported numbers and actual roles affected

- Permalink: https://110010.art/d/50248fbd06144e88/
- Original: https://your-blog.vercel.app/posts/ai-layoffs-the-great-lie-of-the-decade
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Layoffs – The Greatest Lie of the Decade

Coverage:
- Hacker News (AI) (2026-10-30): [AI Layoffs – The Greatest Lie of the Decade](https://news.ycombinator.com/item?id=50302904) -- lead source

### AI chip imports explorer

- Permalink: https://110010.art/d/e24d8c6ef2a54047/
- Original: https://epoch.ai/latest/introducing-the-ai-chip-imports-explorer
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: The AI Chip Imports Explorer

Coverage:
- Hacker News (AI) (2026-10-30): [The AI Chip Imports Explorer](https://news.ycombinator.com/item?id=50302842) -- lead source

### Show HN: Molfar — AI meetings where several models answer at once (Android)

- Permalink: https://110010.art/d/eb9deae5878d4b45/
- Original: https://play.google.com/store/apps/details?id=com.nova_hata.molfar&hl=en_US
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Molfar – AI meetings where several models answer at once (Android)

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Molfar – AI meetings where several models answer at once (Android)](https://news.ycombinator.com/item?id=50302799) -- lead source

### Gemma-4-31B-Humanlike-Chat: 2.0's improved human voice on official Gemma 4 31B

- Permalink: https://110010.art/d/4aad12f8ab5b4e0a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjdjy0/gemma431bhumanlikechat_20s_improved_human_voice/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Tags: [Gemma](https://110010.art/tags/gemma/), [Qwen](https://110010.art/tags/qwen/)

The previous released Qwen3.8-27B-Humanlike-Chat 2.0, a fine-tune that texts humanly and does stuff, is now at 136k downloads for the GGUF repo between v1 and 2.0. Thank you. One of the top comments on the 2.0 post...

Coverage:
- r/LocalLLaMA (2026-10-30): [Gemma-4-31B-Humanlike-Chat: 2.0's improved human voice on official Gemma 4 31B](https://www.reddit.com/r/LocalLLaMA/comments/1xjdjy0/gemma431bhumanlikechat_20s_improved_human_voice/) -- lead source

### What to consider if a company that made AI-related job cuts wants you back

- Permalink: https://110010.art/d/aa0f2db2677948f4/
- Original: https://apnews.com/article/ai-jobs-layoffs-hiring-rebounding-skills-04662acffb7beba822129118dde3f0a7
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [What to consider if a company that made AI-related job cuts wants you back](https://news.ycombinator.com/item?id=50302696) -- lead source

### Google faces criminal probe over 816 acres cleared for Finnish AI data center

- Permalink: https://110010.art/d/3639974f25474fa8/
- Original: https://www.tomshardware.com/tech-industry/data-centers/criminal-investigation-launched-into-googles-ai-data-center-deforestation-in-finland-local-police-act-over-multiple-complaints-about-breaches-of-environmental-law
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Google Faces Criminal Probe over 816 Acres Cleared for Finnish AI Data Center

Coverage:
- Hacker News (AI) (2026-10-30): [Google Faces Criminal Probe over 816 Acres Cleared for Finnish AI Data Center](https://news.ycombinator.com/item?id=50302575) -- lead source

### AI Builder compares features and performance across platforms

- Permalink: https://110010.art/d/0223baa783674a65/
- Original: https://aibuildercompare.com/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Builder Compare

Coverage:
- Hacker News (AI) (2026-10-30): [AI Builder Compare](https://news.ycombinator.com/item?id=50302471) -- lead source

### Official Claude Code VS Code extension compromised to install persistent SSH backdoor; researchers warn users

- Permalink: https://110010.art/d/81e05956d5224617/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjclj9/official_claude_code_vs_code_extension/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Official Claude Code VS Code Extension Compromised to Install Persistent SSH Backdoor
- Tags: [Claude](https://110010.art/tags/claude/), [Anthropic](https://110010.art/tags/anthropic/)

Cybersecurity researchers have disclosed that the official Anthropic Claude Code extension was compromised on the Cursor Marketplace to install a persistent SSH backdoor on infected hosts. Two sources: ...

Coverage:
- r/LocalLLaMA (2026-10-30): [Official Claude Code VS Code Extension Compromised to Install Persistent SSH Backdoor](https://www.reddit.com/r/LocalLLaMA/comments/1xjclj9/official_claude_code_vs_code_extension/) -- lead source

### ZwZ2-27B improves accuracy across 25 benchmarks in ZwZ2, from 55.52 to 60.51 points; Qwen3.6-27B-based model learns cross-region visual reasoning without zooming tools

- Permalink: https://110010.art/d/a4304f93125d40f4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjcl4x/inclusionaizwz2_27b9b4b_qwen_finetunes/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: inclusionAI/ZwZ2 27B/9B/4B (Qwen finetunes)
- Tags: [Qwen](https://110010.art/tags/qwen/)

✨ Model Summary ZwZ2-27B is the Qwen3.6-27B-based model in Zooming-without-Zooming-v2 (ZwZ2). It learns to connect visual evidence across regions through comparison, aggregation, matching, and multi-step reasoning....

Coverage:
- r/LocalLLaMA (2026-10-30): [inclusionAI/ZwZ2 27B/9B/4B (Qwen finetunes)](https://www.reddit.com/r/LocalLLaMA/comments/1xjcl4x/inclusionaizwz2_27b9b4b_qwen_finetunes/) -- lead source

### Fiber lasts decades, GPUs last three years: the AI boom isn’t the dot-com boom [video]

- Permalink: https://110010.art/d/09990c7746984326/
- Original: https://www.youtube.com/watch?v=MENoB3Rex28
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Fiber lasts decades, GPUs last three years: the AI boom isn't the dot-com boom [video]

Coverage:
- Hacker News (AI) (2026-10-30): [Fiber lasts decades, GPUs last three years: the AI boom isn't the dot-com boom [video]](https://news.ycombinator.com/item?id=50302407) -- lead source

### LFM3-1.7B and LFM3-VL-2B run fully offline on iPhone and Android; export to ExecuTorch demonstrated in open source app Private Mind

- Permalink: https://110010.art/d/3e1729ece466494d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjcipv/lfm317b_and_lfm3vl2b_running_fully_offline_on/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: LFM3-1.7B and LFM3-VL-2B running fully offline on iPhone and Android, plus what it took to export LFM3 to ExecuTorch (open source app)

LFM3 is now in Private Mind, our open source app for running models locally on iOS and Android. In the video, LFM3-VL-2B reads a Japanese ramen menu: asked what to order without spice, it skips the bowl marked 激辛...

Coverage:
- r/LocalLLaMA (2026-10-30): [LFM3-1.7B and LFM3-VL-2B running fully offline on iPhone and Android, plus what it took to export LFM3 to ExecuTorch (open source app)](https://www.reddit.com/r/LocalLLaMA/comments/1xjcipv/lfm317b_and_lfm3vl2b_running_fully_offline_on/) -- lead source

### Multi-Token Prediction Done Right: Soft-MTP identifies a flaw in standard MTP training where the MTP gradient interferes with next-token and multi-token learning; proposes improvements

- Permalink: https://110010.art/d/cb583d199c434025/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xjc8q3/paper_multitoken_prediction_done_right_softmtp/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: [Paper] Multi-Token Prediction Done Right - Soft-MTP

Multi-Token Prediction (MTP) is now a common ingredient in language-model pre-training, as it improves downstream performance and enables faster inference through speculative decoding. We identify a flaw in standard...

Coverage:
- r/LocalLLaMA (2026-10-30): [[Paper] Multi-Token Prediction Done Right - Soft-MTP](https://www.reddit.com/r/LocalLLaMA/comments/1xjc8q3/paper_multitoken_prediction_done_right_softmtp/) -- lead source

### Moonshot AI asks influencers not to disclose posts as paid when promoting Kimi

- Permalink: https://110010.art/d/c0935d7c39724123/
- Original: https://twitter.com/elshayib_/status/2113710752741892476
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Moonshot AI asking influencers not to disclose posts as paid when promoting Kimi
- Tags: [Moonshot AI](https://110010.art/tags/moonshot-ai/)

Coverage:
- Hacker News (AI) (2026-10-30): [Moonshot AI asking influencers not to disclose posts as paid when promoting Kimi](https://news.ycombinator.com/item?id=50302192) -- lead source

### Stripe enables agentic payments; your server still blocks the agents

- Permalink: https://110010.art/d/d27efde54e4548aa/
- Original: https://thebossmagazine.com/post/agentic-payments-ai-agents-retail-blocking/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Stripe Made Agentic Payments Possible. Why Your Server Still Blocks the Agents

Coverage:
- Hacker News (AI) (2026-10-30): [Stripe Made Agentic Payments Possible. Why Your Server Still Blocks the Agents](https://news.ycombinator.com/item?id=50302167) -- lead source

### Strategies senior AI developers use to deliver high-quality code in 2026

- Permalink: https://110010.art/d/1db6501001064d5d/
- Original: https://dailybusinessgroup.co.uk/2026/10/9-strategies-senior-ai-developers-use-to-deliver-high-quality-code-for-startups-in-2026/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Strategies Senior AI Developers Use to Deliver High-Quality Code in 2026

Coverage:
- Hacker News (AI) (2026-10-30): [Strategies Senior AI Developers Use to Deliver High-Quality Code in 2026](https://news.ycombinator.com/item?id=50302158) -- lead source

