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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 28
18d ago A single suffix to break them all: basin-aware jailbreaks for merged model families arXiv cs.LG → story
18d ago A task-centric ontology and deterministic domain rules provide a verifiable core for AI-assisted chemistry problem solving. arXiv cs.AI → story
18d ago A unified framework for fair and personalized decentralized learning under communication constraints arXiv cs.LG → story
18d ago Active Curriculum Refinement for Reinforcement Learning; PATH performs active learning over a curriculum graph to improve RL training arXiv cs.LG → story
18d ago AdaThinking-E: One-Token Entropy Regulation for Adaptive Thinking arXiv cs.CL → story
18d ago Affix cache for diffusion large language models arXiv cs.CL → story
18d ago Agent Seer: Synthesizing scenarios from specification understanding arXiv cs.CL → story
18d ago Agents don't paginate: first-chunk selection for LLM tool responses arXiv cs.CL → story
18d ago AI revealed preferences: language models show stable task preferences in forced-choice experiments arXiv cs.AI → story
18d ago Algebraic multigrid acceleration for efficient label spreading arXiv cs.LG → story
18d ago Algorithmic principles for multiclass learning are hard to come by: limits of regularization and proper learning arXiv cs.LG → story
18d ago Arrive and Survive: Scaling Safe Goal-Conditioned Policy Learning from One-Bit Failure Signals arXiv cs.LG → story
18d ago Bayesian methods and Markov chain Monte Carlo algorithms for curve reconstruction and point cloud data analysis arXiv cs.LG → story
18d ago CG4AI: a framework to train AI models under constraints by building a convex combination of models with linear output guarantees arXiv cs.LG → story
18d ago Chart2SVG converts raster charts into editable SVGs with semantic tokens; Beagle+ dataset supports robust structural recovery arXiv cs.LG → story
18d ago CIFQA: a deterministic tool-grounded multi-agent LLM framework for financial query answering arXiv cs.AI → story
18d ago Cross-platform fairness audit finds transformer models trained on a Kaggle mental health corpus underperform on Reddit and Twitter test sets arXiv cs.CL → story
18d ago Data Science Approaches to Evaluating Honours Candidates; proposes a modular OSINT sentiment pipeline to estimate public sentiment toward individuals using AFINN, VADER, and MINOS arXiv cs.CL → story
18d ago DeflectBench benchmarks rhetorical fallacy generation in LLMs across deflection strategies and prompt framings arXiv cs.CL → story
18d ago Diff Mining: logit differences reveal finetuning objectives arXiv cs.LG → story
Aug 27
19d ago Researchers use AI to design proteins exploring sequence-structure diversity; five sequence-structure pairs illustrate natural and designed variants MIT News (AI) → story
19d ago Planetary prediction engine: automating global models via Earth AI Google Research → story
19d ago Serving masked diffusion LLMs: characterization under real concurrent load and design principles for deployment arXiv cs.AI → story
19d ago Short horizons and sparse concepts: a mathematical view of the readout in the J-lens arXiv cs.CL → story
19d ago SIMGUIDE: procedurally grounded multi-context representations for personalized agent planning arXiv cs.AI → story
19d ago SimVerity evaluates how well simulated agent success transfers to physical deployment by replaying scenarios on target smart home deployments and cross-validating with physical witnesses. arXiv cs.AI → story
19d ago Solving robust POMDPs with omega-regular objectives via partially observable stochastic games arXiv cs.AI → story
19d ago Study predicts that grounding scientific prose in structured statistical results improves cross-run reproducibility; to be validated by arXiv paper 2608.25336v1 arXiv cs.CL → story
19d ago Survey detection channel overrides pixels in an astronomical foundation model and biases tomographic mean redshifts arXiv cs.AI → story
19d ago The frame kernel method for multiscale operator learning arXiv cs.LG → story
19d ago The imperfective paradox is not necessarily in large language models; a benchmark failure before a model failure suggests conceptual and evaluation issues in reexamining the task. arXiv cs.CL → story
19d ago Towards reliable, generalizable, and specific in-context knowledge editing via multi-objective reinforcement learning arXiv cs.AI → story
19d ago TRACE: Transition-Aware Residual Control for Multi-Objective Materials Discovery arXiv cs.AI → story
19d ago Tunable tool-call rates in LLM agents via representation steering arXiv cs.AI → story
19d ago Understanding energy scaling of large language model inference across context lengths and attention architectures arXiv cs.LG → story
19d ago Unsupervised post-training of foundation models: a survey arXiv cs.CL → story
19d ago VLM-based automatic multi-granularity graph representation of building layouts for design informatics arXiv cs.AI → story
19d ago Von-Neumann state-space transformer for neural decoding arXiv cs.LG → story
19d ago When does frequency decomposition benefit physics-informed neural networks? a preliminary ablation study arXiv cs.LG → story
19d ago Why and when neural networks improve local approximation in optimization arXiv cs.LG → story

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