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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 17, 2026 arXiv:2607.14174v1 study extends supervised lexicon-learning to 10-K filings and Item 1A risk-factor sections; trains sentiment scores on return and volatility labels at multiple aggregation levels arXiv cs.LG → story
Jul 17, 2026 Automatically evolving prompt guidelines for task-specific optimization arXiv cs.CL → story
Jul 17, 2026 Branching policy optimization for sandbox-native language agent reinforcement learning arXiv cs.LG → story
Jul 17, 2026 Budgeted subset refinement for execution-aware LLM research ideation arXiv cs.CL → story
Jul 17, 2026 CARPRT: Class-aware zero-shot prompt reweighting for black-box vision-language models. arXiv cs.LG → story
Jul 17, 2026 Certified domain consistency for multi-domain retrieval with label-free per-domain contamination control and conformal risk guarantees arXiv cs.LG → story
Jul 17, 2026 Closed-loop knowledge dynamics saturate under internal feedback; external information can move knowledge states beyond current attractors, using a three-level operational framework with transition kernels. arXiv cs.LG → story
Jul 17, 2026 COAT framework learns interpretable prescriptive policies from observational data using counterfactual estimates and mixed-integer optimization for constrained decision making arXiv cs.LG → story
Jul 17, 2026 CoEvoT introduces co-evolving chain-of-thought prompting for graph-LLM reasoning under distribution shift. arXiv cs.CL → story
Jul 17, 2026 Dysco: Dynamic Subspace Boosting to mitigate LoRA interference in federated learning arXiv cs.LG → story
Jul 17, 2026 Eta Given Delta: Defining LLM tool efficiency with marginal tool utility arXiv cs.CL → story
Jul 17, 2026 Explainability research should prioritize foundations over ad-hoc methods; position paper argues for integrating explanations into end-to-end, human-in-the-loop systems. arXiv cs.LG → story
Jul 17, 2026 Explainable geospatial AI for satellite ground station siting using LiDAR-derived terrain intelligence arXiv cs.LG → story
Jul 17, 2026 Heterogeneous element-aware cross-version differencing of scientific documents via layout-aware alignment and structure-aware reasoning arXiv cs.CL → story
Jul 17, 2026 Introspection fine-tuning (IFT): training small LLMs to introspect arXiv cs.CL → story
Jul 17, 2026 Just Keep Prompting: evaluating repetitive Socratic prompting in VLMs arXiv cs.CL → story
Jul 17, 2026 Latent communication between language model agents: channels, alignment, and the limits of text arXiv cs.CL → story
Jul 17, 2026 LBA proposes textual hard-label adversarial attack under low query budgets arXiv cs.CL → story
Jul 17, 2026 LIGO-PINN: learned initialization via gated optimization to alleviate convergence failures in physics informed neural networks arXiv cs.LG → story
Jul 16
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