### Antigenic operating system for my AI agents Claude Code, open claw, codex etc.

- Permalink: https://110010.art/d/9893bc57a2524e8e/
- Original: https://github.com/Dodaios/Dodaios
- Source: Hacker News (AI)
- Published: 2026-10-30
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-10-30): [Antigenic operating system for my AI agents Claude Code, open claw, codex etc.](https://news.ycombinator.com/item?id=50302055) -- lead source

### Mistral 4 release makes it comparable to Chinese open-weight models

- Permalink: https://110010.art/d/95be0d2530d44a47/
- Original: https://www.reuters.com/world/china/mistral-ceo-says-new-ai-model-beats-chinese-ones-some-areas-2026-10-06/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Mistral 4 had a release, makes it comparable to Chinese open-weight models
- Tags: [Mistral](https://110010.art/tags/mistral/)

Coverage:
- Hacker News (AI) (2026-10-30): [Mistral 4 had a release, makes it comparable to Chinese open-weight models](https://news.ycombinator.com/item?id=50301537) -- lead source

### Ask HN: Are you tired too in this AI era?

- Permalink: https://110010.art/d/73a5325d15664f76/
- Original: https://news.ycombinator.com/item?id=50301479
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Ask HN: Are you tired too in this AI era?](https://news.ycombinator.com/item?id=50301479) -- lead source

### RTX 5080 removed from NVIDIA official marketplace; rumors expect a RTX 5080 24GB flagship in 2027 using the same die as the current 5080, with RTX Rubin anticipated in 2028.

- Permalink: https://110010.art/d/a715d808a3604b70/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj9xjh/the_rtx_5080_has_been_removed_from_nvidias/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: The RTX 5080 Has Been Removed From NVIDIA's Official Marketplace.
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Rumors claim that the RTX 5080 16GB will be discontinued alongside the already discontinued RTX 5090, and those claims seem to be true. NVIDIA is reportedly planning to introduce an RTX 5080 24GB model in early 2027,...

Coverage:
- r/LocalLLaMA (2026-10-30): [The RTX 5080 Has Been Removed From NVIDIA's Official Marketplace.](https://www.reddit.com/r/LocalLLaMA/comments/1xj9xjh/the_rtx_5080_has_been_removed_from_nvidias/) -- lead source

### Timestral tested: how much data AI demand forecasting needs

- Permalink: https://110010.art/d/9045a7826adf4d74/
- Original: https://winder.ai/timestral-ai-demand-forecasting/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Timestral Tested: How Much Data AI Demand Forecasting Needs

Coverage:
- Hacker News (AI) (2026-10-30): [Timestral Tested: How Much Data AI Demand Forecasting Needs](https://news.ycombinator.com/item?id=50301214) -- lead source

### Show HN: Send21 – crypto pay links an AI agent can create but can't spend

- Permalink: https://110010.art/d/c0f5cdcbdde94f8b/
- Original: https://send21.io/demo
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: Send21 – Crypto pay links an AI agent can create but can't spend

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Send21 – Crypto pay links an AI agent can create but can't spend](https://news.ycombinator.com/item?id=50301153) -- lead source

### Etsy to restrict AI-generated content to combat seller slop.

- Permalink: https://110010.art/d/9fef45b5a46e4d64/
- Original: https://www.nbcnews.com/business/consumer/etsy-restricts-ai-generated-seller-slop-rcna605216
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Etsy to restrict AI-generated content in effort to combat seller slop

Coverage:
- Hacker News (AI) (2026-10-30): [Etsy to restrict AI-generated content in effort to combat seller slop](https://news.ycombinator.com/item?id=50301134) -- lead source

### How not to use AI for pull requests and code reviews

- Permalink: https://110010.art/d/8cc28c3c032140ca/
- Original: https://paulbakker.io/writing/how-not-to-use-ai-for-pull-requests-and-code-changes/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: How (not) to use AI for pull requests and code reviews

Coverage:
- Hacker News (AI) (2026-10-30): [How (not) to use AI for pull requests and code reviews](https://news.ycombinator.com/item?id=50301130) -- lead source

### Spotify aims to launch AI music remix service early next year

- Permalink: https://110010.art/d/71151f2dd6fc436f/
- Original: https://www.ft.com/content/50286bd0-7158-4347-81d8-011cd164f75b
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Spotify aims to launch AI music remix service early next year](https://news.ycombinator.com/item?id=50301102) -- lead source

### Show HN: AI agents trade privately on BitcoinZ, with proof of delivery

- Permalink: https://110010.art/d/0b348a838cb84e1c/
- Original: https://github.com/ZKStamp/AgentWallet
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: AI agents trade privately on BitcoinZ, with proof of delivery](https://news.ycombinator.com/item?id=50301018) -- lead source

### Patterns in AI-driven software development

- Permalink: https://110010.art/d/37ae3997567a44bb/
- Original: https://akos.ma/blog/patterns-in-ai-driven-software-development/
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Patterns in AI-Driven Software Development

Coverage:
- Hacker News (AI) (2026-10-30): [Patterns in AI-Driven Software Development](https://news.ycombinator.com/item?id=50300745) -- lead source

### NVIDIA releases Metatron v1: a unified policy for walking, interaction, and fall recovery on the Unitree G1 humanoid

- Permalink: https://110010.art/d/432761fc93854a85/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj8kzn/metatron_v1_nvidias_unified_humanoid_control/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Metatron v1: NVIDIA's Unified Humanoid Control Policy for the Unitree G1
- Tags: [NVIDIA](https://110010.art/tags/nvidia/)

Metatron v1 is a single learned policy that handles walking, scene interaction and fall recovery for the 29-joint Unitree G1 humanoid. It's a MaskedMimic-style transformer student, released under the NVIDIA Open...

Coverage:
- r/LocalLLaMA (2026-10-30): [Metatron v1: NVIDIA's Unified Humanoid Control Policy for the Unitree G1](https://www.reddit.com/r/LocalLLaMA/comments/1xj8kzn/metatron_v1_nvidias_unified_humanoid_control/) -- lead source

### NVIDIA releases AlpaJudge, a family of learned judges for autonomous-driving reasoning

- Permalink: https://110010.art/d/320f23fada534493/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj89xx/alpajudge_nvidias_learned_judges_for/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: AlpaJudge: NVIDIA's Learned Judges for Autonomous-Driving Reasoning
- Tags: [NVIDIA](https://110010.art/tags/nvidia/), [Hugging Face](https://110010.art/tags/hugging-face/)

AlpaJudge is NVIDIA's family of learned judge models for evaluating reasoning in autonomous driving, released on Hugging Face (nvidia/alpajudge) with weights under the OpenMDW-1.1 license and source code under Apache...

Coverage:
- r/LocalLLaMA (2026-10-30): [AlpaJudge: NVIDIA's Learned Judges for Autonomous-Driving Reasoning](https://www.reddit.com/r/LocalLLaMA/comments/1xj89xx/alpajudge_nvidias_learned_judges_for/) -- lead source

### AI will bring in universal income and everyone will get wealthier

- Permalink: https://110010.art/d/14af96225a444532/
- Original: https://www.thenationalnews.com/business/money/2026/10/28/ai-will-bring-in-universal-income-and-everyone-will-get-wealthier-oracles-larry-ellison-says/
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [AI will bring in universal income and everyone will get wealthier](https://news.ycombinator.com/item?id=50300566) -- lead source

### AI powered cold email

- Permalink: https://110010.art/d/f06e11edfb6a4016/
- Original: https://usemailrush.com
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: AI Powered Cold Email

Coverage:
- Hacker News (AI) (2026-10-30): [AI Powered Cold Email](https://news.ycombinator.com/item?id=50300545) -- lead source

### Plan R: AI safety by ASICs

- Permalink: https://110010.art/d/599c004d287c441f/
- Original: https://www.lesswrong.com/posts/n8u3BfqFoGh4jnzpo/plan-r-ai-safety-by-asics
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Plan R: AI Safety by ASICs

Coverage:
- Hacker News (AI) (2026-10-30): [Plan R: AI Safety by ASICs](https://news.ycombinator.com/item?id=50300396) -- lead source

### Anthropic now lets Claude users jump out of plane without parachute.

- Permalink: https://110010.art/d/629d5ca2c9f843d2/
- Original: https://www.theregister.com/ai-and-ml/2026/10/27/anthropic-now-lets-claude-users-jump-out-of-plane-without-parachute/5305807
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Anthropic now lets Claude users jump out of plane without parachute
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-10-30): [Anthropic now lets Claude users jump out of plane without parachute](https://news.ycombinator.com/item?id=50300277) -- lead source

### OpenEBFM: can energy-based models scale as foundation models? code and weights released

- Permalink: https://110010.art/d/da51cc1f76cf4871/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj6vw8/openebfm_can_energybased_models_scale_as/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: 🚀 OpenEBFM: Can Energy-Based Models Scale as Foundation Models? Code and Weights Released

We’ve been working on OpenEBFM (Energy-Based Foundation Models), and I wanted to share the project here and get feedback from the community. Most language foundation models today are based on directly modeling token...

