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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:2607.14174v1 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 17, 2026 Local additive feature attribution: a mathematical taxonomy and reporting checklist arXiv cs.LG → story
Jul 17, 2026 Long-term user engagement optimization through model-agnostic downstream rewards learning arXiv cs.LG → story
Jul 17, 2026 Low-latency relay selection in NR-V2X vehicular networks using graph isomorphism networks with edge features arXiv cs.LG → story
Jul 17, 2026 Lyapunov-guided framework LyaGuide enables stabilization of generative flows with post-training guidance arXiv cs.LG → story
Jul 17, 2026 MAPS models co-existing subjective perspectives and shared meaning in multi-agent cognitive dialogue arXiv cs.CL → story
Jul 17, 2026 MIDiff: Tackling sparsity and imbalance in mobile usage generation via multivariate-imaging diffusion arXiv cs.LG → story
Jul 17, 2026 NeuroGRIP: retrieval-augmented graph refinement for knowledge-grounded EEG seizure diagnosis arXiv cs.LG → story
Jul 17, 2026 Policy learning with missing treatment data; effects on average treatment effect and policy value estimation. arXiv cs.LG → story
Jul 17, 2026 QFireNet: Quantum-Enhanced U-Net for Wildfire Segmentation from Sentinel-2 Imagery arXiv cs.LG → story
Jul 17, 2026 Quantum compositional NLP for Arabic applies pregroup grammar to map sentences to quantum circuits and mirror grammatical structure; Arabic morphosyntax tested in quantum topology arXiv cs.CL → story
Jul 17, 2026 refusal in the first half: a mechanistic study of the prefill jailbreak; four models show harm remains represented and refusal behavior drops to chance after a prefill prompt arXiv cs.CL → story
Jul 17, 2026 Renew: Towards learning world models and repairing model exploitation from preferences arXiv cs.LG → story
Jul 17, 2026 ReportMedSAM: guiding segmentation through radiology reports arXiv cs.CL → story
Jul 17, 2026 Researchers propose augmentations for robust and efficient imitation learning in streamed video games. arXiv cs.LG → story
Jul 17, 2026 Semantic register compression in multi-agent LLM cascades. arXiv cs.CL → story
Jul 17, 2026 Severance problem: LLMs are unaware of the person beyond the prompt arXiv cs.CL → story
Jul 17, 2026 Simplicity paradox: debunking myths about prompting and datasets for LLM evaluation arXiv cs.CL → story
Jul 17, 2026 Study finds privacy risks in federated learning for radiology reports; analyzing tokenizer-driven leakage via gradient inversion arXiv cs.LG → story
Jul 17, 2026 Study introduces Implicit Reasoning Steering via Concept Chaining to address LLM reasoning fragility arXiv cs.CL → story
Jul 17, 2026 Study presents first cross-dataset Urdu fake news detection using XLM-RoBERTa; length confound analysis included. arXiv cs.CL → story
Jul 17, 2026 T5-CSBoost: adversarial perturbation resistant LLM fingerprinting arXiv cs.CL → story