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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 3
20d ago EarlyDx: an admission-anchored benchmark for open-ended generation of evidence-supported ED-encounter diagnoses arXiv cs.AI → story
20d ago Empowering cross-domain sequential recommendation with hybrid tokenization and serial-parallel decoding arXiv cs.AI → story
20d ago Entropy-based CoT pruning offers no advantage over random pruning; low-entropy token retention is only briefly effective, per tests across models and tasks. arXiv cs.CL → story
20d ago Evaluating federated pre-training: reliability of downstream fine-tuning and intrinsic evaluation arXiv cs.CL → story
20d ago Evidence-grounded constraint checking in construction documents uses a pipeline that normalizes facts, applies four-state rules, and retains source spans; evaluated on 160 reference-based tasks from 29 projects. arXiv cs.AI → story
20d ago FairFund-Bench evaluates distributive bias in LLM resource allocation. arXiv cs.CL → story
20d ago Fast rates for swap-agnostic learning of proper losses arXiv cs.LG → story
20d ago Feature interaction modeling for physics-informed neural networks and neural operators arXiv cs.LG → story
20d ago Flow matching with missing data arXiv cs.LG → story
20d ago Fragility of value under imperfect alignment; model analyzes how optimizing for an imperfect proxy can yield catastrophic outcomes arXiv cs.AI → story
20d ago Gated Q-learning: add off-policy bias to taste arXiv cs.LG → story
20d ago Guarantees on dynamical system distinguishability for LLM token generation arXiv cs.LG → story
20d ago Hierarchical Copula-Gumbel-Top-K routing: two-sided dependence control for frozen mixture-of-experts at fixed per-token routing laws arXiv cs.LG → story
20d ago How hard does it think? Analyzing step-aware reasoning energy in LLM chain-of-thought trajectories arXiv cs.AI → story
20d ago Hypergradient-based bilevel reinforcement learning with improved sample complexity arXiv cs.LG → story
20d ago Identifying informative environments for cognition parameter inference via Bayesian experimental design. arXiv cs.AI → story
20d ago Imbalanced data clustering via targeted data augmentation using GMM and LLM arXiv cs.CL → story
20d ago Knowledge distillation in small instruction-tuned LMs has asymmetric effects on bias, improving context-following for unambiguous tasks but degrading calibration for ambiguous tasks. arXiv cs.CL → story
20d ago LARA: Lightweight Additive Residual Adaptation operates in the residual stream for model adaptation without updating base weights; evaluated on a code fine-tuning task and on preference optimization (DPO) arXiv cs.LG → story
20d ago Lawful: Law-aligned witness for faithful use of latents explores interpretability gaps in physics-law representations arXiv cs.LG → story
20d ago Learning optimal dynamic matching via graph neural networks arXiv cs.LG → story
20d ago Library reachability in LSR-Synth: anti-memorization design changes measurement of symbolic discovery arXiv cs.AI → story
20d ago LLM framework for discovering major mathematical conjectures: AI's quest for the next Riemann hypothesis arXiv cs.AI → story
20d ago LLMs tested for predicting item difficulty levels in large-scale tests; study compares prompting strategies and models across LLMs and encoder-only baselines. arXiv cs.CL → story
20d ago Machine learning approaches for enhancing decision-making in complex discrete choice tasks show potential for policy-based preference elicitation over traditional parametric models arXiv cs.LG → story
20d ago MerchantBench benchmarks LLM agents for long-term coherence in e-commerce operations arXiv cs.AI → story
20d ago Mirror learning: acquiring actionable policies from passive observation through third-person demonstrations arXiv cs.LG → story
20d ago Mitigating class-tail undercoverage in medical vision-language models under clinical shift arXiv cs.LG → story
20d ago Mixture-of-Translators: translating KV caches across heterogeneous large language models arXiv cs.CL → story
20d ago MMFGU: Multimodal Federated Graph Unlearning enables fine-grained deletion in multimodal federated learning; arXiv paper outlines approach arXiv cs.LG → story
20d ago MMShopBench: a real-log benchmark for multimodal, multi-turn shopping agents arXiv cs.AI → story
20d ago Model or harness? An interaction-centric taxonomy for localizing agent failures arXiv cs.AI → story
20d ago MPP-GNN: Subject-Adaptive Community Detection for fMRI-Based Alzheimer's Disease Classification arXiv cs.LG → story
20d ago Multi-agent planning with spatio-temporal and topological constraints using STL-GO arXiv cs.AI → story
20d ago NeSyFS: A Neuro-symbolic fast-slow thinking framework for LLM agent under partial observability arXiv cs.AI → story
20d ago On the generalization of steering vectors for chain-of-thought faithfulness arXiv cs.AI → story
20d ago Ontology-guided deduplication-aware extraction layer for knowledge graph construction from heterogeneous documents arXiv cs.AI → story
20d ago OpenClaw and Ollama in agentic AI: toward fully autonomous and scalable AI agent systems arXiv cs.AI → story
20d ago PARALLEL: a prefrontal-aligned reinforcement-inspired approach for language-model learning under explicit limits arXiv cs.CL → story
20d ago Predicting steel fatigue life from micrographs using physics-informed deep learning arXiv cs.LG → story