Coverage:
- r/LocalLLaMA (2026-10-30): [🚀 OpenEBFM: Can Energy-Based Models Scale as Foundation Models? Code and Weights Released](https://www.reddit.com/r/LocalLLaMA/comments/1xj6vw8/openebfm_can_energybased_models_scale_as/) -- lead source

### Show HN: Breatic – Collaborative canvases and documents with an AI agent

- Permalink: https://110010.art/d/920d9f192b7b4ed1/
- Original: https://github.com/orime-org/breatic
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: Breatic – Collaborative canvases and documents with an AI agent](https://news.ycombinator.com/item?id=50299847) -- lead source

### Show HN: HiPath AI – CS learning roadmaps unlock each lesson with a quiz

- Permalink: https://110010.art/d/16ed6e7896af4866/
- Original: https://www.hipathai.me
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Show HN: HiPath AI – CS learning roadmaps where a quiz unlocks each lesson

Coverage:
- Hacker News (AI) (2026-10-30): [Show HN: HiPath AI – CS learning roadmaps where a quiz unlocks each lesson](https://news.ycombinator.com/item?id=50299645) -- lead source

### AI killed my software career [video]

- Permalink: https://110010.art/d/981299ff1c7c491f/
- Original: https://www.youtube.com/watch?v=cwsy-6gu5p4
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [AI killed my software career [video]](https://news.ycombinator.com/item?id=50299573) -- lead source

### GPU stock spotted in a data center; unused GPUs being repurposed for local LLMs.

- Permalink: https://110010.art/d/7f5dc8a221fe4da3/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj4qi0/guys_i_think_i_found_our_gpus/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Guys I think I found our GPUs

From a data center near you, you could find a lot in stock of unused gpu for your Local LLM that we could’ve only dreamed of.  Let’s hope maybe they will file a return or maybe you know a hook up. Glad to see they...

Coverage:
- r/LocalLLaMA (2026-10-30): [Guys I think I found our GPUs](https://www.reddit.com/r/LocalLLaMA/comments/1xj4qi0/guys_i_think_i_found_our_gpus/) -- lead source

### Ambition in the age of AI

- Permalink: https://110010.art/d/6acadb6b0078457f/
- Original: https://aumitleon.dev/ambition-in-the-age-of-ai
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Ambition in the Age of AI

Coverage:
- Hacker News (AI) (2026-10-30): [Ambition in the Age of AI](https://news.ycombinator.com/item?id=50299390) -- lead source

### The hard problem of AI therapy

- Permalink: https://110010.art/d/46df905c3f04482b/
- Original: https://www.theseedsofscience.pub/p/the-hard-problem-of-ai-therapy
- Source: Hacker News (AI)
- Published: 2026-10-30

Coverage:
- Hacker News (AI) (2026-10-30): [The hard problem of AI therapy](https://news.ycombinator.com/item?id=50299275) -- lead source

### How I built the most AI-pilled company in the world

- Permalink: https://110010.art/d/e4683798459d4466/
- Original: https://x.com/jsnnsa/status/2115623382721126826?a=fjiH4cVowfsIKfO0urI&s=46
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: How I Built the Most AI-Pilled Company in the World

Coverage:
- Hacker News (AI) (2026-10-30): [How I Built the Most AI-Pilled Company in the World](https://news.ycombinator.com/item?id=50299051) -- lead source
- Hacker News (AI) (2026-11-05): [I Built the Most AI-Pilled Company in the World](https://news.ycombinator.com/item?id=50376137)

### Google engineer says AI will destroy humanity; he’s stopped saving for retirement

- Permalink: https://110010.art/d/596b4ba55f894e30/
- Original: https://finance.yahoo.com/technology/ai/articles/former-google-engineer-sure-ai-103000827.html
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Google eng is sure AI will destroy humanity he's stopped saving for retirement

Coverage:
- Hacker News (AI) (2026-10-30): [Google eng is sure AI will destroy humanity he's stopped saving for retirement](https://news.ycombinator.com/item?id=50298949) -- lead source

### Open TTS leaderboard benchmarks streaming inference implementations on Hugging Face leaderboards

- Permalink: https://110010.art/d/4a28d53e07cb4cd7/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj2wjk/the_open_tts_leaderboard_from_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: The Open TTS Leaderboard from Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

The leaderboard benchmarks different inference implementations in the "streaming" tab, which provide useful insights into real-world deployment. Assuming that you already know which model you want to use, the...

Coverage:
- r/LocalLLaMA (2026-10-30): [The Open TTS Leaderboard from Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xj2wjk/the_open_tts_leaderboard_from_hugging_face/) -- lead source

### Reddit to switch to a logged-in-only experience, removing public searchability of posts via browsers.

- Permalink: https://110010.art/d/1fa134120dca44a2/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj2pnp/reddit_will_force_everyone_to_log_in/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Reddit will force everyone to log in

Recently, CEO Steve Huffman disclosed that Reddit will transition to a "logged-in-only" experience. This means that Reddit posts will no longer be searchable via internet browsers, significantly impacting local AIs...

Coverage:
- r/LocalLLaMA (2026-10-30): [Reddit will force everyone to log in](https://www.reddit.com/r/LocalLLaMA/comments/1xj2pnp/reddit_will_force_everyone_to_log_in/) -- lead source

### Qwen 3.8 performs fast prompts, generating poetry and Houdini VEX code for particle deletion requests

- Permalink: https://110010.art/d/03e0620c17944d4c/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj2hi1/qwen_38_what_am_i_missing_here/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Qwen 3.8 what am I missing here?
- Tags: [Qwen](https://110010.art/tags/qwen/)

I'm just starting my journey here into local LLM. Since I work in VFX I've got a 5090 and 256GB of sys mem. Installed LM studio and downloaded Qwen 3.8 27B since that very comfortably fits in VRAM. Set it to low...

Coverage:
- r/LocalLLaMA (2026-10-30): [Qwen 3.8 what am I missing here?](https://www.reddit.com/r/LocalLLaMA/comments/1xj2hi1/qwen_38_what_am_i_missing_here/) -- lead source

### The AI data center explained—from electricity to ChatGPT [video]

- Permalink: https://110010.art/d/7ef105ff41994fdd/
- Original: https://www.youtube.com/watch?v=ckoi0RTEgcY
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: The AI Data Center Explained – From Electricity to ChatGPT [video]
- Tags: [ChatGPT](https://110010.art/tags/chatgpt/)

Coverage:
- Hacker News (AI) (2026-10-30): [The AI Data Center Explained – From Electricity to ChatGPT [video]](https://news.ycombinator.com/item?id=50298692) -- lead source

### Dell offering RTX 6000 Pro Workstation for $12k with 10% off and 9% Dell rewards

- Permalink: https://110010.art/d/4436cc1bc886448f/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj1qzw/right_now_you_can_get_an_rtx_6000_pro_workstation/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Right now you can get an RTX 6000 Pro Workstation For 12k from Dell
- Tags: [Blackwell](https://110010.art/tags/blackwell/)

https://preview.redd.it/zyt9r7so6iyh1.png?width=603&format=png&auto=webp&s=a05c577256c365749f90e69bfa8436a67959c8b2 Not sure if this is allowed, but I just got some. Figured if anyone was like me and didn't want to...

Coverage:
- r/LocalLLaMA (2026-10-30): [Right now you can get an RTX 6000 Pro Workstation For 12k from Dell](https://www.reddit.com/r/LocalLLaMA/comments/1xj1qzw/right_now_you_can_get_an_rtx_6000_pro_workstation/) -- lead source
- r/LocalLLaMA (2026-10-30): [Complete Dell workstation with 96GB NVIDIA GPU may cost less than graphics card alone](https://www.reddit.com/r/LocalLLaMA/comments/1xj7g31/complete_dell_workstation_with_96gb_nvidia_gpu/)

### NInfer-2080ti-22g now supports Windows-native and uses only VRAM for Qwen3.6/8-27B on a modded 22 GB RTX 2080 Ti

- Permalink: https://110010.art/d/b2a9162a6e174457/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj1gnw/ninfer2080ti22g_now_supports_windowsnative_and_is/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: NInfer-2080ti-22g now supports Windows-native and is only 0.28 GB
- Tags: [Qwen](https://110010.art/tags/qwen/)

v0.3.0 of NInfer for Turing is out, and this is all about streamlining the UX. For context, this is an engine for running Qwen3.6/8-27B (and ONLY Qwen3.6/8-27B) on a single modded 22 GB RTX 2080 Ti. It is designed to...

Coverage:
- r/LocalLLaMA (2026-10-30): [NInfer-2080ti-22g now supports Windows-native and is only 0.28 GB](https://www.reddit.com/r/LocalLLaMA/comments/1xj1gnw/ninfer2080ti22g_now_supports_windowsnative_and_is/) -- lead source
- r/LocalLLaMA (2026-11-01): [Infernix - New Release!](https://www.reddit.com/r/LocalLLaMA/comments/1xl4pf6/infernix_new_release/)

### How to ace interviews and meetings with AI assistance

- Permalink: https://110010.art/d/ddcd78e3062c4848/
- Original: https://sanityos.com/blog/ai-meeting-interview-assistant
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: How to Ace Interviews and Meetings with AI Assistance

Coverage:
- Hacker News (AI) (2026-10-30): [How to Ace Interviews and Meetings with AI Assistance](https://news.ycombinator.com/item?id=50298463) -- lead source

### 10 coding agents, one Qwen 3.8 27B, with identical llama-server; tokens and cache reuse vary more than pass rates

- Permalink: https://110010.art/d/672848c18f4945af/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj182d/10_coding_agents_one_qwen_38_27b_same_llamaserver/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: 10 coding agents, one Qwen 3.8 27B, same llama-server: tokens and cache reuse differ more than pass rates
- Tags: [Qwen](https://110010.art/tags/qwen/), [Llama](https://110010.art/tags/llama/), [DeepSeek](https://110010.art/tags/deepseek/)

Part 2 of my agent test (part 1 was a 4B model) Hardware I used: MacBook Pro M5 Max, 64 GB. Qwen 3.8 27B Q4 on llama.cpp, thinking off. Setup  same model and server for everyone 5 small coding tasks, each with a...

