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Two Bits: Quantizing Lookup Tables in Large Language Models https://ax-news.com/?article=230921340 AX-NEWS en 2026-10-22T04:00:00+00:00 Generalization Guarantees of Randomized Block Coordinate Descent for Nonconvex Learning https://ax-news.com/?article=230921359 AX-NEWS en 2026-10-22T04:00:00+00:00 Hyperdimensional Probe: Decoding LLM Representations via Vector Symbolic Architectures https://ax-news.com/?article=230921361 AX-NEWS en 2026-10-22T04:00:00+00:00 Synthesis and Verification of Register Automata over Data Sequences (Technical Report) https://ax-news.com/?article=230921357 AX-NEWS en 2026-10-22T04:00:00+00:00 Can synthetic data reproduce real-world findings in epidemiology? A replication study using adversarial random forests https://ax-news.com/?article=230921379 AX-NEWS en 2026-10-22T04:00:00+00:00 $\mu_0$: A Scalable 3D Interaction-Trace World Model https://ax-news.com/?article=230921377 AX-NEWS en 2026-10-22T04:00:00+00:00 Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory https://ax-news.com/?article=230921378 AX-NEWS en 2026-10-22T04:00:00+00:00 Rethinking Synthetic Rationale Supervision for Disease Prediction https://ax-news.com/?article=230921387 AX-NEWS en 2026-10-22T04:00:00+00:00 Interface-Induced Trajectory Censoring https://ax-news.com/?article=230921588 AX-NEWS en 2026-10-22T04:00:00+00:00 Unintended Side Effects of Value Training in LLMs https://ax-news.com/?article=230921385 AX-NEWS en 2026-10-22T04:00:00+00:00 Crystal-structure design by agentic AI in a language of motifs https://ax-news.com/?article=230921386 AX-NEWS en 2026-10-22T04:00:00+00:00 Hierarchical Exponential-Gaussian Mixtures for Watch-Time Distribution Prediction https://ax-news.com/?article=230921388 AX-NEWS en 2026-10-22T04:00:00+00:00 Causal Discovery via Transformed Low-Rank Quantile Surfaces https://ax-news.com/?article=230921392 AX-NEWS en 2026-10-22T04:00:00+00:00 Proximal Balancing for Causal Effect Estimation under Unmeasured Confounding https://ax-news.com/?article=230921393 AX-NEWS en 2026-10-22T04:00:00+00:00 Predictor-Guided Latent Space Codon Optimization for Maximizing Protein Expression https://ax-news.com/?article=230921390 AX-NEWS en 2026-10-22T04:00:00+00:00 SoLiD26: A First Principles Solid-Liquid Interface Dataset for Machine-learned Interatomic Potentials https://ax-news.com/?article=230921391 AX-NEWS en 2026-10-22T04:00:00+00:00 SAGE: Semantic Audio Generative Encoder https://ax-news.com/?article=230921397 AX-NEWS en 2026-10-22T04:00:00+00:00 Just Respect the Semantics: Image-Token Compression via Pre-LLM Semantic Variable-Resolution Tokenization and In-LLM Relevance Pruning https://ax-news.com/?article=230921398 AX-NEWS en 2026-10-22T04:00:00+00:00 Scaling Multilingual Mixture-of-Experts: How Language Coverage Changes Capacity and Compute Allocation https://ax-news.com/?article=230921395 AX-NEWS en 2026-10-22T04:00:00+00:00 Estimating Great Expectations Under Autoregressive Language Models with Potentials https://ax-news.com/?article=230921402 AX-NEWS en 2026-10-22T04:00:00+00:00 Fixed Sets and the Hardness of Computing Correlated Equilibria https://ax-news.com/?article=230921589 AX-NEWS en 2026-10-22T04:00:00+00:00 Privacy in Context Is Being Overlooked in the Age of General-Purpose LLMs https://ax-news.com/?article=230921400 AX-NEWS en 2026-10-22T04:00:00+00:00 When Weak Submodularity Meets Matroids: How Does Standard Greedy Behave? https://ax-news.com/?article=230921401 AX-NEWS en 2026-10-22T04:00:00+00:00 LaLa-World: Scaling Latent World Models with Natural Language Actions https://ax-news.com/?article=230921403 AX-NEWS en 2026-10-22T04:00:00+00:00 CountVideoBench: A Benchmark to Evaluate