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2026-10-26T04:00:00+00:00 Can AI Agents Help Robotic Engineers? 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https://ax-news.com/?article=239396147 AX-NEWS en 2026-10-26T04:00:00+00:00 Heterogeneous Agent Collaborative Reinforcement Learning https://ax-news.com/?article=239396151 AX-NEWS en 2026-10-26T04:00:00+00:00 Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching https://ax-news.com/?article=239396152 AX-NEWS en 2026-10-26T04:00:00+00:00 POETS: Uncertainty-Aware LLM Optimization via Compute-Efficient Policy Ensembles https://ax-news.com/?article=239396153 AX-NEWS en 2026-10-26T04:00:00+00:00 Generalized Wasserstein Flow Matching: Nested Couplings for Point Cloud Generation https://ax-news.com/?article=239396274 AX-NEWS en 2026-10-26T04:00:00+00:00 DriveMind: Mind-Evolving Belief Tracking for Closed-Loop Autonomous Driving https://ax-news.com/?article=239396275 AX-NEWS en 2026-10-26T04:00:00+00:00 Behaviour analysis for large language model-driven agents https://ax-news.com/?article=239395196 AX-NEWS en 2026-10-26T04:00:00+00:00 FastGraph: PCA-Subspace Binned k-Nearest-Neighbor Graph Construction for GPU Geometric Deep Learning https://ax-news.com/?article=239395202 AX-NEWS en 2026-10-26T04:00:00+00:00 A Reduced Stochastic Model of Microservice Availability: Algorithms for Identification and Formal Analysis https://ax-news.com/?article=239395792 AX-NEWS en 2026-10-26T04:00:00+00:00 Tampered ML: Evaluating LLM Judgment of Machine Learning Research https://ax-news.com/?article=239395803 AX-NEWS en 2026-10-26T04:00:00+00:00 Do Halting Heads Really Save Compute in Looped Language Models? https://ax-news.com/?article=239395806 AX-NEWS en 2026-10-26T04:00:00+00:00 System One models Are Not Better Rerankers https://ax-news.com/?article=239396353 AX-NEWS en 2026-10-26T04:00:00+00:00 What the Query Remembers: Query Abstraction Governs Lexical and Dense Retrieval of Classical Arabic Poetry https://ax-news.com/?article=239396390 AX-NEWS en 2026-10-26T04:00:00+00:00 Principia: Test-Time Hypotheses to Principle Construction for Scientific Discovery https://ax-news.com/?article=239395651 AX-NEWS en 2026-10-26T04:00:00+00:00 SREdit: Scene Response Guided Appearance Editing for Projection Mapping https://ax-news.com/?article=239395652 AX-NEWS en 2026-10-26T04:00:00+00:00 Consomm\'e: Conditioned Token Merging for Split Inference https://ax-news.com/?article=239395660 AX-NEWS en 2026-10-26T04:00:00+00:00 Beyond Discrete Tokens: Preserving Numerical Continuity in Medical Vision-Language Models https://ax-news.com/?article=239395815 AX-NEWS en 2026-10-26T04:00:00+00:00 Reading Between the Layers: Cross-Modal Alignment and Representational Hierarchy in Vision Transformers https://ax-news.com/?article=239396065 AX-NEWS en 2026-10-26T04:00:00+00:00 RADIANT: Object-Centric Feed-Forward Global Illumination https://ax-news.com/?article=239396066 AX-NEWS en 2026-10-26T04:00:00+00:00 Tampered ML: Evaluating LLM Judgment of Machine Learning Research https://ax-news.com/?article=239396095 AX-NEWS en 2026-10-26T04:00:00+00:00 On the Limits of Stochastic Push-Pull over Time-Varying Digraphs https://ax-news.com/?article=239395816 AX-NEWS en 2026-10-26T04:00:00+00:00 The Punjabi Geet Toxicity Dataset (PGT-FG): Fine-Grained Multimodal Annotations for Toxic Content in Punjabi Songs https://ax-news.com/?article=239395525 AX-NEWS en 2026-10-26T04:00:00+00:00 Autonomous Cyber Weapons as