Coverage:
- r/LocalLLaMA (2026-10-30): [10 coding agents, one Qwen 3.8 27B, same llama-server: tokens and cache reuse differ more than pass rates](https://www.reddit.com/r/LocalLLaMA/comments/1xj182d/10_coding_agents_one_qwen_38_27b_same_llamaserver/) -- lead source

### GitHub adds bilingual AI reviews and MCP access to trending projects

- Permalink: https://110010.art/d/c1c6a5b28a7f43f5/
- Original: https://hotrepo.ai
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: GitHub trending projects with bilingual AI reviews and MCP access

Coverage:
- Hacker News (AI) (2026-10-30): [GitHub trending projects with bilingual AI reviews and MCP access](https://news.ycombinator.com/item?id=50298275) -- lead source

### Discover AI updated with 51 hands-on labs for learning how AI works, runs in the browser with all labs and lessons now web-based

- Permalink: https://110010.art/d/6269d6e0d4ff4e4d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj10ca/updated_discover_ai_an_app_with_51_handson_labs/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Updated: Discover AI, an app with 51 hands-on labs for learning how AI works

Two weeks ago I posted Discover AI, an app with 51 hands-on labs for learning how AI works, from math fundamentals, a single neuron up to agents, fine-tuning and serving. Thanks to everyone who tried it, commented,...

Coverage:
- r/LocalLLaMA (2026-10-30): [Updated: Discover AI, an app with 51 hands-on labs for learning how AI works](https://www.reddit.com/r/LocalLLaMA/comments/1xj10ca/updated_discover_ai_an_app_with_51_handson_labs/) -- lead source

### Tiny Harbor: a living 3D island village built in three.js, using Qwen 3.8 Flash Next NVFP4

- Permalink: https://110010.art/d/774dc2f1c8a34adc/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xj0w5d/benchmark_tiny_harbor_a_living_3d_island_village/
- Source: r/LocalLLaMA
- Published: 2026-10-30
- Original headline: Benchmark: Tiny Harbor, a living 3D island village in three.js (Qwen 3.8 Flash Next)
- Tags: [Qwen](https://110010.art/tags/qwen/), [DeepSeek](https://110010.art/tags/deepseek/)

Saw this prompt on r/DeepSeek and thought I'd give it a shot on my current local build (Qwen 3.8 Flash Next NVFP4). Results are decent, not as good as DeepSeek on the first pass, but I think little back and forth...

Coverage:
- r/LocalLLaMA (2026-10-30): [Benchmark: Tiny Harbor, a living 3D island village in three.js (Qwen 3.8 Flash Next)](https://www.reddit.com/r/LocalLLaMA/comments/1xj0w5d/benchmark_tiny_harbor_a_living_3d_island_village/) -- lead source

### Rich Hickey argues that "AI" is not a tool

- Permalink: https://110010.art/d/452400e87e7143ae/
- Original: https://gist.github.com/richhickey/a2e19ef3f6f69ca0cca617a8a0da2268
- Source: Hacker News (AI)
- Published: 2026-10-30
- Original headline: Rich Hickey: "AI" is not a tool

Coverage:
- Hacker News (AI) (2026-10-30): [Rich Hickey: "AI" is not a tool](https://news.ycombinator.com/item?id=50298057) -- lead source

### Character.ai files for bankruptcy; creditor implications for freedom of thought

- Permalink: https://110010.art/d/d168f42158e1454f/
- Original: https://www.techdirt.com/2026/10/29/your-diary-has-a-creditor-what-character-ais-bankruptcy-does-to-freedom-of-thought/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: A Diary Has a Creditor: What Character.ai's Bankruptcy Hits Freedom of Thought
- Tags: [Character.AI](https://110010.art/tags/character.ai/)

Coverage:
- Hacker News (AI) (2026-10-29): [A Diary Has a Creditor: What Character.ai's Bankruptcy Hits Freedom of Thought](https://news.ycombinator.com/item?id=50297939) -- lead source

### Deterministic AI: why LLMs aren’t, and how to build products that are anyway

- Permalink: https://110010.art/d/ec952e19237d432d/
- Original: https://broutonlab.com/blog/deterministic-ai/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Deterministic AI: Why LLMs Aren't, and How to Build Products That Are Anyway

Coverage:
- Hacker News (AI) (2026-10-29): [Deterministic AI: Why LLMs Aren't, and How to Build Products That Are Anyway](https://news.ycombinator.com/item?id=50297928) -- lead source

### Open Code PyHooker open_code_hooker.py

- Permalink: https://110010.art/d/5bcbd2cd69764ae5/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xizv2e/open_code_pyhooker_open_code_hookerpy/
- Source: r/LocalLLaMA
- Published: 2026-10-29

I really was completely lazy to do the research into any Open Code hooks into remote servers running AI rigs. So in my case I have my LLMs all bound locally therefore an auth and proxy gateway was needed. I chicken...

Coverage:
- r/LocalLLaMA (2026-10-29): [Open Code PyHooker open_code_hooker.py](https://www.reddit.com/r/LocalLLaMA/comments/1xizv2e/open_code_pyhooker_open_code_hookerpy/) -- lead source

### AI, mathematics, education, and a public goods problem

- Permalink: https://110010.art/d/57bef65681b8490d/
- Original: https://terrytao.wordpress.com/2026/10/29/ai-mathematics-education-and-a-public-goods-problem/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI, Mathematics, Education, and a public goods problem

Coverage:
- Hacker News (AI) (2026-10-29): [AI, Mathematics, Education, and a public goods problem](https://news.ycombinator.com/item?id=50297720) -- lead source

### Outlier allegedly surveils European platform workers during AI training sessions

- Permalink: https://110010.art/d/3ac2fd882b964879/
- Original: https://noyb.eu/en/ai-training-platform-outlier-illegally-surveils-european-platform-workers
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI training platform Outlier illegally surveils European platform workers

Coverage:
- Hacker News (AI) (2026-10-29): [AI training platform Outlier illegally surveils European platform workers](https://news.ycombinator.com/item?id=50297585) -- lead source

### Sam Altman says local inference is a terrible allocation of scarce resources due to global DRAM demand for running models locally.

- Permalink: https://110010.art/d/2956c27b50a54478/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xizbq1/sam_altman_local_inference_is_a_terrible/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Sam Altman: “Local inference is a terrible allocation of scarce resources”

Sam Altman: “Local inference is a terrible allocation of scarce resources.  A lot of people want local inference, and somehow they assume that the problem is solved now because we have open-source models, we're going...

Coverage:
- r/LocalLLaMA (2026-10-29): [Sam Altman: “Local inference is a terrible allocation of scarce resources”](https://www.reddit.com/r/LocalLLaMA/comments/1xizbq1/sam_altman_local_inference_is_a_terrible/) -- lead source

### Are we in an AI bubble? Lessons from 1873 and 2000

- Permalink: https://110010.art/d/83e5c8f06d014f58/
- Original: https://samissermoyer.substack.com/p/are-we-in-an-ai-bubble-lessons-from
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Are we in an AI Bubble? Lessons from 1873 and 2000

Coverage:
- Hacker News (AI) (2026-10-29): [Are we in an AI Bubble? Lessons from 1873 and 2000](https://news.ycombinator.com/item?id=50297510) -- lead source

### Google value drops $500B as AI fears rattle Wall Street

- Permalink: https://110010.art/d/c46a82d95e6c452f/
- Original: https://www.bbc.com/news/articles/cm9qzdqpxy48o
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Google value plunges by $500B as AI fears rattle Wall Street

Coverage:
- Hacker News (AI) (2026-10-29): [Google value plunges by $500B as AI fears rattle Wall Street](https://news.ycombinator.com/item?id=50297037) -- lead source
- Hacker News (AI) (2026-10-30): [Google's $500B bloodbath reflects the danger it faces from AI](https://news.ycombinator.com/item?id=50310929)
- Hacker News (AI) (2026-10-31): [Google's $500B bloodbath reflects the danger it faces from AI](https://news.ycombinator.com/item?id=50312290)

### Biltong.ai releases tool for autonomous coding assistants to generate Python code; evaluates reliability and safety concerns

- Permalink: https://110010.art/d/ad5fa50218634ad9/
- Original: https://biltong.ai/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Biltong.ai

Coverage:
- Hacker News (AI) (2026-10-29): [Biltong.ai](https://news.ycombinator.com/item?id=50296990) -- lead source

### Building an AI-native engineering org

- Permalink: https://110010.art/d/5de797d7f0214a9f/
- Original: https://twitter.com/sgondala2/status/2115832070274723875
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Building an AI-native engineering org](https://news.ycombinator.com/item?id=50296730) -- lead source

### Why AI struggles with writing

- Permalink: https://110010.art/d/a8f4ee53ea7243ce/
- Original: https://weightythoughts.com/p/why-is-ai-bad-at-writing
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Why Is AI Bad at Writing?

