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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 16
Jul 16, 2026 Demystifying On-Policy Distillation: Roles, Pathologies, and Regulations arXiv cs.CL → story
Jul 16, 2026 Discourse-aware policy analysis with argumentation: a hybrid LLM-symbolic framework for disaster governance arXiv cs.CL → story
Jul 16, 2026 Disentangling knowledge states with ability and proficiency modeling for knowledge tracing arXiv cs.LG → story
Jul 16, 2026 Do LLMs need architectural changes for simultaneous speech translation? A prefix-to-prefix data driven approach arXiv cs.CL → story
Jul 16, 2026 EMAGN uses learned clustering for scalable traffic forecasting. arXiv cs.LG → story
Jul 16, 2026 Evaluation ability does not imply optimization utility; LLM-as-a-judge signals in closed-loop table recognition show weak judge signals on FinTabNet and OmniDocBench arXiv cs.CL → story
Jul 16, 2026 Explaining reinforcement learning agents via inductive logic programming arXiv cs.AI → story
Jul 16, 2026 Finding the right tables and columns: a benchmark and corpus-adaptive embeddings for SQL schema retrieval arXiv cs.CL → story
Jul 16, 2026 FixItFlow automates troubleshooting guide generation from historical cloud incidents using large language models arXiv cs.CL → story
Jul 16, 2026 GFlowRL: scaling distribution-matching RL to large language models arXiv cs.CL → story
Jul 16, 2026 GIFT teaches vision-language generative AI models to produce CAD programs for simulating and testing 3D objects. MIT News (AI) → story
Jul 16, 2026 Graded entity-familiarity readouts in language models: Polish adaptation, cross-language robustness, and refusal steering arXiv cs.CL → story
Jul 16, 2026 Gsm-Plus-Bn Introduces Perturbation-Based Benchmark for Bangla Mathematical Reasoning in LLMs; Addresses Lack of Evaluation in Bengali arXiv cs.CL → story
Jul 16, 2026 Harness Handbook: making evolving agent harnesses readable, navigable, and editable arXiv cs.AI → story
Jul 16, 2026 Hedgehog: hierarchical evaluation of drug generators through rigorous filtration arXiv cs.LG → story
Jul 16, 2026 Improving molecular property prediction in small language models using graph-based tools. arXiv cs.AI → story
Jul 16, 2026 LAPO uses leave-one-turn attribution for multi-turn search reasoning as self-generated process supervision. arXiv cs.AI → story
Jul 16, 2026 LLM-powered agentic system enables automatic discovery of ordinary differential equations in biological systems arXiv cs.AI → story
Jul 16, 2026 Masking, fingerprinting, and privacy from discarded geometry: what your model threw away and why you'll want it back arXiv cs.LG → story
Jul 16, 2026 Memory as a controlled process: learned adaptive memory management for LLM agents arXiv cs.CL → story
Jul 16, 2026 Multi-Agent Collaborative Reasoning with Tool-Augmented Evidence for Urban Region Profiling arXiv cs.AI → story
Jul 16, 2026 Muon emerges as strong optimizer for deep learning, outperforming Adam and AdamW; theoretical work interprets it as steepest descent under spectral norm. arXiv cs.LG → story
Jul 16, 2026 MyAG is a graph-based framework for designing and analyzing composable LLM agent systems with three graph abstractions. arXiv cs.CL → story
Jul 16, 2026 Networked intelligence: active shared context graphs for human-AI team science arXiv cs.AI → story
Jul 16, 2026 New paper explores federated learning and explainable AI integration for privacy-preserving transparent machine learning arXiv cs.LG → story
Jul 16, 2026 OpenRCA dataset highlights challenges in achieving high accuracy for root cause analysis on real-world telemetry data. arXiv cs.AI → story
Jul 16, 2026 Oracle Agent Memory as an enterprise memory substrate for long-horizon AI agents arXiv cs.AI → story
Jul 16, 2026 OriginBlame introduces record- and token-level data provenance for AI training datasets arXiv cs.AI → story
Jul 16, 2026 Probabilistic extension of neuro-symbolic AGI robots based on Belnap's typed intensional FOL arXiv cs.AI → story
Jul 16, 2026 RAGthoven presents multi-stage LLM pipeline for SemEval-2026 Task 1's multilingual humor generation in English, Spanish, and Chinese. arXiv cs.CL → story
Jul 16, 2026 Researchers introduce a benchmark and reference system for live captioning Sikh Kirtan; arXiv:2607.13457v1 presents a closed-vocabulary task requiring exact SGGS line transcription. arXiv cs.CL → story
Jul 16, 2026 Researchers introduce black-box interventional grounding audits to test LLM premise dependency via predicate substitution; method replaces target predicates with fresh symbols and re-runs models to assess reasoning changes. arXiv cs.AI → story
Jul 16, 2026 Researchers introduce CoDiffGRN, a method for gene regulatory network inference using BEELINE-KGC benchmark and co-evolutionary discrete diffusion. arXiv cs.LG → story
Jul 16, 2026 Researchers introduce DROPJ, a human-centered method for safe agent training and deployment in safety-critical environments with unknown dynamics and no reward function. arXiv cs.AI → story
Jul 16, 2026 Researchers present EZSMT Version 3, an extensible SMT-based CASP framework. arXiv cs.AI → story
Jul 16, 2026 Researchers propose a meta-learning framework to address data scarcity in low-resource language alignment for multilingual LLMs; arXiv:2607.13315v1 arXiv cs.CL → story
Jul 16, 2026 Researchers propose lightweight training strategy for efficient transfer learning by decoupling feature extraction and classifier optimization with margin-based weighted loss. arXiv cs.LG → story
Jul 16, 2026 Researchers propose Samba, a hybrid Mamba model for audio-visual navigation, addressing inadequacies of existing frameworks since 2020. arXiv cs.LG → story
Jul 16, 2026 Researchers use persona vectors to audit open-weight LLMs, revealing 53 traits across four models in arXiv:2607.13162v1. arXiv cs.CL → story
Jul 16, 2026 Safe-Psych, a sequential evaluation benchmark for LLMs in psychiatry, addresses incomplete information by requiring clarification. arXiv cs.CL → story