AI-Enabled Digital Harms: A Platform Accountability Framework https://ax-news.com/?article=239395823 AX-NEWS en 2026-10-26T04:00:00+00:00 CounselPlex: A Stressor-Aware Full-Duplex Counseling Model https://ax-news.com/?article=239395825 AX-NEWS en 2026-10-26T04:00:00+00:00 On-Policy Self-Training: Data-Free Self-Improvement in Large Language Models https://ax-news.com/?article=239395826 AX-NEWS en 2026-10-26T04:00:00+00:00 Every Edge Needs a Quote: Building a Quote-Grounded Knowledge Graph of Healthcare Software Adoption with Language-Model Agents https://ax-news.com/?article=239396057 AX-NEWS en 2026-10-26T04:00:00+00:00 WADE: An LSTM-Based Anomaly Detection Engine for WebAssembly Applications https://ax-news.com/?article=239396071 AX-NEWS en 2026-10-26T04:00:00+00:00 Implicit Neural Representations for Variational Problems on Graphons https://ax-news.com/?article=239396201 AX-NEWS en 2026-10-26T04:00:00+00:00 Demo: Generative AI helps Radiotherapy Planning with User Preference https://ax-news.com/?article=239396202 AX-NEWS en 2026-10-26T04:00:00+00:00 MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data https://ax-news.com/?article=239395549 AX-NEWS en 2026-10-26T04:00:00+00:00 Scaling Laws for Safety Probes https://ax-news.com/?article=239395746 AX-NEWS en 2026-10-26T04:00:00+00:00 MINER: Modeling Inter- and Intra-Person Variance for Reidentification https://ax-news.com/?article=239396356 AX-NEWS en 2026-10-26T04:00:00+00:00 SWE-Clar: Can Coding Agents Clarify Incomplete Client Requirements and Deliver Greenfield Software? https://ax-news.com/?article=239396357 AX-NEWS en 2026-10-26T04:00:00+00:00 Machine-Readable Operator Manuals over the ISO 11783 Network for Offline, Multilingual LLM Assistance https://ax-news.com/?article=239395830 AX-NEWS en 2026-10-26T04:00:00+00:00 Communicating with the Entire Population: Machine Translation of Emergency Alerts and Warnings https://ax-news.com/?article=239395834 AX-NEWS en 2026-10-26T04:00:00+00:00 Measure Before You Train: Typed Decision Models vs. a Classical Baseline vs. a Generative LLM for Routing a Personal Multilingual Inbox https://ax-news.com/?article=239395837 AX-NEWS en 2026-10-26T04:00:00+00:00 Omni-UBench: Benchmarking Omni-Modal LLM-based Guardrails Across Safety, Utility, and Reliability https://ax-news.com/?article=239396426 AX-NEWS en 2026-10-26T04:00:00+00:00 Internal Discrepancy for Contrastive Learning: Generalization Bounds and Downstream Behaviors https://ax-news.com/?article=239396427 AX-NEWS en 2026-10-26T04:00:00+00:00 Adaptive World-Models for Anomaly Recognition (AWARE): A Framework for Robot Dynamics Prediction and Introspection https://ax-news.com/?article=239396428 AX-NEWS en 2026-10-26T04:00:00+00:00 Semantic Representation for Agentic Self-Play in Automated Laboratories https://ax-news.com/?article=239396429 AX-NEWS en 2026-10-26T04:00:00+00:00 Clean-label Poisoning Attack and Defense Game for Federated Learning in Vehicular Networks https://ax-news.com/?article=239396557 AX-NEWS en 2026-10-26T04:00:00+00:00 Interaction-as-a-Judge https://ax-news.com/?article=239395751 AX-NEWS en 2026-10-26T04:00:00+00:00 Verus-Insight: Towards Explainable Artifact Detection in AI-Generated Videos https://ax-news.com/?article=239395772 AX-NEWS en 2026-10-26T04:00:00+00:00 Distributional Alignment of LLMs and Its Generalization Properties https://ax-news.com/?article=239395842 AX-NEWS en 2026-10-26T04:00:00+00:00 Agreement rather than normalisation keeps