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110010.art(ificial intelligence)
AI products, research, and launches — clustered and ranked, not just re-blogged.
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Research

Oct 2
16d ago Adam’s full update rule is analyzed as a diagonal empirical Fisher approximation to measure its geometric deviation from natural gradient descent across losses. arXiv cs.LG → story
16d ago Assessing how language disparity affects multilingual linguistic ability in large language models across 101 languages using the MultiBLiMP benchmark and four evaluation methods. arXiv cs.CL → story
16d ago Attention manifolds: steering or blocking language models by editing learned B-spline surfaces arXiv cs.LG → story
16d ago Audit finds pre-split SMOTE inflates churn-class F1 by 13.1 points in IBM Telco Benchmark; arXiv paper examines trustworthiness failures beyond accuracy and F1 arXiv cs.LG → story
16d ago Benchmarking prompt optimization of large language models with chess arXiv cs.AI → story
16d ago BudgetSchemaBench: a budget-swept diagnostic for schema context in text-to-SQL arXiv cs.CL → story
16d ago Build2SPARQL: a large-scale text-to-SPARQL benchmark dataset for building knowledge graph querying arXiv cs.AI → story
16d ago CAST: Cost-Aware Speculative Trees from One-Pass Block Drafters arXiv cs.CL → story
16d ago Causal evaluation of recovery in LLM agents using external harnesses arXiv cs.AI → story
16d ago CAVE-Mem: Boundary-aware experience validation for memory search arXiv cs.CL → story
Oct 1
16d ago InstructMesh AI lets users refine AI-generated 3D designs and fabricate them via 3D printing. MIT News (AI) → story
17d ago Moving-horizon approximate branch-and-reduce method to train near-optimal deep classification trees on large-scale data arXiv cs.LG → story
17d ago NAQD Env benchmarks selective withdrawal in language agents using a synthetic environment to evaluate decisions against a deterministic reference policy for evidence, authorization, and constraint dependencies arXiv cs.AI → story
17d ago NinaXander enables composing frozen language models from different architectures via a shared latent-space adapter arXiv cs.CL → story
17d ago OCR model for extracting information from invoices in Korean language arXiv cs.CL → story
17d ago Policy-conditioned AI-use detection: an evidentiary framework for academic publishing arXiv cs.CL → story
17d ago Pretraining and midtraining enable learning from rewards, by providing information and computation for reward adaptation; understanding through sequential state computation and contextual memory. arXiv cs.LG → story
17d ago PrimeSeeker: capability-oriented supervision for deep search agents arXiv cs.CL → story
17d ago PrivMeSA: privacy-aware self-evolving multi-agent system for medicine via local-remote LLM collaboration arXiv cs.AI → story
17d ago Prompt2Skill: Unsupervised Skill Optimization From Natural Language Instructions arXiv cs.CL → story
17d ago Reach Into The CHOIR: Free-list elicitation reveals distinct model voices in LLM ensembles arXiv cs.AI → story
17d ago Reliable but design-sensitive: instrument uncertainty in LLM annotation arXiv cs.CL → story
17d ago Self-evolving harness on multiple tasks with the agent as its own optimizer; MILO covers automated harness discovery via orchestrated multi-agent evolution arXiv cs.AI → story
17d ago Shifting mechanisms: how positional encoding choice shapes in-context retrieval arXiv cs.CL → story
17d ago Sieve and Sage: Efficient distraction filtering for reliable RALM abstention arXiv cs.CL → story
17d ago SimTrace: grounded multimodal user trajectories generation for online user modeling arXiv cs.AI → story
17d ago Simulator-refined diffusion for radio-frequency inverse design arXiv cs.LG → story
17d ago StreamDecisionBench dataset released for evaluating decisions in streaming language model outputs arXiv cs.CL → story
17d ago Synthesis Without Training: an inference-only pipeline for tabular, temporal, and relational synthetic data arXiv cs.LG → story
17d ago System prompts alter layer representations in language models, with effects varying by layer and prompt type. arXiv cs.CL → story
17d ago The detectability gap: hidden heterogeneity in hallucination detection across language models arXiv cs.CL → story
17d ago TomasuLLM enables out-of-order speculative execution for LLM agents arXiv cs.CL → story
17d ago Towards Model as a Library: offline, community-sourced AI for low-resource African languages arXiv cs.AI → story
17d ago TRACE: deployable tree-relational structure enhancement for oncology LLMs arXiv cs.CL → story
17d ago Tracing mechanisms of sycophantic agreement in language models arXiv cs.CL → story
17d ago Travel time prediction in supply chain management using machine learning arXiv cs.LG → story
17d ago TutlAit v1: a crowdsourced Moroccan Tamazight speech dataset with Arabic transcriptions and regional accent labels arXiv cs.CL → story
17d ago VAmoS Energy benchmark tests a voice agent against 100 calls with multiple requests and background speech using a stateful Stripe billing twin and Apache Fineract loan engine; 16 tools and caller verification are used arXiv cs.AI → story
17d ago When Should LLMs trust their own revisions? A risk-aware study of intrinsic self-correction arXiv cs.CL → story
17d ago Which tasks survive self-supervised learning? arXiv cs.LG → story

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