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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 17
Jul 17, 2026 arXiv:2607.14112v1 paper shows language models have reliability ceilings from resolvable output uncertainty limits arXiv cs.CL → story
Jul 16
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
Jul 16, 2026 Safety Sentry: Context-aware human intervention via execute-ask-refuse routing arXiv cs.AI → story
Jul 16, 2026 Set-shifting benchmark tests how LLM agents adapt to hidden reliability shifts in tool availability arXiv cs.AI → story
Jul 16, 2026 ShortOPD: recovering pruned LLMs with short-to-long on-policy distillation arXiv cs.LG → story
Jul 16, 2026 Small language models for biomedical data-to-text generation: a case study on medication leaflets and post-training alignment methods arXiv cs.CL → story
Jul 16, 2026 SPINE: bridging the cyber-physical gap with agentic AI arXiv cs.AI → story
Jul 16, 2026 SteinGate: tail-sensitive safe reinforcement learning via Stein discrepancy arXiv cs.LG → story
Jul 16, 2026 STKAN: Kolmogorov-Arnold networks for spatio-temporal forecasting arXiv cs.LG → story
Jul 16, 2026 Stocktake: Measuring the gap between perception and action in LLM agents with a fair oracle arXiv cs.AI → story
Jul 16, 2026 Study compares KANs and MLPs on structured data classification using twelve datasets. arXiv cs.LG → story
Jul 16, 2026 Study introduces BioASQ Task 14B 2026 system using hybrid retrieval and multi-model answer combination. arXiv cs.CL → story
Jul 16, 2026 Survey Examines Self-Improving Agentic Systems' Shift to Deployment arXiv cs.AI → story
Jul 16, 2026 Tabular foundation models for discrete choice estimation show limited performance due to row-independence assumptions arXiv cs.LG → story
Jul 16, 2026 Targeted PD identifies only the components that process specific inputs to scale parameter decomposition in neural networks. arXiv cs.LG → story
Jul 16, 2026 Text2Sign, a text-to-sign language video diffusion model, runs on a single NVIDIA L4 GPU as a baseline. arXiv cs.CL → story
Jul 16, 2026 Theory-Level Autoformalization: from isolated statements to unified formal knowledge bases arXiv cs.AI → story
Jul 16, 2026 TSSM model enhances global station weather forecasting by addressing accuracy limitations through temporal-variable-historical modeling. arXiv cs.LG → story
Jul 16, 2026 UESF-Bench benchmarks unified embodied seeking and following, addressing existing benchmarks' assumption of initial target visibility. arXiv cs.AI → story
Jul 16, 2026 Uncertainty-aware sequential decision rules for event-triggered LLM invocation in streaming systems arXiv cs.LG → story
Jul 16, 2026 Weight feedback computes the Jacobian transpose locally in modern deep networks arXiv cs.LG → story
Jul 16, 2026 Where should RL post-training compute go? Model size, search, learning, and feedback arXiv cs.LG → story