depth reusable in looped language models https://ax-news.com/?article=239395844 AX-NEWS en 2026-10-26T04:00:00+00:00 The Helpful Agent Problem: When Emergent Cooperation Among LLM Agents Bypasses Intended Workflows https://ax-news.com/?article=239396432 AX-NEWS en 2026-10-26T04:00:00+00:00 Every Edge Needs a Quote: Building a Quote-Grounded Knowledge Graph of Healthcare Software Adoption with Language-Model Agents https://ax-news.com/?article=239396433 AX-NEWS en 2026-10-26T04:00:00+00:00 Multiplicative vs. Additive State Coupling in Learned Optimizer Schedules https://ax-news.com/?article=239396434 AX-NEWS en 2026-10-26T04:00:00+00:00 PoKER: A Probability of Kill Estimation Rate Model for Air-to-Air Missiles Using Machine Learning on Stochastic Targets https://ax-news.com/?article=239396435 AX-NEWS en 2026-10-26T04:00:00+00:00 Interpretable sparse fine-tuning with TopKLoRA enables faithful circuit discovery https://ax-news.com/?article=239396436 AX-NEWS en 2026-10-26T04:00:00+00:00 Green Code or Costly Code? Evaluating the Energy Costs of Iterative LLM-Based Code Optimizations https://ax-news.com/?article=239396437 AX-NEWS en 2026-10-26T04:00:00+00:00 Yalda-Embedding: Open Development of a Competitive Persian Retrieval Model https://ax-news.com/?article=239395849 AX-NEWS en 2026-10-26T04:00:00+00:00 Putting Transformer Theories to the Test https://ax-news.com/?article=239395851 AX-NEWS en 2026-10-26T04:00:00+00:00 Data Quality in RVL-CDIP: A Systematic Audit https://ax-news.com/?article=239395384 AX-NEWS en 2026-10-26T04:00:00+00:00 Does LeWorldModel Preserve Local Action Geometry? https://ax-news.com/?article=239395541 AX-NEWS en 2026-10-26T04:00:00+00:00 From One Query to Many: A Critical Survey of Privacy Accounting in RAG https://ax-news.com/?article=239396116 AX-NEWS en 2026-10-26T04:00:00+00:00 Clean-label Poisoning Attack and Defense Game for Federated Learning in Vehicular Networks https://ax-news.com/?article=239396465 AX-NEWS en 2026-10-26T04:00:00+00:00 JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety https://ax-news.com/?article=239396467 AX-NEWS en 2026-10-26T04:00:00+00:00 Shapes from Examples: Foundations of Shape Learning in Recursive SHACL https://ax-news.com/?article=239396469 AX-NEWS en 2026-10-26T04:00:00+00:00 AI-guided deep visual proteomics reveals recurrence-associated morpho-molecular signatures within triple-negative breast cancers https://ax-news.com/?article=239395856 AX-NEWS en 2026-10-26T04:00:00+00:00 Head Dimension Matters in Language Models for Long-Context Retrieval https://ax-news.com/?article=239395857 AX-NEWS en 2026-10-26T04:00:00+00:00 DMAIC-Bench: From Self-Reflection to Self-Restraint for Agents in Multi-Stage Analytical Tasks https://ax-news.com/?article=239395859 AX-NEWS en 2026-10-26T04:00:00+00:00 Cycle-of-Thought: Self-Evaluative Iterative Reasoning for Table Visual Question Answering in Document Images https://ax-news.com/?article=239396016 AX-NEWS en 2026-10-26T04:00:00+00:00 DT-JEPA: Learning to Predict Future Representations for Decision-Making https://ax-news.com/?article=239396017 AX-NEWS en 2026-10-26T04:00:00+00:00 PlayerEmbed: Learning Behavioral Fingerprint Representations from Raw Input Sequences https://ax-news.com/?article=239396277 AX-NEWS en 2026-10-26T04:00:00+00:00 Learning Nonlinear Waveform Fusion Across Scales for Integrated Sensing and Communication https://ax-news.com/?article=239395861 AX-NEWS en 2026-10-26T04:00:00+00:00 When Agents Fail: Model