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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 27
18d ago $M^3$: a multi-LLM system for multi-turn jailbreaking as a Markov decision process arXiv cs.AI → story
18d ago A benchmark for controllable speaking-style captioning in audio-language models arXiv cs.CL → story
18d ago AdaPRA: process reward agents with adaptive rubrics for data science arXiv cs.AI → story
18d ago AdaptTok-Indic: script-aware adaptive tokenization for Indic languages arXiv cs.CL → story
18d ago AgentOrch: how close can global orchestration come to step-by-step interaction? arXiv cs.AI → story
18d ago AI in mechanical engineering: foundations, opportunities, challenges, and responsibilities arXiv cs.AI → story
18d ago AI teaches humans to handle complexity in the game of Go arXiv cs.AI → story
18d ago Aligning large language models with human feedback: mathematical foundations and algorithm design arXiv cs.LG → story
18d ago All-in-One: A composable attack on LLM transformations arXiv cs.LG → story
18d ago AOS-Bench evaluates LLM agents' ability to manage dynamic workloads with persistent task streams and concurrent execution. arXiv cs.AI → story
18d ago Augmentation-guided adversarial training uses local stability-based sample selection to reduce computation in selective adversarial training. arXiv cs.LG → story
18d ago Autoregressive multimodal anomaly detection with large language models for microservice systems arXiv cs.LG → story
18d ago BARC-Bench measures how benign user requests can lead to unsafe actions across nine simulated workspaces arXiv cs.AI → story
18d ago Behaviour analysis for large language model-driven agents arXiv cs.AI → story
18d ago BenchBench-Cloning evaluates molecular cloning design and protocol development with 65 tasks for large language models arXiv cs.AI → story
18d ago Benchmarking System One models for time-series decision making using Jev as a case study arXiv cs.AI → story
18d ago Benchmarks are surprisingly compaction-friendly arXiv cs.LG → story
18d ago Beyond on-policy vs. off-policy: hierarchical distillation levels for LLM agents across teacher demonstrations and student experience arXiv cs.AI → story
18d ago BoardSafety: LLMs evaluate safety of operations against manufacturer development-board documentation; safety limits vary across products arXiv cs.AI → story
18d ago Can language models learn while they think? Testing gradient adaptation across architectures arXiv cs.LG → story
18d ago Cautious conflict-free inverse gradient methods improve physics-informed neural network training via reduced gradient conflicts arXiv cs.LG → story
18d ago CEMIR vs. FISER: a comparative study of reasoning-based and enrichment-based approaches to pragmatic intent recognition arXiv cs.AI → story
18d ago CLOCK method for clustering time series from dynamical systems uses a time-averaged occupation kernel in an RKHS to compare trajectories. arXiv cs.LG → story
18d ago Cognitively constrained partners for zero-shot coordination in real-time partitioned control arXiv cs.LG → story
18d ago Conceptizer introduces a fixed concept vocabulary to reward meaning alongside next-token prediction arXiv cs.CL → story
18d ago Conformance as a distribution: delegation contracts, error budgets, and allocation of evaluation authority in use-based AI regulation arXiv cs.AI → story
18d ago ConMem: Counterfactual Multi-Scenario Probing for Resolving LLM Memory Misalignment arXiv cs.AI → story
18d ago ConsMSA: semantic distribution consistency learning for multimodal sentiment analysis arXiv cs.LG → story
18d ago CTR recalibration uses rolling temporal origins; a temporal evaluation on Avazu with Platt scaling and isotonic regression for preceding hours arXiv cs.LG → story
18d ago CUES lead to inferences about typicality arXiv cs.CL → story
18d ago CuraLoc: repository-level fault localization via planned code inspection arXiv cs.LG → story
18d ago Data optimization for LLMs: a survey arXiv cs.AI → story
18d ago DELA: Learning controllable edits for diffusion language models arXiv cs.AI → story
18d ago Distilling expert judgment at scale arXiv cs.AI → story
18d ago Do AI-for-Science agents preserve model safety? arXiv cs.AI → story
Oct 26
18d ago MIT connects with global network at New York Climate Week 2026, led by Aaron Krol of MIT Climate Change Engagement Program during the “Climate Communication for Impact” session. MIT News (AI) → story
19d ago Validating the comparison, not just the scorer: overall accuracy can mislead in interactive LLM evaluation arXiv cs.CL → story
19d ago What the query remembers: query abstraction governs lexical and dense retrieval of Classical Arabic poetry arXiv cs.CL → story
19d ago Which answer did the seventeen-year-old write? A behavioral case study of author-age misattribution, miscalibrated confidence, and non-corrective self-explanation in six frontier language models arXiv cs.CL → story
19d ago X-Dubbing: speech-to-speech translation under temporal and visual constraints arXiv cs.CL → story

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