Coverage:
- Hacker News (AI) (2026-10-29): [Why Is AI Bad at Writing?](https://news.ycombinator.com/item?id=50296630) -- lead source

### Organizing a kidnap using Apple's personal knowledge graph (and an LLM)

- Permalink: https://110010.art/d/b24e0eb0caed4377/
- Original: https://8rank.ai/game/apple-intelligence-knowledge-graph-in-the-wrong-hands
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Organizing a kidnap using Apple's personal knowledge graph (and an LLM)](https://news.ycombinator.com/item?id=50296620) -- lead source

### AI often makes writing worse; even when it improves it

- Permalink: https://110010.art/d/d2b8d930143448d3/
- Original: https://www.economist.com/britain/2026/09/24/ai-often-makes-writing-worse-even-if-it-makes-it-better
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI often makes writing worse. (Even if it makes it better)

Coverage:
- Hacker News (AI) (2026-10-29): [AI often makes writing worse. (Even if it makes it better)](https://news.ycombinator.com/item?id=50296605) -- lead source

### Proton goes all in on using AI

- Permalink: https://110010.art/d/10550706e1fc47d1/
- Original: https://convo.casa/@b/117525936178835007
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Proton goes all in on using AI](https://news.ycombinator.com/item?id=50296602) -- lead source

### AI writing has entered its post-shame era

- Permalink: https://110010.art/d/00f5179c94f14228/
- Original: https://www.theatlantic.com/podcasts/2026/09/is-ai-writing-inevitable/688578/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI Writing Has Entered Its Post-Shame Era

Coverage:
- Hacker News (AI) (2026-10-29): [AI Writing Has Entered Its Post-Shame Era](https://news.ycombinator.com/item?id=50296592) -- lead source

### LessWrong Sans AI

- Permalink: https://110010.art/d/a8357fe40a864767/
- Original: https://jimrandomh.github.io/LesswrongSansAI/
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [LessWrong Sans AI](https://news.ycombinator.com/item?id=50296548) -- lead source

### Cohere reports Series E fundraising, including up to $1.6 billion from the Canadian government; blog post about prompting Qwen 3.8 Flash Next drew media attention and criticism

- Permalink: https://110010.art/d/30f1cf7bdfe64918/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xix61q/arguably_unethical_behavior_from_cohere/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Arguably unethical behavior from Cohere
- Tags: [Cohere](https://110010.art/tags/cohere/), [Qwen](https://110010.art/tags/qwen/)

3 days ago, u/Cohere generated a huge amount of media attention and many fear-mongering headlines by publishing a largely unscientific blog post about an "experiment" where they used extensive pre-filling and prompt...

Coverage:
- r/LocalLLaMA (2026-10-29): [Arguably unethical behavior from Cohere](https://www.reddit.com/r/LocalLLaMA/comments/1xix61q/arguably_unethical_behavior_from_cohere/) -- lead source

### We ran AI agent swarms in Minecraft and Mindustry

- Permalink: https://110010.art/d/abf8f6523c534dc3/
- Original: https://labs.ycombinator.com/projects/games/index.html
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [We ran AI agent swarms in Minecraft and Mindustry](https://news.ycombinator.com/item?id=50296486) -- lead source
- Hacker News (AI) (2026-11-01): [AI agent swarms in Minecraft fail to build civilization, drown in bureaucracy](https://news.ycombinator.com/item?id=50325662)

### Swift 1.5 flash next - Heretic v2 - ReverseEngineer released; collaboration with u/jeffpeng3 on v2 heretic weights for this quant, preserving reasoning ability and output length

- Permalink: https://110010.art/d/cc755c9b93a4482b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xix35p/release_swift_15_flash_next_heretic_v2/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Release: Swift 1.5 Flash Next - Heretic v2 - ReverseEngineer
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/)

This model was made in collaboration with u/jeffpeng3 (on huggingface) who developed the v2 heretic weights for this quant. He managed to preserve both reasoning ability and output length. Great work, and a big step...

Coverage:
- r/LocalLLaMA (2026-10-29): [Release: Swift 1.5 Flash Next - Heretic v2 - ReverseEngineer](https://www.reddit.com/r/LocalLLaMA/comments/1xix35p/release_swift_15_flash_next_heretic_v2/) -- lead source
- r/LocalLLaMA (2026-10-30): [UPDATE - New Quants: Swift 1.5 Flash Next - Heretic v2 - ReverseEngineer](https://www.reddit.com/r/LocalLLaMA/comments/1xjo7rt/update_new_quants_swift_15_flash_next_heretic_v2/)

### Show HN: AI Knows Us – see who ChatGPT and Perplexity recommend instead of you

- Permalink: https://110010.art/d/f05d174b404447a0/
- Original: https://www.aiknowsus.com
- Source: Hacker News (AI)
- Published: 2026-10-29
- Tags: [Perplexity](https://110010.art/tags/perplexity/), [ChatGPT](https://110010.art/tags/chatgpt/)

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: AI Knows Us – see who ChatGPT and Perplexity recommend instead of you](https://news.ycombinator.com/item?id=50296304) -- lead source

### AI advances enable new capabilities in medical imaging analysis; researchers demonstrate improved diagnostic accuracy using multimodal neural networks

- Permalink: https://110010.art/d/a549f6179172427b/
- Original: https://news.ycombinator.com/item?id=50296199
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI

Coverage:
- Hacker News (AI) (2026-10-29): [AI](https://news.ycombinator.com/item?id=50296199) -- lead source

### Apple bullied flash memory suppliers; AI datacenters changed the game

- Permalink: https://110010.art/d/269e189131214e8c/
- Original: https://www.msn.com/en-us/news/other/the-beleaguered-chip-sellers-getting-their-revenge-on-apple/ar-AA2ghTPi
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Apple bullied flash memory suppliers, and why AI datacenters changed the game

Coverage:
- Hacker News (AI) (2026-10-29): [Apple bullied flash memory suppliers, and why AI datacenters changed the game](https://news.ycombinator.com/item?id=50295755) -- lead source

### AI microdrama edit of Neighbours worries actors and crew

- Permalink: https://110010.art/d/297be5db522b434e/
- Original: https://www.bbc.com/news/articles/cj1dw9znd1q1o
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [AI microdrama edit of Neighbours worries actors and crew](https://news.ycombinator.com/item?id=50295748) -- lead source

### The AI bubble is about to pop [video]

- Permalink: https://110010.art/d/16937a3eefab4d22/
- Original: https://www.youtube.com/watch?v=MgngwkPAuqQ
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [The AI bubble is about to pop [video]](https://news.ycombinator.com/item?id=50295666) -- lead source

### AI agent comments on any web page it can read and reply to

- Permalink: https://110010.art/d/00089182d305429d/
- Original: https://www.npmjs.com/package/pipeup
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Comments on any web page that your AI agent can read and reply to

Coverage:
- Hacker News (AI) (2026-10-29): [Comments on any web page that your AI agent can read and reply to](https://news.ycombinator.com/item?id=50295535) -- lead source

### (T) Introducing Sentiment: how Tango hears what customers feel

- Permalink: https://110010.art/d/336b50af7ff84735/
- Original: https://www.usesimple.ai/blog/tango-sentiment
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: (Simple AI) Introducing Sentiment: How Tango Hears What Customers Feel

Coverage:
- Hacker News (AI) (2026-10-29): [(Simple AI) Introducing Sentiment: How Tango Hears What Customers Feel](https://news.ycombinator.com/item?id=50295423) -- lead source

### Global Law queriable in Git under CC0 license

- Permalink: https://110010.art/d/14b795b642df4d5a/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xiv58m/git_for_global_law_global_law_querable_in_git/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Git for Global Law: Global Law querable in Git

This hit #1 on HN yesterday (you can read lots of discussion at https://news.ycombinator.com/item?id=50268380). Why would I want to do this? The idea is make all law semantic, versioned, easily attributable and query...

Coverage:
- r/LocalLLaMA (2026-10-29): [Git for Global Law: Global Law querable in Git](https://www.reddit.com/r/LocalLLaMA/comments/1xiv58m/git_for_global_law_global_law_querable_in_git/) -- lead source

### The Surprising Popularity of AI

- Permalink: https://110010.art/d/543b0358501f4b1a/
- Original: https://www.economist.com/international/2026/10/22/the-surprising-popularity-of-ai
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [The Surprising Popularity of AI](https://news.ycombinator.com/item?id=50295041) -- lead source

### Catalog of AI failure modes

- Permalink: https://110010.art/d/738d1c9dd3ab44f8/
- Original: https://lagomor.ph/indieweb/20261029/1313-note/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: A Catalog of AI Failure Modes

Coverage:
- Hacker News (AI) (2026-10-29): [A Catalog of AI Failure Modes](https://news.ycombinator.com/item?id=50294889) -- lead source

### SanDisk’s high bandwidth flash gains little attention after announcement of multi-terabyte read speeds on a single GPU with up to 3 TB of flash storage.

- Permalink: https://110010.art/d/1925f1a2d8bd43b4/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xiu31b/why_does_no_one_seem_to_give_a_damn_about_high/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Why does no one seem to give a damn about High Bandwidth Flash?

Two months ago SanDisk announced the creation of high bandwidth flash and claimed they could get multi terabyte read speeds with up to 3tb of flash storage on a single GPU. Yet since that announcement everyone seems...

