Provide.ai https://validator.w3.org/feed/docs/rss2.html AI as an attorney? Student uses ChatGPT, Gemini to sue UW Lyra 2.0 Nvidia Learning the Value of Value Learning Neural Dynamic GI: Random-Access Neural Compression for Temporal Lightmaps in Dynamic Lighting Environments ToolSpec: Accelerating Tool Calling via Schema-Aware and Retrieval-Augmented Speculative Decoding FlowPlan-G2P: A Structured Generation Framework for Transforming Scientific Papers into Patent Descriptions From Order to Distribution: A Spectral Characterization of Forgetting in Continual Learning KMMMU: Evaluation of Massive Multi-discipline Multimodal Understanding in Korean Language and Context MISID: A Multimodal Multi-turn Dataset for Complex Intent Recognition in Strategic Deception Games Working Notes on Late Interaction Dynamics: Analyzing Targeted Behaviors of Late Interaction Models A Dynamic-Growing Fuzzy-Neuro Controller, Application to a 3PSP Parallel Robot FlexGuard: Continuous Risk Scoring for Strictness-Adaptive LLM Content Moderation ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism LatentRefusal: Latent-Signal Refusal for Unanswerable Text-to-SQL Queries Resilient Write: A Six-Layer Durable Write Surface for LLM Coding Agents Synthesizing Instruction-Tuning Datasets with Contrastive Decoding CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning Pictorial and apictorial polygonal jigsaw puzzles from arbitrary number of crossing cuts Adaptive Unknown Fault Detection and Few-Shot Continual Learning for Condition Monitoring in Ultrasonic Metal Welding Dental-TriageBench: Benchmarking Multimodal Reasoning for Hierarchical Dental Triage MR.ScaleMaster: Scale-Consistent Collaborative Mapping from Crowd-Sourced Monocular Videos LLM-Guided Semantic Bootstrapping for Interpretable Text Classification with Tsetlin Machines Transferable Expertise for Autonomous Agents via Real-World Case-Based Learning FinTrace: Holistic Trajectory-Level Evaluation of LLM Tool Calling for Long-Horizon Financial Tasks Gradient Descent’s Last Iterate is Often (slightly) Suboptimal Graph In-Context Operator Networks for Generalizable Spatiotemporal Prediction Optimized Human-Robot Co-Dispatch Planning for Petro-Site Surveillance under Varying Criticalities EvoNash-MARL: A Closed-Loop Multi-Agent Reinforcement Learning Framework for Medium-Horizon Equity Allocation Debate to Align: Reliable Entity Alignment through Two-Stage Multi-Agent Debate Can AI Tools Transform Low-Demand Math Tasks? An Evaluation of Task Modification Capabilities Universality of Gaussian-Mixture Reverse Kernels in Conditional Diffusion Lossless Prompt Compression via Dictionary-Encoding and In-Context Learning: Enabling Cost-Effective LLM Analysis of Repetitive Data SuperGrasp: Single-View Object Grasping via Superquadric Similarity Matching, Evaluation, and Refinement One Token Away from Collapse: The Fragility of Instruction-Tuned Helpfulness WebXSkill: Skill Learning for Autonomous Web Agents How Can We Synthesize High-Quality Pretraining Data? A Systematic Study of Prompt Design, Generator Model, and Source Data Restless Bandits with Individual Penalty Constraints: A New Near-Optimal Index Policy and How to Learn It IGen: Scalable Data Generation for Robot Learning from Open-World Images Training-Free Test-Time Contrastive Learning for Large Language Models OmniHands: Towards Robust 4D Hand Mesh Recovery via A Versatile Transformer Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net Computational framework for multistep metabolic pathway design Before the First Token: Scale-Dependent Emergence of Hallucination Signals in Autoregressive Language Models Dead Cognitions: A Census of Misattributed Insights From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines SpecBound: Adaptive Bounded Self-Speculation with Layer-wise Confidence Calibration Hierarchical Reinforcement Learning with Runtime Safety Shielding for Power Grid Operation WOMBET: World Model-based Experience Transfer for Robust and Sample-efficient Reinforcement Learning Safe and Nonconservative Contingency Planning for Autonomous Vehicles via Online Learning-Based Reachable Set Barriers DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding