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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

Sep 28
20d ago A benchmark framework for screening automation in systematic reviews. arXiv cs.CL → story
20d ago A synthetic ground-truth framework for the evaluation of explainable AI methods arXiv cs.AI → story
20d ago A unified account of concepts and chunks arXiv cs.CL → story
20d ago Adaptive multi-value control in LLMs via causal activation steering arXiv cs.LG → story
20d ago Analyzing and mitigating cost-inefficient behaviors in coding agents arXiv cs.AI → story
20d ago ArXiv paper shows how unfaithful providers can manipulate self-consistency by inflating reasoning paths to charge more; strategic self-consistency arXiv cs.LG → story
20d ago Atelier: learning local self-supervised features for cryoEM volumes via hypernetworks arXiv cs.AI → story
20d ago Audio LLMs assess reliability of their own transcriptions; arXiv:2609.30625 shows models can recognize when transcription may be unreliable arXiv cs.AI → story
20d ago Auditing and repairing LLM-as-judge failures in a production text-to-SQL pipeline arXiv cs.CL → story
20d ago Benchy proposes a universal language and execution engine for task-oriented AI benchmarks, using YAML-encoded benchmarks defined by programs, scoring functions, and datasets. arXiv cs.AI → story
20d ago BioEVAL: a global, multi-institutional benchmark of large language and multimodal models for bioengineering arXiv cs.AI → story
20d ago Bridging LLM agents and data spaces via the Model Context Protocol for architectural mediation arXiv cs.AI → story
20d ago Bringing AI to autonomous systems — from cognition to collective intelligence arXiv cs.AI → story
20d ago CARGO: Context-Aware Retrieval-Gated Evaluation of Agentic AI in Production evaluates reference-based LLM judgments for dynamic entities; identifies reference-instance divergence as a failure mode arXiv cs.CL → story
20d ago Cartograph: federated tool discovery with operator-attested retrieval for AI agents arXiv cs.CL → story
20d ago Code-switching curricula induce cross-lingual convergence in babyLMs; arXiv study reports cross-lingual alignment from multilingual code-switched pretraining arXiv cs.CL → story
20d ago Cosine similarity is not evidence: measuring the noise floor of interpretability transfer under quantization arXiv cs.LG → story
Sep 26
22d ago CFD correction of open tip clearance flow in a compressor cascade using VAE latent space adaptation arXiv cs.LG → story
22d ago Evaluating cross-region generalization for wavelet-diffusion precipitation downscaling. arXiv cs.LG → story
22d ago Explanations for RTL languages misrender SHAP and LIME visualizations; researchers measure and correct rendering for Urdu, Arabic, Persian, and Hebrew arXiv cs.LG → story
22d ago fable.intermittent: benchmarking probabilistic forecasting methods for intermittent time series arXiv cs.LG → story
22d ago Federated learning of AnDE classifiers arXiv cs.LG → story
22d ago Graph Dynamics Model learns stochastic latent dynamics over evolving graph topologies arXiv cs.LG → story
22d ago LabFactory: building and evaluating executable AI labs arXiv cs.LG → story
22d ago Leakage-safe machine learning for hydrogen embrittlement detection in 316L stainless steel using a region-held-out evaluation of texture and deep features in SEM micrographs arXiv cs.LG → story
22d ago Learning to Discover Interesting Mathematics arXiv cs.LG → story
22d ago OPDiv: optimal selection of top-K high-scoring, diverse compounds arXiv cs.LG → story
22d ago Physics-informed self-supervised learning jointly calibrates wires and reconstructs interaction position in multi-wire parallel plate avalanche counters arXiv cs.LG → story
22d ago Policy complexity, reaction time, and bounded rationality in reinforcement learning arXiv cs.LG → story
22d ago RLVR landscapes for iterated multiplications can be benign; insights from spin-glass theory arXiv cs.LG → story
22d ago SMILESGNN: interpretable clinical toxicity prediction via SMILES-Graph cross-attention fusion arXiv cs.LG → story
22d ago SpaFactor: Lightweight spatial context-aware gene program modeling for histology-to-transcriptomics inference arXiv cs.LG → story
22d ago Stable and faithful explanations for knowledge tracing arXiv cs.LG → story
22d ago TAM-Chain: Multi-Scale thyroid cytology classification via absorbing Markov chains and Shannon entropy uncertainty quantification for false-negative suppression and domain-shift adaptation arXiv cs.LG → story
22d ago Thinking leakage audit reveals contribution of base model thinking to NoThink post-training in hybrid reasoning models arXiv cs.LG → story
22d ago Time-series foundation model VINTAGE-TS handles data revisions by distinguishing observation time from information-availability time arXiv cs.LG → story
22d ago Uncertainty quantification for multi-step forecasting in time series foundation models (TSFMs) arXiv cs.LG → story
22d ago Uncovering residential PV-EV co-adoption from smart-meter data: load archetypes and detection for demand-side planning arXiv cs.LG → story
22d ago UO-FIE: combining exact-label supervision with graded utility for factivity inference arXiv cs.LG → story
22d ago Upholding robustness in federated learning: trends, emerging strategies, and research opportunities arXiv cs.LG → story

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