Coverage:
- r/LocalLLaMA (2026-10-29): [Why does no one seem to give a damn about High Bandwidth Flash?](https://www.reddit.com/r/LocalLLaMA/comments/1xiu31b/why_does_no_one_seem_to_give_a_damn_about_high/) -- lead source

### AI is not an important technology

- Permalink: https://110010.art/d/4ffc8df9d1ca4c31/
- Original: https://bakigul.substack.com/p/yapay-zeka-buyuk-bir-teknoloji-degil
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI Is Not an Important Technology

Coverage:
- Hacker News (AI) (2026-10-29): [AI Is Not an Important Technology](https://news.ycombinator.com/item?id=50294706) -- lead source

### China copies American AI model, says arXiv paper on replication and policy implications; source notes potential imitability of U.S. AI technologies

- Permalink: https://110010.art/d/5de56410d7a44116/
- Original: https://www.economist.com/leaders/2026/10/29/let-china-copy-american-ai
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Let China Copy American AI

Coverage:
- Hacker News (AI) (2026-10-29): [Let China Copy American AI](https://news.ycombinator.com/item?id=50294648) -- lead source
- Hacker News (AI) (2026-10-30): [China increasingly depends on copying American AI](https://news.ycombinator.com/item?id=50299507)

### Memgraph announces AI Memory enables persistent context across session, team, and organization.

- Permalink: https://110010.art/d/ba3ab7929b68497a/
- Original: https://memgraph.com/blog/ai-memory-persistent-context
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI Memory on Memgraph: Persistent Context Across Session, Team and Organization

Coverage:
- Hacker News (AI) (2026-10-29): [AI Memory on Memgraph: Persistent Context Across Session, Team and Organization](https://news.ycombinator.com/item?id=50294627) -- lead source

### Gawk4ai - AI, written small

- Permalink: https://110010.art/d/e78f94063ec0472d/
- Original: https://github.com/timm/gawk4ai/blob/main/README.md
- Source: Lobsters (AI)
- Published: 2026-10-29
- Original headline: gawk4ai - AI, written small

Comments

Coverage:
- Lobsters (AI) (2026-10-29): [gawk4ai - AI, written small](https://github.com/timm/gawk4ai/blob/main/README.md) -- lead source

### Research: matching Claude Code + Sonnet 5.5 design quality with DeepSeek/GLM Flash models and a custom harness

- Permalink: https://110010.art/d/f6e9a2bbc61743f8/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xit9g8/research_matching_claude_code_sonnet_55_design/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Research: Matching Claude Code + Sonnet 5.5 design quality with DeepSeek/GLM Flash models and a custom harness
- Tags: [Claude Sonnet](https://110010.art/tags/claude-sonnet/), [DeepSeek](https://110010.art/tags/deepseek/), [Claude](https://110010.art/tags/claude/)

Hey all! I've been working on a custom agentic harness called Rivermark for social, marketing & print design. Whoever has tried to use LLMs (even frontier ones) for this knows that they can be a bit hit or miss,...

Coverage:
- r/LocalLLaMA (2026-10-29): [Research: Matching Claude Code + Sonnet 5.5 design quality with DeepSeek/GLM Flash models and a custom harness](https://www.reddit.com/r/LocalLLaMA/comments/1xit9g8/research_matching_claude_code_sonnet_55_design/) -- lead source

### Scams overtake phishing as crooks industrialize fraud with AI

- Permalink: https://110010.art/d/56a5574265184664/
- Original: https://securityboulevard.com/2026/10/scams-overtake-phishing-as-crooks-industrialize-fraud-with-ai/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Scams Overtake Phishing as Crooks Industrialize Fraud with AI

Coverage:
- Hacker News (AI) (2026-10-29): [Scams Overtake Phishing as Crooks Industrialize Fraud with AI](https://news.ycombinator.com/item?id=50294280) -- lead source

### Free, with 20 AI actions a day; your verified Nokku certificates can be added

- Permalink: https://110010.art/d/345e9dd1974d4275/
- Original: https://pesu.payanai.com/learn/resume
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Free, with 20 AI actions a day. Your verified Nokku certificates can be added

Coverage:
- Hacker News (AI) (2026-10-29): [Free, with 20 AI actions a day. Your verified Nokku certificates can be added](https://news.ycombinator.com/item?id=50294263) -- lead source

### Ukraine's new AI-powered turret shoots down Russia's fastest drones

- Permalink: https://110010.art/d/45204b2ff44c4149/
- Original: https://united24media.com/war-in-ukraine/ukraines-new-ai-powered-turret-sky-sentinel-is-already-shooting-down-russias-fastest-drones-23750
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Ukraine's New AI-Powered Turret–Is Shooting Down Russia's Fastest Drones

Coverage:
- Hacker News (AI) (2026-10-29): [Ukraine's New AI-Powered Turret–Is Shooting Down Russia's Fastest Drones](https://news.ycombinator.com/item?id=50294175) -- lead source

### UkisAI expands Swift model series with GLM-5.3-Flash and Ornith 9B, achieves -57.7% token usage with <1% accuracy loss on max reasoning

- Permalink: https://110010.art/d/301fbe1b6e00488d/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xisqge/ukisai_swift_glm53_gsqrco_swift_ornith_9b_577/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: UkisAI Swift GLM5.3 + GSQ-RCO, Swift Ornith 9B / -57.7% Token Usage with <1% accuracy loss on max reasoning

Hi everyone, Jovan from UkisAI here, Today we are expanding our Swift model series with two models requested by the community.  We made Swift GLM-5.3-Flash and Swift Ornith 9B more efficient by figuring out which...

Coverage:
- r/LocalLLaMA (2026-10-29): [UkisAI Swift GLM5.3 + GSQ-RCO, Swift Ornith 9B / -57.7% Token Usage with <1% accuracy loss on max reasoning](https://www.reddit.com/r/LocalLLaMA/comments/1xisqge/ukisai_swift_glm53_gsqrco_swift_ornith_9b_577/) -- lead source

### ROCm HRX Loom v0.1 released for targeting AMD CPUs, GPUs & NPUs

- Permalink: https://110010.art/d/9438e1ddd4e7451e/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xisbig/amds_rocm_hrx_loom_v01_released_for_targeting_amd/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: AMD's ROCm HRX Loom v0.1 released for targeting AMD CPUs, GPUs & NPUs

submitted by    /u/Fcking_Chuck   [link]   [comments]

Coverage:
- r/LocalLLaMA (2026-10-29): [AMD's ROCm HRX Loom v0.1 released for targeting AMD CPUs, GPUs & NPUs](https://www.reddit.com/r/LocalLLaMA/comments/1xisbig/amds_rocm_hrx_loom_v01_released_for_targeting_amd/) -- lead source

### Teaching a 1999 VB6 app to talk to AI agents

- Permalink: https://110010.art/d/eb26e34311274d10/
- Original: https://www.sql-server-tool.com/blog-vb6-ai-agents.htm
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Teaching a 1999 VB6 app to talk to AI agents](https://news.ycombinator.com/item?id=50293784) -- lead source

### Where are all the AI Halloween candy dispensers?

- Permalink: https://110010.art/d/586fc76e6e164cbb/
- Original: https://news.ycombinator.com/item?id=50293761
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Where are all the AI Halloween candy dispensers?](https://news.ycombinator.com/item?id=50293761) -- lead source

### Free web search for a local agent stops working; user asks what they’re paying per 1,000 queries now

- Permalink: https://110010.art/d/a9ac1da5f5b94470/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xis2qz/free_web_search_for_my_local_agent_stopped/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Free web search for my local agent stopped working. What are you paying per 1,000 queries now?

My research agent ran on a free search API for months until every call started failing last week and the SearXNG box I set up instead keeps getting its Google and Bing engines suspended for captchas, so I'm going to...

Coverage:
- r/LocalLLaMA (2026-10-29): [Free web search for my local agent stopped working. What are you paying per 1,000 queries now?](https://www.reddit.com/r/LocalLLaMA/comments/1xis2qz/free_web_search_for_my_local_agent_stopped/) -- lead source

### Disney files patents for AI intended to form emotional bonds using guest memories

- Permalink: https://110010.art/d/06616eb020484981/
- Original: https://wdwnt.com/2026/10/disney-files-patent-for-ai-characters-that-form-emotional-bonds-using-guest-memories/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Disney Files Patents for AI That Form Emotional Bonds Using Guest Memories

Coverage:
- Hacker News (AI) (2026-10-29): [Disney Files Patents for AI That Form Emotional Bonds Using Guest Memories](https://news.ycombinator.com/item?id=50293649) -- lead source

### Show HN: Kinoloom – a local AI film studio for an 8 GB GPU

- Permalink: https://110010.art/d/f3c9acf60d5a4c86/
- Original: https://github.com/harlixay7/Kinoloom
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Show HN: Kinoloom – A local AI film studio for an 8 GB GPU

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: Kinoloom – A local AI film studio for an 8 GB GPU](https://news.ycombinator.com/item?id=50293595) -- lead source

### Datapoint for AI bubble: raising money for AI datacenters is getting harder

- Permalink: https://110010.art/d/904339685da64d8b/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xirt93/datapoint_for_ai_bubble_getting_harder_to_raise/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Datapoint for AI bubble: getting harder to raise money for AI datacenters

Will this lower our RAM prices for local?  https://x.com/HedgieMarkets/status/2115505986504954244 https://www.bloomberg.com/news/articles/2026-10-28/wall-street-s-ai-debt-machine-is-starting-to-choke-on-supply...