or Harness--Who's to Blame? https://ax-news.com/?article=239395868 AX-NEWS en 2026-10-26T04:00:00+00:00 Interpretable sparse fine-tuning with TopKLoRA enables faithful circuit discovery https://ax-news.com/?article=239395869 AX-NEWS en 2026-10-26T04:00:00+00:00 Do "True" and "False" Add Up to One? Complement Consistency in LLM-Agent Opinion Simulations https://ax-news.com/?article=239396525 AX-NEWS en 2026-10-26T04:00:00+00:00 Q-MMR: Off-Policy Evaluation via Recursive Reweighting and Moment Matching https://ax-news.com/?article=239395871 AX-NEWS en 2026-10-26T04:00:00+00:00 What MLLMs Learn about When they Learn about Multimodal Reasoning https://ax-news.com/?article=239395872 AX-NEWS en 2026-10-26T04:00:00+00:00 EvalCards: A Framework for Standardized Evaluation Reporting https://ax-news.com/?article=239395873 AX-NEWS en 2026-10-26T04:00:00+00:00 Dementia-R1: Reinforced Pretraining and Reasoning from Unstructured Clinical Notes for Real-World Dementia Prognosis https://ax-news.com/?article=239395874 AX-NEWS en 2026-10-26T04:00:00+00:00 Towards robust long-context understanding of large language model via active recap learning https://ax-news.com/?article=239395875 AX-NEWS en 2026-10-26T04:00:00+00:00 SteerEval: Inference-time Interventions Strengthen Multilingual Generalization in Neural Summarization Metrics https://ax-news.com/?article=239395876 AX-NEWS en 2026-10-26T04:00:00+00:00 Under the Influence: Evaluating and Improving LLM Vigilance in Agentic Tasks https://ax-news.com/?article=239395207 AX-NEWS en 2026-10-26T04:00:00+00:00 A Resource-Efficient and Precision-Scalable FPGA Accelerator for Spiking Neural Networks Using Minifloat Arithmetic https://ax-news.com/?article=239395599 AX-NEWS en 2026-10-26T04:00:00+00:00 LapaFM: A Laparoscopic Foundation Model via Multi-Stage Continual Learning https://ax-news.com/?article=239395882 AX-NEWS en 2026-10-26T04:00:00+00:00 Deep Reasoning in General Purpose Agents via Structured Meta-Cognition https://ax-news.com/?article=239395880 AX-NEWS en 2026-10-26T04:00:00+00:00 Better Reward Models Are Not Always Less Biased: Social Alignment Beyond Standard Reward Benchmarks https://ax-news.com/?article=239396018 AX-NEWS en 2026-10-26T04:00:00+00:00 Internal Discrepancy for Contrastive Learning: Generalization Bounds and Downstream Behaviors https://ax-news.com/?article=239396388 AX-NEWS en 2026-10-26T04:00:00+00:00 Uni-Stream: A Unified Streaming Speech Language Model for Speech Synthesis and Recognition https://ax-news.com/?article=239395886 AX-NEWS en 2026-10-26T04:00:00+00:00 Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces https://ax-news.com/?article=239396400 AX-NEWS en 2026-10-26T04:00:00+00:00 "Not" is Not Lost in Translation: A Causal Analysis of Negation Representations in Multilingual LLMs https://ax-news.com/?article=239396021 AX-NEWS en 2026-10-26T04:00:00+00:00 Direction-Aware Token Credit Assignment with Reward-Model Gradients https://ax-news.com/?article=239396025 AX-NEWS en 2026-10-26T04:00:00+00:00 U-NeXt: General-purpose event detection for neonatal EEG https://ax-news.com/?article=239395890 AX-NEWS en 2026-10-26T04:00:00+00:00 A Cross-lingual Comparison of Human and Classification Model Entrainment Behavior in Code-switched Speech Settings https://ax-news.com/?article=239395891 AX-NEWS en 2026-10-26T04:00:00+00:00 AgentGUI: An Interface for Observing and Steering Long-Running AI Agents https://ax-news.com/?article=239396028 AX-NEWS en 2026-10-26T04:00:00+00:00 