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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

Jul 21
Jul 21, 2026 Generative Ontology Induction: domain-agnostic schema discovery from document corpora using large language models arXiv cs.AI → story
Jul 21, 2026 Group entropy-controlled policy optimization arXiv cs.CL → story
Jul 21, 2026 HantaWatch: federated learning for hantavirus genomic surveillance arXiv cs.LG → story
Jul 21, 2026 High-accuracy low-bit KV-cache quantization via local distribution restoration arXiv cs.LG → story
Jul 21, 2026 Interactive task alignment framed as a POMDP to handle ambiguous user goals in task execution arXiv cs.AI → story
Jul 21, 2026 It Takes 8 tokens: weak-to-strong off-policy RL via auxiliary branches arXiv cs.AI → story
Jul 21, 2026 JOR-Bench: Japanese operations research benchmarks for large language models arXiv cs.CL → story
Jul 21, 2026 KernelBench-Verified: LLM-generated kernels often inflate performance; evaluation frameworks must evolve to measure true speedup, not reported gains. arXiv cs.LG → story
Jul 21, 2026 Learning from synthetic data without model collapse in iterative instruction tuning arXiv cs.CL → story
Jul 21, 2026 Learning structural manipulability in gate-level netlists with graph neural networks arXiv cs.LG → story
Jul 21, 2026 Let the data decide: off-policy distillation during continued pre-training analyzes objective-to-capability trade-offs and adaptive objective routing in supervision and performance arXiv cs.LG → story
Jul 21, 2026 Lightweight 1D CNN for affective touch classification in soft plush companions designed and validated; open-source MATLAB framework for compact deep learning models arXiv cs.AI → story
Jul 21, 2026 Literary non-style in LLM-generated text arXiv cs.CL → story
Jul 21, 2026 LLM unlearning for cyber defense: a survey on methods, challenges, and emerging threats arXiv cs.LG → story
Jul 21, 2026 Multi-level context modeling for consistent expert selection in Mixture-of-Experts arXiv cs.CL → story
Jul 21, 2026 Normalized Rewards for Preference Optimization arXiv cs.LG → story
Jul 21, 2026 NOWJ@COLIEE 2026: adaptive pipelines for legal retrieval and reasoning arXiv cs.CL → story
Jul 21, 2026 OpenLanguageModel: readable, composable small-language-model pretraining for education and research arXiv cs.CL → story
Jul 21, 2026 OpenMHC: accelerating the science of wearable foundation models arXiv cs.LG → story
Jul 21, 2026 Operator-aware mixed-precision tolerance calibration for tensor kernels arXiv cs.LG → story
Jul 21, 2026 Orthogonal gradient constraints shape noisy-label memorization dynamics arXiv cs.LG → story
Jul 21, 2026 PlanFlip: attackers inject prompts in the planning phase to corrupt multi-agent LLM sub-tasks via planning-phase prompt injection arXiv cs.AI → story
Jul 21, 2026 PPO-HSC: An exploratory reinforcement learning framework based on wide-area policy coverage optimization arXiv cs.AI → story
Jul 21, 2026 Quantizing recursive reasoning models introduces cumulative bias with per-tensor 4-bit quantization, per the arXiv paper on recursive reasoning blocks arXiv cs.LG → story
Jul 21, 2026 RAIL Guard closes the evaluation-to-remediation gap in responsible AI for LLM agents by using a closed-loop pipeline that evaluates outputs across eight dimensions and remediates failures through an evaluate-rewrite-reevaluate loop arXiv cs.AI → story
Jul 21, 2026 Rater state bias in RLHF preference data; an audit framework arXiv cs.AI → story
Jul 21, 2026 Real-world evaluation of an AI agent drafting translational impact summaries arXiv cs.CL → story
Jul 21, 2026 Reinforcement Learning-guided NSGA-II with gray relational coefficient for multi-objective optimization: application to NASDAQ portfolio optimization arXiv cs.LG → story
Jul 21, 2026 RIMS: preference optimization via smoothed multi-pair aggregation for small-scale LLM retrieval-augmented generation arXiv cs.CL → story
Jul 21, 2026 RouteCost: a production-inspired multi-stage framework for pre-order shipping cost estimation in e-commerce arXiv cs.LG → story
Jul 21, 2026 Schema-constrained document-level event argument extraction with lightweight LLM fine-tuning arXiv cs.CL → story
Jul 21, 2026 Scope3Trace: evidence-based identification and extraction of Scope 3 GHG emissions from sustainability reports arXiv cs.CL → story
Jul 21, 2026 SEER: supervised learning to control energetic reasoning. arXiv cs.AI → story
Jul 21, 2026 Self-Evolving Just-In-Time memory for proactive embodied safety arXiv cs.LG → story
Jul 21, 2026 SelKV: selective KV cache merging with per-token merge-or-drop and attention compensation arXiv cs.AI → story
Jul 21, 2026 Shapley Context Pruning: A cooperative game perspective for context reranking and pruning arXiv cs.AI → story
Jul 21, 2026 Some large language models exhibit consistent risk attitudes arXiv cs.AI → story
Jul 21, 2026 SpecLA: Efficient speculative decoding for linear-attention models arXiv cs.CL → story
Jul 21, 2026 Symbolic augmentation closes a canonical-equivalence blind spot in neural fact-checkers arXiv cs.AI → story
Jul 21, 2026 TalTech submits BeTraC entries: robust summarization of long doctor-patient conversations into SOAP notes using Voxtral models with LoRA fine-tuning and DAPO RL arXiv cs.CL → story