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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

Sep 26
22d ago Auditability is not one property: rule overlap, behavioural agreement, and composition in reinforcement learning arXiv cs.LG → story
22d ago CARE: Condition-aware representation regularization for diffusion models arXiv cs.LG → story
Sep 25
22d ago MIT students gain a humanist lens on technical innovation in Tulsa, Oklahoma MIT News (AI) → story
23d ago COILD: an Indic-centric parallel corpus and benchmark for machine translation across Indian languages. arXiv cs.CL → story
23d ago Control the harness, control the cost; enterprises scale AI coding agents and rely on external harnesses like Claude Code and Codex, per arXiv:2609.28919v1 arXiv cs.AI → story
23d ago DEEPO: Dual-Entropy Enhanced Policy Optimization for Hallucination in MLLMs arXiv cs.AI → story
23d ago EAGER: enhancing generative event extraction via reinforcement learning with verifiable rewards arXiv cs.CL → story
23d ago ELF-REG: Scaling continuous diffusion language models to reasoning tasks arXiv cs.CL → story
23d ago Empath: tracing multi-level emotion dynamics in crisis counseling dialogues arXiv cs.CL → story
23d ago Epydemix Agent Framework adds AI agent capabilities to Epydemix for epidemic modeling arXiv cs.AI → story
23d ago Forecasting agents’ reliability depends on when to retrieve, reason, defer to a market prior, or use a historical analog, per ForecastBench-style tests. arXiv cs.AI → story
23d ago Framing by wording and selection in French news headlines, 2022–2025: a two-dimensional audit arXiv cs.CL → story
23d ago Grammatical "grandmother neurons" are rare in LLMs. arXiv cs.CL → story
23d ago Human-AI-powered hypothesis testing: cost-aware selective AI scoring and sequential human escalation arXiv cs.AI → story
23d ago Language models transfer capabilities through task-unrelated text via post-training; Active Taskless Distillation enables capability transfer without task-specific data arXiv cs.CL → story
23d ago Learning cross-task relationships in multi-task models via pairwise task-label relationships arXiv cs.AI → story
23d ago MeshHeal: two-timescale self-healing for gray failures in decentralized LLM agent networks arXiv cs.AI → story
23d ago No More free lunch: corpus task complexity matters as corpora grow arXiv cs.CL → story
23d ago Persuaded, not informed: incentive-misaligned witnesses defeat in-context grounding arXiv cs.CL → story
23d ago PFArena benchmarks language models for protein modification arXiv cs.AI → story
23d ago Pistis model family introduced with 27B- and 9B-parameter multimodal LLMs built on Qwen, featuring Interleaved Distillation and Reinforcement Learning post-training framework. arXiv cs.AI → story
23d ago Policy-driven Agentic World Simulation (PAWS) dataset covers 36 U.S. policy episodes, 12,727 policy-linked news records, and 65,291 source-grounded stakeholder actions arXiv cs.AI → story
23d ago Polite but misaligned: evaluating LLM politeness judgments against human pragmatic norms arXiv cs.CL → story
23d ago Predicting emerging topics from outliers: a prospective study of weak signals in embedding space arXiv cs.CL → story
23d ago PTC-Bias: phoneme-level temporal competition for bias retrieval and post-decoding correction in speech LLMs arXiv cs.CL → story
23d ago pylazaro: a Python package for anglicism extraction in Spanish arXiv cs.CL → story
23d ago Reasoning instructions can distort vision–language model evaluation by prompting CoT-prefix scoring, study finds arXiv cs.CL → story
23d ago RECLAIM: a benchmark of 100 NeurIPS 2025 papers that can be rebuilt yearly from new conferences to reproduce predefined results within a fixed GPU-hour budget arXiv cs.AI → story
23d ago Reinforcement Learning with Verifiable Rewards applied to open-domain question answering with retrieval-grounded rewards; demonstrated on models below one billion parameters arXiv cs.AI → story
23d ago Reward hacking challenges oversight of autonomous research agents arXiv cs.CL → story
23d ago Script choice in LLMs: evidence for late-layer commitment arXiv cs.CL → story
23d ago Tag-aware structured text translation: Towards a systematic understanding arXiv cs.CL → story
23d ago Temporal taxation compounds under post-training compression of Whisper models arXiv cs.CL → story
23d ago Toolkit for confidence-corpus consistency via fine-tuning on a fabricated corpus shows post-fine-tuning confidence aligns with fabricated answers for single-digit addition pairs arXiv cs.CL → story
23d ago TRACER: a multi-turn user simulator that models evolving intent and aligns simulated behavior with real interaction trajectories arXiv cs.AI → story
23d ago Training Object Permanence in World Models arXiv cs.AI → story
23d ago TW3Cast: a frozen router of lightly fine-tuned foundation models for time-series forecasting on GIFT-Eval, selected entirely on the training split arXiv cs.AI → story
23d ago TWIST: a proposed benchmark for intervention quality in conversational memory with a human-validated draft-alignment arXiv cs.AI → story
23d ago When does action credit need updating? arXiv cs.AI → story
23d ago Where LLM graders succeed and break: evidence from two computer-science exams arXiv cs.CL → story

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