Near-Optimal List Replicability from Littlestone Dimension https://ax-news.com/?article=239396058 AX-NEWS en 2026-10-26T04:00:00+00:00 TRACE: Data-Free Text Reconstruction Attacks against Approximate Unlearning in LLMs https://ax-news.com/?article=239396069 AX-NEWS en 2026-10-26T04:00:00+00:00 MPQ: A Message-Passing View of Post-Training Quantization https://ax-news.com/?article=239396029 AX-NEWS en 2026-10-26T04:00:00+00:00 Regularised RL improves sim-to-real transfer https://ax-news.com/?article=239395901 AX-NEWS en 2026-10-26T04:00:00+00:00 SOL: Measuring Gaps between Text Distributions by Double Sliced Wasserstein Metrics https://ax-news.com/?article=239396032 AX-NEWS en 2026-10-26T04:00:00+00:00 Interpretable sparse fine-tuning with TopKLoRA enables faithful circuit discovery https://ax-news.com/?article=239396373 AX-NEWS en 2026-10-26T04:00:00+00:00 Controlled Evaluation of EEG Foundation Models: Random Initialisation, Band-Power and Validation-Selected Probes https://ax-news.com/?article=239396374 AX-NEWS en 2026-10-26T04:00:00+00:00 Guided Zero-Shot Anomaly Explanation for Anonymized Crowd Video Monitoring: Context, Categorization, and Spatial Localization https://ax-news.com/?article=239396376 AX-NEWS en 2026-10-26T04:00:00+00:00 TTT in VLA Models: Exploring Training with Human Demonstrations https://ax-news.com/?article=239395905 AX-NEWS en 2026-10-26T04:00:00+00:00 Chinese Decision: A Family of Language Models for Single-Pass Probabilistic Decision-Making https://ax-news.com/?article=239395906 AX-NEWS en 2026-10-26T04:00:00+00:00 Muse Glimmer 30B: An On-Device Agentic Model https://ax-news.com/?article=239395908 AX-NEWS en 2026-10-26T04:00:00+00:00 ASTOR: Benchmarking and Improving Autoformulation for Soft-Constraint Optimization with a Formal Grammar https://ax-news.com/?article=239395910 AX-NEWS en 2026-10-26T04:00:00+00:00 Mostly Reading: What Open-Book Scores Measure in Document-Level LoRA Adapters https://ax-news.com/?article=239395242 AX-NEWS en 2026-10-26T04:00:00+00:00 Fundamental bound on Wigner negativity generation from environmental collisions https://ax-news.com/?article=239395912 AX-NEWS en 2026-10-26T04:00:00+00:00 PAIR-SAFE: A Paired-Agent Approach for Runtime Auditing and Refining AI-Mediated Mental Health Support https://ax-news.com/?article=239395915 AX-NEWS en 2026-10-26T04:00:00+00:00 daVinci-Env: Open SWE Environment Synthesis at Scale https://ax-news.com/?article=239395259 AX-NEWS en 2026-10-26T04:00:00+00:00 Entanglement Asymmetry and Asymmetry Contour under Boundary Symmetry Breaking https://ax-news.com/?article=239395921 AX-NEWS en 2026-10-26T04:00:00+00:00 Honeyquest for LLMs: Rethinking Cyber Deception for AI Attackers https://ax-news.com/?article=239395924 AX-NEWS en 2026-10-26T04:00:00+00:00 JANUS: Foreseeing Latent Risk for Long-Horizon Agent Safety https://ax-news.com/?article=239396033 AX-NEWS en 2026-10-26T04:00:00+00:00 Reinforcement Learning with Multi-Step Transition Predictions: A Bellman Theory https://ax-news.com/?article=239395927 AX-NEWS en 2026-10-26T04:00:00+00:00 Recurrent Self-Improvement: Dynamic Cross-Loop On-Policy Distillation for Looped Language Models https://ax-news.com/?article=239395929 AX-NEWS en 2026-10-26T04:00:00+00:00 Token-Set Choice Confounds POPE: A Systematic Audit of Yes/No Extraction in VLM Hallucination Evaluation https://ax-news.com/?article=239395930 AX-NEWS en 2026-10-26T04:00:00+00:00 OACap: Caption-Guided Active Observation for