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Jev

Nov 6
1d ago 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 r/LocalLLaMA → story
Nov 4
3d ago Thinking Fast, trading late: System One decision models vs the market arXiv cs.AI → story
Nov 3
3d ago Show HN: Replacing turn-based LLM agents with SQLite and system one models Hacker News (AI) → story
Nov 2
4d ago Hume launches the first decision model for voice AI Hacker News (AI) → story
5d ago EDU-Jev Training System-One decision models for education arXiv cs.CL → story
Nov 1
6d ago Drex-Max v1: Open-weight 27B multimodal decision model with 262K context and local inference on Apple Silicon r/LocalLLaMA → story
Oct 28
10d ago MedJev: evaluating zero-shot System One decision making in medicine across ten medical benchmarks using MIMIC data arXiv cs.CL → story
Oct 27
11d ago OpenBMB releases MiniCPM-OCR with 1.3B model scoring 93.68 on Real5-OmniDocBench and introduces an OCR-quality judge; DSpark accelerates decoding by 55% r/LocalLLaMA → story
11d ago Benchmarking System One models for time-series decision making using Jev as a case study arXiv cs.AI → story
11d ago Two uncertainties are not one: disagreement versus decision-risk in cheap structured content moderation arXiv cs.CL → story
Oct 24
14d ago Protegrity-PII introduces a PII decision model with typed recall 0.915 and precision 0.907 on the PII-SCOPE benchmark, processing text at 0.49 seconds per million characters on a single RTX 6000. arXiv cs.CL → story
Oct 23
15d ago Baseten releases elephant-1, a 9B decision model post-trained from Qwen3.5-9B, with open weights and lower cost on the AA Decision Index. r/LocalLLaMA → story
Oct 22
15d ago OpenAI makes its Jev competitor widely available as decision model competition heats up TechCrunch AI → story
16d ago Groot 1 — an open typed-decision model with calibrated yes-no answers over 64k-token states; System One API compatible and a pure Bend engine; beats Jev on zero-shot Folha news and typed decisions GitHub Trending (AI) → story
16d ago FrontiersMindAI/decisionformer: fine-tune any Hugging Face encoder or decoder into a calibrated one-pass decision model GitHub Trending (AI) → story
16d ago Our Own Jev: Typed decisions in one forward pass, from an in-house judge to Open LoRA models arXiv cs.CL → story
Oct 21
16d ago SelfJev: self-hosted decision model with a Jev-compatible API, Python SDK, server, fine-tuning and RLCD GitHub Trending (AI) → story
16d ago Mica v0.5, a 4B model on a single GPU, achieves 19.8 ms per decision and up to 25x faster than Jev across benchmarks. r/LocalLLaMA → story
17d ago Pplx-decider-v1.2 costs one-tenth of GPT 6 Luna for identical decisions; v1.2 is 2.5x cheaper than Jev, with open-source licenses and comparable quality r/LocalLLaMA → story
17d ago Clinical System One (CS1) is a 4‑billion-parameter decision model for fast, typed judgments from clinical records, with two agentic harnesses enabling collaboration with a generalist language model. arXiv cs.AI → story
17d ago Web Agent: Agentic reinforcement learning decision model under multi-cost and failure risk arXiv cs.LG → story
Oct 20
17d ago qev-0.8b achieves new SOTA tiny local decision model r/LocalLLaMA → story
17d ago Experimental decision models for medical Q&A shown at Lithuanian AI in Medicine conference; demonstrates medical abstracts, questions, and choices (AIML.lt lab) r/LocalLLaMA → story
18d ago Testing Jev on forensic accounting tasks Hacker News (AI) → story
18d ago Introducing Clairic, a new System One class of extraction models Lobsters (AI) → story
Oct 19
18d ago Jev helps multiplayer AI Hacker News (AI) → story
18d ago Jev Based Adaptive Thinking for LLMs r/LocalLLaMA → story
18d ago App runs decision models on Apple Neural Engine via Shortcuts; LiquidAI d1-3B reaches Pareto frontier with ~40 ms latency on warm short-context decisions, supports automation events without coding. r/LocalLLaMA → story
19d ago Qwen 3.8 27B LoRA used as decision model to create playable snake game; user merges gguf and tests with 600ms decisions r/LocalLLaMA → story
19d ago Show HN: AI decision model plays Mortal Kombat II Hacker News (AI) → story
19d ago 80s computing era meets small local decision models r/LocalLLaMA → story
19d ago Literal lock-in: how test language shifts literal attraction in typed decision models on Bengali idioms arXiv cs.CL → story
19d ago SAG2: embedding-free multi-hop retrieval with BM25 and JEV arXiv cs.CL → story
Oct 18
20d ago Chatllm.cpp adds support for Intern-Decision models; current implementation handles text output only. r/LocalLLaMA → story
20d ago Herbert model demo on Hugging Face Spaces seeks feedback on improvements and bugs r/LocalLLaMA → story
Oct 17
20d ago I made 17 AIs play 7,700 hands of poker (frontier vs cheap vs local vs jev) r/LocalLLaMA → story
21d ago Open source jevlikes benchmark requested to match jev’s official calibration benchmarks and rankings r/LocalLLaMA → story
21d ago LEV: Thinking fast and deep with Looped Decision Models arXiv cs.AI → story
21d ago RealtimeBench evaluates agents under a live clock; GPT-6.1-sol outperforms Jev when games are paused but underperforms when games run during inference arXiv cs.AI → story
Oct 16
22d ago Jev is Vercel’s fastest-adopted AI model ever. TechCrunch AI → story