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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

Aug 4
19d ago A Constitution-Grid instrument for data-efficient RL alignment (C-Guard) arXiv cs.CL → story
19d ago A Few Neurons Reveal When LLMs Misuse Tools: Sparse Detection and Selective Steering for Reliable Tool Use arXiv cs.CL → story
19d ago Abstention as an action can kill both the reward gradient and the KL anchor: collapse law and repair for error-penalized reinforcement learning arXiv cs.LG → story
19d ago Agentic Bayesian Optimization through surrogate-augmented autoresearch arXiv cs.LG → story
19d ago Agentic Graph Token Reasoning arXiv cs.LG → story
19d ago AutoCause is an open-source Python workflow that automates expert decisions in environmental time-series causal discovery. arXiv cs.LG → story
19d ago Averaging bias: human faithfulness annotations are not locally faithful arXiv cs.CL → story
19d ago Boosting diversity in text diffusion models via entropy-based guidance arXiv cs.CL → story
19d ago Comparing and modeling argumentation in German political communication across arenas arXiv cs.CL → story
19d ago Cost-effective automated judging of natural-language mathematical proofs using open-weight models aligns with human grading decisions on IMO-GradingBench instances arXiv cs.CL → story
19d ago CoSynFlow: conformal symplectic neural flows for cross-system prediction of dissipative Hamiltonian dynamics arXiv cs.LG → story
19d ago Cross-task dissociation in frontier vision-language model theory of mind arXiv cs.CL → story
19d ago CurveShift: Is Agent Progress Scalar? Separating Level from Shape arXiv cs.CL → story
Aug 3
19d ago Alexander Rakhlin named director of the MIT Statistics and Data Science Center. MIT News (AI) → story
19d ago Orchard: an open framework for scalable agentic AI Microsoft Research → story
20d ago Preference-Optimized LLM counselors trade goal persistence for relational attunement in motivational interviewing arXiv cs.CL → story
20d ago Reasoning in real world clinical care: why large language models are not yet safe for autonomous clinical decision support; corroborating coverage notes real-world credibility tests of LLM reasoning arXiv cs.AI → story
20d ago Reflection or re-generation? Why LLM revision fails where human revision succeeds arXiv cs.LG → story
20d ago Representations from pretrained machine-learning interatomic potentials as coarse coordinates for material generation and evaluation arXiv cs.LG → story
20d ago Safety, or just capability? A validity audit of agent-safety benchmarks arXiv cs.AI → story
20d ago Scaling scientific discovery environments for turn-level agentic RL arXiv cs.AI → story
20d ago SciToolAgent-Evo: an ontology-aware self-evolving agent for open-world scientific tool acquisition arXiv cs.AI → story
20d ago SEDR-Seq2P: a lightweight dilated residual sequence-to-point network for multi-task industrial NILM arXiv cs.LG → story
20d ago Self-Supervised Skill Optimization learns reusable agent skills from unlabeled task instances alone arXiv cs.CL → story
20d ago Sensitivity analysis of GRU, LSTM and Transformer encoder in classification of automated driving systems arXiv cs.LG → story
20d ago Stateful knowledge learning enables LLM agents to move from trajectory-level reflection to predictive foresight arXiv cs.CL → story
20d ago TAGTorch: a PyTorch library for geometry, topology, and symmetry-aware machine learning arXiv cs.LG → story
20d ago TAPR: a task-aware prompt rewriter improves downstream LLM performance by reformulating user prompts into task-optimized prompts using reinforcement learning with GRPO arXiv cs.AI → story
20d ago Technological advances in detecting and managing cognitive impairment in older adults: trends, challenges, and future directions arXiv cs.LG → story
20d ago TELLER: Dual-Path Iterative Preference Optimization for Table Entity Linking arXiv cs.CL → story
20d ago TextCloak defends against unauthorized LLM exploitation by RL-driven unlearnable text arXiv cs.CL → story
20d ago The Formalism Trap: LLM-as-a-Judge evaluators conflating proceduralism with semantic truth under social load arXiv cs.CL → story
20d ago The Morphological core of Dungan: a two-dialect finite-state model and a multi-genre evaluation arXiv cs.CL → story
20d ago ThinkReset: Learnable intermediate interface construction for bounded-context long-horizon reasoning arXiv cs.AI → story
20d ago Token-Level diagnosis of sycophancy in LLMs with attribution-guided steering arXiv cs.CL → story
20d ago TokenSwap benchmarks and reduces the modality gap in multimodal LLMs arXiv cs.CL → story
20d ago Topology-aware data movement for disaggregated GPU inference arXiv cs.LG → story
20d ago ViSAGE: constructing self-correcting memories for long-form video understanding arXiv cs.AI → story
20d ago What must be true before AI ships in a regulated firm arXiv cs.CL → story
20d ago ZeroR@CHiPSAL 2026: two-stage vision-language adaptation with contrastive learning for Nepali meme classification arXiv cs.CL → story