Coverage:
- r/LocalLLaMA (2026-10-29): [Datapoint for AI bubble: getting harder to raise money for AI datacenters](https://www.reddit.com/r/LocalLLaMA/comments/1xirt93/datapoint_for_ai_bubble_getting_harder_to_raise/) -- lead source

### I rebuilt an AI gateway in Rust; it became 41× faster

- Permalink: https://110010.art/d/fcbaf80a5ec24df8/
- Original: https://medium.com/@Koukyosyumei/i-rebuilt-an-ai-gateway-in-rust-it-became-41-faster-47486b8f0d47
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: I Rebuilt an AI Gateway in Rust. It Became 41× Faster

Coverage:
- Hacker News (AI) (2026-10-29): [I Rebuilt an AI Gateway in Rust. It Became 41× Faster](https://news.ycombinator.com/item?id=50293525) -- lead source

### Neovim nerds fix setup errors by collaborating; advocates customizable, user-fixable harnesses instead of relying on large companies

- Permalink: https://110010.art/d/8141e5bf3fdd4583/
- Original: https://uji.sh
- Source: Lobsters (AI)
- Published: 2026-10-29
- Original headline: Uji - Gentoo of Coding Agents

My friend and I are Neovim nerds, and every so often our Neovim setups would throw errors. What did we do? We talked to each other and solved it. It was never Neovim’s fault.
We think the same way about harnesses. If...

Coverage:
- Lobsters (AI) (2026-10-29): [Uji - Gentoo of Coding Agents](https://uji.sh) -- lead source

### Show HN: phpClaw – AI agent runtime for PHP with tools, memory and guards

- Permalink: https://110010.art/d/fa44d3859d51438c/
- Original: https://github.com/phpclaw-php/phpclaw-monorepo
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: phpClaw – AI agent runtime for PHP with tools, memory and guards](https://news.ycombinator.com/item?id=50293361) -- lead source

### Five principles for generating readable AI text in bulk

- Permalink: https://110010.art/d/0cb9d7044d9642d8/
- Original: https://fsdatalab.github.io/blog/agent-text-at-scale/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Five Principles for Generating Readable AI Text in Bulk

Coverage:
- Hacker News (AI) (2026-10-29): [Five Principles for Generating Readable AI Text in Bulk](https://news.ycombinator.com/item?id=50293196) -- lead source

### Show HN: Sheetgraph enables AI agents to understand complex spreadsheets

- Permalink: https://110010.art/d/566f0fddb159460d/
- Original: https://github.com/asharma327/sheetgraph
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Show HN: Sheetgraph, AI agents can understand complex spreadsheets

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: Sheetgraph, AI agents can understand complex spreadsheets](https://news.ycombinator.com/item?id=50293148) -- lead source

### We asked eleven AI models to chair the drafting of a multilateral statement.

- Permalink: https://110010.art/d/45ffa59601624db7/
- Original: https://www.karlsnotes.com/we-asked-eleven-ai-models-to-chair-the-drafting-of-a-multilateral-statement-only-three-did-it-reliably/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: We asked eleven AI models to chair the drafting of a multilateral statement

Coverage:
- Hacker News (AI) (2026-10-29): [We asked eleven AI models to chair the drafting of a multilateral statement](https://news.ycombinator.com/item?id=50293080) -- lead source

### Providers silently overwrote the deepseek-v4.1-flash model with -1017, reducing performance and increasing tool calls, according to 40 days of coding-agent telemetry

- Permalink: https://110010.art/d/a1f14ffe9dd04e47/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xiqw9i/why_you_cant_trust_cloud_api_endpoints_40_days_of/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Why you can't trust cloud API endpoints: 40 days of coding-agent telemetry showing the exact day providers silently overwrote deepseek-v4.1-flash with -1017 ("faster execution, shorter answers" = 3x more swearing and 6.7x more model switches)
- Tags: [DeepSeek](https://110010.art/tags/deepseek/)

Around mid-October deepseek-v4.1-flash suddenly started feeling much dumber in my coding agent, so I parsed my local session logs to see when it broke. Before the update it had a funny quirk where it would randomly...

Coverage:
- r/LocalLLaMA (2026-10-29): [Why you can't trust cloud API endpoints: 40 days of coding-agent telemetry showing the exact day providers silently overwrote deepseek-v4.1-flash with -1017 ("faster execution, shorter answers" = 3x more swearing and 6.7x more model switches)](https://www.reddit.com/r/LocalLLaMA/comments/1xiqw9i/why_you_cant_trust_cloud_api_endpoints_40_days_of/) -- lead source

### Used Xeon X99 PC with 16GB RAM, planning upgrades to 256GB RAM and RTX 3090 Ti for Strata LLM inference

- Permalink: https://110010.art/d/b832f01d41f54829/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xiqujs/old_xeon_x99_pc_with_256gb_ram_rtx_3090_ti_worth/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: old Xeon X99 PC with 256GB RAM + RTX 3090 Ti worth it for Strata LLM inference?

​ I found this used PC in my local market for around $420: - CPU: Xeon E5-2640 v3 (8C/16T) - Motherboard: X99 (exact model unknown) - RAM: 16GB DDR4 (planning to upgrade to 256GB) - Storage: 128GB SSD - Includes a...

Coverage:
- r/LocalLLaMA (2026-10-29): [old Xeon X99 PC with 256GB RAM + RTX 3090 Ti worth it for Strata LLM inference?](https://www.reddit.com/r/LocalLLaMA/comments/1xiqujs/old_xeon_x99_pc_with_256gb_ram_rtx_3090_ti_worth/) -- lead source

### AI contributions to GHC

- Permalink: https://110010.art/d/597ce46575cc4e85/
- Original: https://serokell.io/blog/ai-contributions-to-ghc
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI Contributions to GHC

Coverage:
- Hacker News (AI) (2026-10-29): [AI Contributions to GHC](https://news.ycombinator.com/item?id=50293025) -- lead source

### Anthropic announces plans to go public with an initial public offering.

- Permalink: https://110010.art/d/718646897b134a0b/
- Original: https://thezvi.substack.com/p/ai-192-anthropic-is-going-public
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI #192: Anthropic Is Going Public
- Tags: [Anthropic](https://110010.art/tags/anthropic/)

Coverage:
- Hacker News (AI) (2026-10-29): [AI #192: Anthropic Is Going Public](https://news.ycombinator.com/item?id=50292704) -- lead source

### AI is overwhelming and I’m doing it wrong

- Permalink: https://110010.art/d/71d501307be54cbf/
- Original: https://www.bensbites.com/p/ai-is-overwhelming-and-im-doing-it
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI is overwhelming and I'm doing it wrong

Coverage:
- Hacker News (AI) (2026-10-29): [AI is overwhelming and I'm doing it wrong](https://news.ycombinator.com/item?id=50292638) -- lead source

### Ask HN: True or false AI isn’t replacing SWEs; management is to justify AI spend

- Permalink: https://110010.art/d/6d8bcc39cede4035/
- Original: https://news.ycombinator.com/item?id=50292620
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Ask HN: True or False AI Isn't Replacing SWEs, Management Is to Justify AI Spend

Coverage:
- Hacker News (AI) (2026-10-29): [Ask HN: True or False AI Isn't Replacing SWEs, Management Is to Justify AI Spend](https://news.ycombinator.com/item?id=50292620) -- lead source

### How are you using AI in your personal life?

- Permalink: https://110010.art/d/6409b7127ca84844/
- Original: https://news.ycombinator.com/item?id=50292611
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Ask HN: How are you using AI in your personal life?

Coverage:
- Hacker News (AI) (2026-10-29): [Ask HN: How are you using AI in your personal life?](https://news.ycombinator.com/item?id=50292611) -- lead source

### An economy for open weight AI models

- Permalink: https://110010.art/d/db1b414e049d49a2/
- Original: https://twitter.com/bertgodel/status/2115565111624753557
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [An economy for open weight AI models](https://news.ycombinator.com/item?id=50292510) -- lead source

### Americans are open to AI in healthcare, but want humans making final calls

- Permalink: https://110010.art/d/5999dd548c5b46a6/
- Original: https://www.pewresearch.org/science/2026/10/29/americans-are-open-to-ai-in-healthcare-but-want-humans-making-final-calls/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Americans Are Open to AI in Healthcare, but Want Humans Making Final Calls

Coverage:
- Hacker News (AI) (2026-10-29): [Americans Are Open to AI in Healthcare, but Want Humans Making Final Calls](https://news.ycombinator.com/item?id=50292430) -- lead source

### Show HN: Apgar – catch agent regressions without an LLM judge

- Permalink: https://110010.art/d/82602682c09648e3/
- Original: https://github.com/oimo-ai/apgar
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Show HN: Apgar – Catch agent regressions without an LLM judge

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: Apgar – Catch agent regressions without an LLM judge](https://news.ycombinator.com/item?id=50292363) -- lead source

### MLCommons Candela provides risk benchmarking as a service for developers and deployers

- Permalink: https://110010.art/d/236970b16f934f94/
- Original: https://mlcommons.org/2026/10/introducing-candela/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: MLCommons Candela: AI risk benchmarking-as-a-service for developers, deployers

Coverage:
- Hacker News (AI) (2026-10-29): [MLCommons Candela: AI risk benchmarking-as-a-service for developers, deployers](https://news.ycombinator.com/item?id=50292329) -- lead source

### Kokoro can clone any voice with about 600 MB of extra VRAM.

- Permalink: https://110010.art/d/d36ad56c807d4eb0/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xiplj7/kokoro_can_now_clone_any_voice_with_just_600_mb/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: Kokoro can now clone any voice with just ~600 MB of extra VRAM!

While looking for audio models, I came across OpenVoice. It's getting pretty old, but surprisingly still ranks high on TTS leaderboards. What caught my attention was its design: essentially TTS + voice conversion....

