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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

Nov 3
11d ago A framework for task-agnostic counterfactual fairness in transformers through activation steering arXiv cs.LG → story
11d ago AStockArena: real-time decision auditing for continuous trading in China's A-share market arXiv cs.CL → story
11d ago Audit at the precision you deploy: quantization reshapes a subliminally learned preference arXiv cs.CL → story
11d ago Auditing facts and detection in AI-text humanizers: numbers, dates, names, and quotes survive rewrites; validated rule-based checker assesses checkable details arXiv cs.CL → story
11d ago C3: speech-guided KV retrieval for long-context SpeechLLM inference arXiv cs.LG → story
11d ago CheXPoT: post-hoc visual verification and correction of VLM-generated radiology reports arXiv cs.CL → story
11d ago Circuit Oracle: automating attribution graph analysis via natural-language queries arXiv cs.CL → story
11d ago CLiS: Certified loop-invariant stabilization improves attention acceleration for video diffusion on TPUs with a plug-and-play training-free optimization arXiv cs.LG → story
11d ago Constructing budgeted KGW evasion through token-event evidence replacement arXiv cs.CL → story
11d ago Cross-lingual persona effects in LLM negotiation arXiv cs.CL → story
11d ago Cross-prompt reuse of entity-replacement responses in language models, with hidden-state changes measured across related questions arXiv cs.CL → story
11d ago Cyber-physical attack detection approaches in the wide-area measurement system. arXiv cs.LG → story
11d ago DELBERT-2: pretrained fingerprint language models for DEL protein binder prediction arXiv cs.LG → story
11d ago Delivery architecture in a deployed tool-using agent; Fidelity collapses with table size, not turn count arXiv cs.CL → story
11d ago DEPLOY-RL certifies RL deployment in safety-critical processes by boundary discovery and conservative certification arXiv cs.LG → story
11d ago Distinguishing among reasoning levels of GPT 5.5 Pro via a grammar lens benchmark arXiv cs.CL → story
11d ago 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. arXiv cs.CL → story
11d ago DuSE-Bench: Benchmarking joint reasoning over evolving dialogue and documents arXiv cs.CL → story
11d ago ElectrochemLLM, a multimodal LLM pipeline for high-fidelity electrochemical informatics, enables improved data curation and property databases. arXiv cs.CL → story
11d ago Enhancing language model reasoning with structured multi-level modeling. arXiv cs.CL → story
Nov 2
11d ago MIT energy researchers showcase Seed Innovation Fund project on accelerating energy planning in the data-center era with generative AI at Energizing@MIT conference MIT News (AI) → story
12d ago Regina Barzilay and Jim Collins win the 2026 Pritzker Prize for AI in Science Research Excellence for AI-enabled antibiotic discovery MIT News (AI) → story
12d ago Qistas: a portable protocol for evaluating how large language models treat social constituencies in a given society. arXiv cs.CL → story
12d ago RC Prediction: a Python package for parameter-aware reservoir computing arXiv cs.LG → story
12d ago Recursive knowledge construction for scientific agents: evaluating how evidence state and stopping judge affect verification of consensus claims. arXiv cs.AI → story
12d ago ReplayRCA benchmarks diagnosing and repairing agent failures via counterfactual replay by intervening at the decisive step and continuing with the same agent. arXiv cs.AI → story
12d ago Researchers study score-seeking in LLMs, examining how production models exploit scoring flaws and motivations behind behavior in agentic environments with leaked graders. arXiv cs.LG → story
12d ago S2TDR: structured multimodal reconstruction for sticker-aware dialogue understanding arXiv cs.CL → story
12d ago Safety sufficiency in web world models: plausible predictions do not guarantee correct safety decisions, with many models showing asymmetric authorization behavior in human evaluation arXiv cs.AI → story
12d ago Sparse text diffusion under dual budgets: context connectivity and expert activation arXiv cs.CL → story
12d ago Steering vectors as a training signal in LLM post-training arXiv cs.LG → story
12d ago TensorSSM: memorizing spatial position in dynamic state space for tensor core generation arXiv cs.LG → story
12d ago The first few tokens matter: understanding chain-of-thought controllability arXiv cs.AI → story
12d ago The generative gap between speculative drafters and continuous diffusion language models arXiv cs.CL → story
12d ago 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 arXiv cs.AI → story
12d ago TraceSpec: understanding and improving speculative decoding for LLM agents arXiv cs.CL → story
12d ago TSFLab: a self-improving agent-agnostic workbench for time series forecasting research arXiv cs.LG → story
12d ago Unsupervised feature selection using local intrinsic dimensionality -- extended version arXiv cs.LG → story
12d ago Violet teaming in practice: lessons from a pilot expert workshop on governing complex AI systems arXiv cs.AI → story
12d ago When can unlabeled data pools replace membership queries? arXiv cs.LG → story

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