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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 8
10d ago A vehicle-integrated approach to digital twin deployment for bridges through drive-by sensing. arXiv cs.LG → story
10d ago Accelerating floating-point satisfiability solving via gradient normalization arXiv cs.AI → story
10d ago AdaGuard: adaptive LLM-as-a-Judge framework for dynamic policy enforcement and reasoning-enabled safety arXiv cs.AI → story
10d ago Adaptive workflow intelligence: a cognitive architecture for context-driven enterprise automation arXiv cs.AI → story
10d ago Agent plasticity: measuring self-improvement through experience arXiv cs.AI → story
10d ago Algorithmic scratchpads and curriculum staging for arithmetic reasoning in tiny transformers arXiv cs.LG → story
10d ago ARCS: Towards precise Text-to-SQL via structured disambiguation arXiv cs.CL → story
10d ago ArcticQA: a dataset of 194 Arctic science questions with automated checks of answer support; ArcticAbstain benchmark compares answer presence versus abstention by LLMs arXiv cs.CL → story
10d ago Bayesian Mirror Architecture binds self and world models through circular recursion to approach emergent consciousness arXiv cs.LG → story
10d ago BEACON-SP: ontology-grounded GraphRAG framework for clinical suicide risk assessment arXiv cs.AI → story
10d ago Beyond the sycophancy score: task, model, and user pressure shape LLM yielding arXiv cs.CL → story
10d ago CARE: Certifying Acceleration for Vision-Language-Action Inference evaluates risks of accelerating VLA inference, highlighting information loss and task failure beyond average metrics. arXiv cs.CL → story
10d ago Child ASR adaptation with adult retention across Arabic and English; study compares fine-tuning, LoRA, and weight-space merging for encoder–decoder, encoder–CTC, and AudioLLM-based ASR systems arXiv cs.CL → story
10d ago CoDR: Training-free confidence-drift remasking for diffusion language models arXiv cs.CL → story
10d ago Control-generated disturbance and cost-aware backoff in governed tool-using agents: governors interfere with tool use, affecting task completion; regulation intensity triggers failures and a backoff rule mitigates intervention. arXiv cs.AI → story
10d ago Dataset-adaptive post-processing of LLM-generated customer intents reduces duplication and improves utility for customer intent extraction arXiv cs.AI → story
10d ago DenoFlow: flow matching for SSVEP denoising under real physiological artifacts arXiv cs.LG → story
10d ago Directed Temporal Representations for Control learns a directed temporal quasimetric from offline visual trajectories on top of LeWorldModel features arXiv cs.LG → story
10d ago Dynamic computation in Looped LMs requires per-iteration KV-cache; Ouro models’ early-exit policy yields static depth, limiting practical dynamic computation arXiv cs.AI → story
10d ago Emo-Jev: probabilistic reasoning for emotion classification with Jev arXiv cs.CL → story
10d ago Empirical study of agent skills’ downstream utility across 87 SkillsBench tasks arXiv cs.AI → story
10d ago Failure-mode analysis outlines how advanced AI could contribute to human extinction, civilizational collapse, or permanent disempowerment through autonomous misalignment; arXiv paper 2610.08878v1 arXiv cs.AI → story
10d ago FinVector-Market-4B adapts Qwen with rank-16 LoRA for structured financial tasks; JSON-schema contracts boost base-model validity to 91.3% and improve FinQA exact-match from 14.7% to 40.0% under explicit prompting arXiv cs.LG → story
10d ago Forgetting as improvement: metric masking in streaming diarizer adaptation and the price of rehearsal arXiv cs.CL → story
10d ago HCPN-GCN: Scaling Hierarchical Prototype Networks with Cone Geometry for continual graph learning arXiv cs.LG → story
10d ago How fragile is on-device language model safety? Localizing safety-critical parameters for sparse fault analysis arXiv cs.AI → story
10d ago Humanity's sixth sense: benchmarking intuitive visual reasoning in multimodal models arXiv cs.AI → story
Oct 7
10d ago Students discuss Ovid’s Metamorphoses in CC.102, led by Linda Rabieh with Anne McCants and Sasha Rickard. MIT News (AI) → story
10d ago Agent Lightning v1.0: a 3,500-line lightweight agentic RL framework for training agents with real harnesses Microsoft Research → story
11d ago Traffic forecasts still fail to improve signal control, per a layered diagnostic study of forecast-to-decision value arXiv cs.AI → story
11d ago Training numerical intelligence via auto-diagnosis and skill discovery arXiv cs.AI → story
11d ago Tree navigation without LLM summaries: a matched-cost study of hierarchical retrieval for long-document QA arXiv cs.CL → story
11d ago Turnslide: Scalable multi-turn data synthesis by walking a finite-state machine arXiv cs.CL → story
11d ago Two vectors replace in-context demos for structured task adaptation via embeddings arXiv cs.CL → story
11d ago Uncertainty in representation learning on knowledge graphs arXiv cs.LG → story
11d ago Verified, not generated: expert-verified AI study materials and the distribution of learning gains in a university course arXiv cs.AI → story
11d ago WavePrune: a single period is often enough for RoPE arXiv cs.CL → story
11d ago When to remember, when to abstain: category-conditioned retention for reliable agent memory arXiv cs.AI → story
11d ago When to rethink: learning multi-perspective self-verification for vision-language models arXiv cs.AI → story
11d ago Zero-shot visualization enables mapping documents onto user-defined concept axes for text corpora exploration arXiv cs.CL → story

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