Detailed Video Captioning https://ax-news.com/?article=239395261 AX-NEWS en 2026-10-26T04:00:00+00:00 Bounding single-copy information causality violations https://ax-news.com/?article=239395935 AX-NEWS en 2026-10-26T04:00:00+00:00 Does LeWorldModel Preserve Local Action Geometry? https://ax-news.com/?article=239395936 AX-NEWS en 2026-10-26T04:00:00+00:00 Towards Adversarially Robust Multigraph Neural Networks for Financial Crime Analysis https://ax-news.com/?article=239395938 AX-NEWS en 2026-10-26T04:00:00+00:00 Autoregressive Multimodal Anomaly Detection with Large Language Models for Microservice Systems https://ax-news.com/?article=239395939 AX-NEWS en 2026-10-26T04:00:00+00:00 Cognitively Constrained Partners for Zero-Shot Coordination in Real-Time Partitioned Control https://ax-news.com/?article=239395942 AX-NEWS en 2026-10-26T04:00:00+00:00 Learning to Be Monitored: Causal Bounds and Intervention-Aware Post-Training Recipes for Chain-of-Thought Monitorability https://ax-news.com/?article=239395263 AX-NEWS en 2026-10-26T04:00:00+00:00 Minimal unitary representations of time-invariant causal quantum channels https://ax-news.com/?article=239395265 AX-NEWS en 2026-10-26T04:00:00+00:00 Hardware-Friendly Estimation of LCU-Based Expectation Values via Quantum-to-Classical Workload Shifting https://ax-news.com/?article=239395268 AX-NEWS en 2026-10-26T04:00:00+00:00 One-sided-DIQKD using any pure bipartite entangled state secure against all attacks https://ax-news.com/?article=239395273 AX-NEWS en 2026-10-26T04:00:00+00:00 Maximal Orbital Entanglement from Non-Interacting Fermions https://ax-news.com/?article=239395274 AX-NEWS en 2026-10-26T04:00:00+00:00 Local Thermodynamics and R\'enyi Bounds on Black Hole Mergers https://ax-news.com/?article=239395321 AX-NEWS en 2026-10-26T04:00:00+00:00 Efficient Ground-State Manifold Amplification for Rydberg Atom Arrays via Houdayer Cluster Updates https://ax-news.com/?article=239395951 AX-NEWS en 2026-10-26T04:00:00+00:00 Cautious Conflict-Free Inverse Gradient Methods https://ax-news.com/?article=239395949 AX-NEWS en 2026-10-26T04:00:00+00:00 Speculative Diffusion is a Tale of Two Tradeoffs https://ax-news.com/?article=239395956 AX-NEWS en 2026-10-26T04:00:00+00:00 Scaling Transformer Energy-based Models For High Quality Image Synthesis https://ax-news.com/?article=239395957 AX-NEWS en 2026-10-26T04:00:00+00:00 Learning Structured Sparsity for Large Models: Bridging Model Compressibility and Efficient Inference https://ax-news.com/?article=239395954 AX-NEWS en 2026-10-26T04:00:00+00:00 Forecasting Associations, Not Interventions: A Preregistered Causal Audit of Covariate-Aware Time Series Foundation Models https://ax-news.com/?article=239395959 AX-NEWS en 2026-10-26T04:00:00+00:00 Decode Late, Multiply Once: Rethinking the Dot Product for Quantized Weights https://ax-news.com/?article=239395342 AX-NEWS en 2026-10-26T04:00:00+00:00 Silence Is Not Assurance: When Production Lane Keeping Assist Does Not Warn, and What It Costs https://ax-news.com/?article=239395346 AX-NEWS en 2026-10-26T04:00:00+00:00 DiscoDemo: Discovering Efficient and Diverse Robot Demonstrations for Imitation Learning https://ax-news.com/?article=239395347 AX-NEWS en 2026-10-26T04:00:00+00:00 TTT in VLA Models: Exploring Training with Human Demonstrations https://ax-news.com/?article=239395352 AX-NEWS en 2026-10-26T04:00:00+00:00 Do VLAs Know They Will Fail? 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