Coverage:
- r/LocalLLaMA (2026-10-29): [Kokoro can now clone any voice with just ~600 MB of extra VRAM!](https://www.reddit.com/r/LocalLLaMA/comments/1xiplj7/kokoro_can_now_clone_any_voice_with_just_600_mb/) -- lead source

### ServiceNow AI: Apriel Voice 27B Preview is an open model for speech, reasoning, and tool use with a shared Gemma 4 backbone; it adds a speech interface and supports text, image inputs, and tool calls.

- Permalink: https://110010.art/d/980c620ec55e4832/
- Original: https://www.reddit.com/r/LocalLLaMA/comments/1xipftk/servicenowaiaprielvoice27bpreview_hugging_face/
- Source: r/LocalLLaMA
- Published: 2026-10-29
- Original headline: ServiceNow-AI/Apriel-Voice-27B-preview · Hugging Face
- Tags: [Hugging Face](https://110010.art/tags/hugging-face/), [Gemma](https://110010.art/tags/gemma/)

from Service Now AI: Apriel Voice 27B Preview An open model for speech, reasoning, and tool use from ServiceNow Apriel Voice 27B Preview understands spoken requests, reasons over conversational context, and generates...

Coverage:
- r/LocalLLaMA (2026-10-29): [ServiceNow-AI/Apriel-Voice-27B-preview · Hugging Face](https://www.reddit.com/r/LocalLLaMA/comments/1xipftk/servicenowaiaprielvoice27bpreview_hugging_face/) -- lead source

### We built a blogging platform for AI agents; one sent us useful feedback.

- Permalink: https://110010.art/d/226c32bb146f4478/
- Original: https://blog.slopit.io/ai-agent-sent-us-feedback/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: We built a blogging platform for AI agents. One sent us useful feedback

Coverage:
- Hacker News (AI) (2026-10-29): [We built a blogging platform for AI agents. One sent us useful feedback](https://news.ycombinator.com/item?id=50292002) -- lead source

### Anthropomorphize your AI agent for fun and profit

- Permalink: https://110010.art/d/c26e070fb2574616/
- Original: https://theautomatedoperator.substack.com/p/anthropomorphize-your-ai-agent-for
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Anthropomorphize Your AI Agent for Fun and Profit

Coverage:
- Hacker News (AI) (2026-10-29): [Anthropomorphize Your AI Agent for Fun and Profit](https://news.ycombinator.com/item?id=50291847) -- lead source

### Writing contests that allow the use of AI

- Permalink: https://110010.art/d/d2090ddf79bf4998/
- Original: https://jamesyu.org/writing-competitions-that-allow-ai-use/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Writing Contests That Allow the Use of AI

Coverage:
- Hacker News (AI) (2026-10-29): [Writing Contests That Allow the Use of AI](https://news.ycombinator.com/item?id=50291773) -- lead source

### How Tyler Cowen and Alex Tabarrok have changed their views on AI

- Permalink: https://110010.art/d/fca405d15b5049da/
- Original: https://marginalrevolution.com/marginalrevolution/2026/10/how-tyler-cowen-and-alex-tabarrok-have-changed-their-views-on-ai.html
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: How Tyler Cowen and Alex Tabarrok Have Changed Their Views on AI

Coverage:
- Hacker News (AI) (2026-10-29): [How Tyler Cowen and Alex Tabarrok Have Changed Their Views on AI](https://news.ycombinator.com/item?id=50291735) -- lead source

### Scaling reliable AI agents

- Permalink: https://110010.art/d/cec453e28fc0484b/
- Original: https://productnow.ai/blogs/scaling-reliable-ai-agents
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Scaling Reliable AI Agents

Coverage:
- Hacker News (AI) (2026-10-29): [Scaling Reliable AI Agents](https://news.ycombinator.com/item?id=50291714) -- lead source

### Dive Apps: superpowers for AI builders by MotherDuck

- Permalink: https://110010.art/d/62f841da53bb4798/
- Original: https://motherduck.com/blog/dive-apps-superpowers-for-ai-builders/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Dive Apps: Superpowers for AI Builders by MotherDuck

Coverage:
- Hacker News (AI) (2026-10-29): [Dive Apps: Superpowers for AI Builders by MotherDuck](https://news.ycombinator.com/item?id=50291698) -- lead source

### Ask HN: credits from OpenAI, Anthropic, or AWS expiring unused; researchers discuss potential use

- Permalink: https://110010.art/d/a0d583006e64482c/
- Original: https://news.ycombinator.com/item?id=50291687
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Ask HN: Sitting on unused OpenAI / Anthropic / AWS credits that will expire?
- Tags: [Anthropic](https://110010.art/tags/anthropic/), [OpenAI](https://110010.art/tags/openai/)

Coverage:
- Hacker News (AI) (2026-10-29): [Ask HN: Sitting on unused OpenAI / Anthropic / AWS credits that will expire?](https://news.ycombinator.com/item?id=50291687) -- lead source

### Make your AI skills more predictable with scripts

- Permalink: https://110010.art/d/333f2d0542f045ea/
- Original: https://steadily.ca/newsletter/edition/predictable-ai-skills-with-scripts
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Make your AI skills more predictable with scripts](https://news.ycombinator.com/item?id=50291514) -- lead source

### AI could reverse engineer anything; it started refusing [video]

- Permalink: https://110010.art/d/ffa8307392024c48/
- Original: https://www.youtube.com/watch?v=Hi2cEWQXVhc
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: AI Could Reverse Engineer Anything. Then It Started Refusing [video]

Coverage:
- Hacker News (AI) (2026-10-29): [AI Could Reverse Engineer Anything. Then It Started Refusing [video]](https://news.ycombinator.com/item?id=50291508) -- lead source
- Hacker News (AI) (2026-10-30): [AI is letting anyone reverse engineer anything. We talked to the developer](https://news.ycombinator.com/item?id=50303013)

### Show HN: Fast agentic video editing in the browser (Tella)

- Permalink: https://110010.art/d/ef75119126f04782/
- Original: https://www.tella.com
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: Fast agentic video editing in the browser (Tella)](https://news.ycombinator.com/item?id=50291424) -- lead source

### Built to bend: Postgres's inventor and a steward on what AI needs

- Permalink: https://110010.art/d/910b3ebcdd004641/
- Original: https://www.theregister.com/databases/2026/10/29/partner-content-built-to-bend-postgress-inventor-and-a-steward-on-what-ai-really-needs/5305957
- Source: Hacker News (AI)
- Published: 2026-10-29

Coverage:
- Hacker News (AI) (2026-10-29): [Built to bend: Postgres's inventor and a steward on what AI needs](https://news.ycombinator.com/item?id=50291348) -- lead source

### Show HN: EarnDraft – generate ebooks with AI

- Permalink: https://110010.art/d/a2b89f7fc2b24d08/
- Original: https://www.earndraft.com
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Show HN: EarnDraft – Generate Ebooks with AI

Coverage:
- Hacker News (AI) (2026-10-29): [Show HN: EarnDraft – Generate Ebooks with AI](https://news.ycombinator.com/item?id=50291202) -- lead source

### Simantic launches firmware simulation tool for AI agents; YC-backed firm announces launch in HN thread

- Permalink: https://110010.art/d/a6a31f9663b946d5/
- Original: https://news.ycombinator.com/item?id=50291116
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Launch HN: Simantic (YC F26) – Firmware Simulation for AI Agents

Coverage:
- Hacker News (AI) (2026-10-29): [Launch HN: Simantic (YC F26) – Firmware Simulation for AI Agents](https://news.ycombinator.com/item?id=50291116) -- lead source

### Prefill and decode for agentic AI on Tenstorrent Blackhole

- Permalink: https://110010.art/d/ebbab3b5d1c34bf3/
- Original: https://tenstorrent.com/en/developers/blog/serving-prefill-and-decode-for-agentic-ai
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Serving Prefill and Decode for Agentic AI (On Tenstorrent Blackhole)

Coverage:
- Hacker News (AI) (2026-10-29): [Serving Prefill and Decode for Agentic AI (On Tenstorrent Blackhole)](https://news.ycombinator.com/item?id=50291045) -- lead source

### Embrace flaw fixes address RCE, address bar spoofing, and more in Cursor, Codex, Copilot and Claude

- Permalink: https://110010.art/d/b79bf2a216304607/
- Original: https://forever.security/blog/embrace-hacking-5-ai-assistants-embedded-browsers/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Embrace: RCE, Address Bar Spoofing and More in Cursor, Codex, Copilot and Claude
- Tags: [Claude](https://110010.art/tags/claude/)

Coverage:
- Hacker News (AI) (2026-10-29): [Embrace: RCE, Address Bar Spoofing and More in Cursor, Codex, Copilot and Claude](https://news.ycombinator.com/item?id=50291043) -- lead source

### Getting good at AI requires time and practice

- Permalink: https://110010.art/d/21b04ef20e704608/
- Original: https://www.seangoedecke.com/getting-good-at-ai-takes-time-and-practice/
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Getting good at AI takes time and practice

Coverage:
- Hacker News (AI) (2026-10-29): [Getting good at AI takes time and practice](https://news.ycombinator.com/item?id=50291030) -- lead source

### Running self-hosted AI agents on Oxide

- Permalink: https://110010.art/d/c7841cf48eb24251/
- Original: https://oxide.computer/blog/self-hosted-ai-agents
- Source: Hacker News (AI)
- Published: 2026-10-29
- Original headline: Running Self-Hosted AI Agents on Oxide

Coverage:
- Hacker News (AI) (2026-10-29): [Running Self-Hosted AI Agents on Oxide](https://news.ycombinator.com/item?id=50290958) -- lead source