Prediction Biases on the Object Counting task by Video-Language Models https://ax-news.com/?article=230921418 AX-NEWS en 2026-10-22T04:00:00+00:00 Back Up Before You Regret: Measuring Backup Awareness and Automating Backup in Coding Agents https://ax-news.com/?article=230921421 AX-NEWS en 2026-10-22T04:00:00+00:00 PerMIT: Securing Persistent Memory for LLM Agents via Machine-Checked Integrity Theorems and Scalable Community Trust https://ax-news.com/?article=230921419 AX-NEWS en 2026-10-22T04:00:00+00:00 Self-Improving Agents with World Model Predictive Paths https://ax-news.com/?article=230921423 AX-NEWS en 2026-10-22T04:00:00+00:00 An Evidence-Driven Multi-Agent Compound AI System for Head and Neck Proton Radiotherapy Planning https://ax-news.com/?article=230921429 AX-NEWS en 2026-10-22T04:00:00+00:00 Context-Augmented, Session-Calibrated Blood Pressure Tracking from Photoplethysmography https://ax-news.com/?article=230921434 AX-NEWS en 2026-10-22T04:00:00+00:00 NormTune: Norm-Guided Parameter-Efficient Fine-Tuning for Reasoning-Intensive Tasks https://ax-news.com/?article=230921435 AX-NEWS en 2026-10-22T04:00:00+00:00 LaVGuard: Selective Decoding for Contextual Value Drift https://ax-news.com/?article=230921433 AX-NEWS en 2026-10-22T04:00:00+00:00 StochIKM: Automated High-Fidelity Reconstruction of Individual Patient Data from Published Kaplan-Meier Curves https://ax-news.com/?article=230921440 AX-NEWS en 2026-10-22T04:00:00+00:00 CrashGym: Measuring the Decision Value of Experimentation for LLM Agents in Counterfactual Market Crashes https://ax-news.com/?article=230921438 AX-NEWS en 2026-10-22T04:00:00+00:00 When Multiple Choices Are Correct: Asymmetric Probability Allocation in Jev and Other Decision Models https://ax-news.com/?article=230921439 AX-NEWS en 2026-10-22T04:00:00+00:00 From Scores to Safe Sets: Exact Safety--Constrained Decoding for Medication Recommendation https://ax-news.com/?article=230921444 AX-NEWS en 2026-10-22T04:00:00+00:00 SpatialBrain: Spatial Intelligence Growing from Experience https://ax-news.com/?article=230921445 AX-NEWS en 2026-10-22T04:00:00+00:00 AgentMonopoly: Behavioral Patterns and Persona Control in LLM Agents https://ax-news.com/?article=230921442 AX-NEWS en 2026-10-22T04:00:00+00:00 Same Probabilities, Different Advice: Gain-Loss Framing Effects in High-Stakes LLM Decision Support https://ax-news.com/?article=230921443 AX-NEWS en 2026-10-22T04:00:00+00:00 LLM-Based Exogenous World Modeling for Dynamic Scheduling https://ax-news.com/?article=230921449 AX-NEWS en 2026-10-22T04:00:00+00:00 Events, Not Pixels: Where World Models Get the Return Wrong https://ax-news.com/?article=230921447 AX-NEWS en 2026-10-22T04:00:00+00:00 Solving Go under Positional Superko: Sound Proof Transfer and New Board Values https://ax-news.com/?article=230921459 AX-NEWS en 2026-10-22T04:00:00+00:00 ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination https://ax-news.com/?article=230921465 AX-NEWS en 2026-10-22T04:00:00+00:00 Which Differences Matter? Controlled Tests of Rule Transfer, Joint Reliability, and Information Use in Decision Models https://ax-news.com/?article=230921467 AX-NEWS en 2026-10-22T04:00:00+00:00 First Passage Attention https://ax-news.com/?article=230921474 AX-NEWS en 2026-10-22T04:00:00+00:00 Learning Checklists to Reduce Lottery Effects in Scientific Peer Review https://ax-news.com/?article=230921590 AX-NEWS en 2026-10-22T04:00:00+00:00 Your Benchmark Is an Empirical Measure Over Difficulty https://ax-news.com/?article=230921472 AX-NEWS en 2026-10-22T04:00:00+00:00 CompLit: Scientific Literature Search Benchmarks Must Cover Implicit, Cumulative, and Unmet Needs https://ax-news.com/?article=230921473 AX-NEWS en 2026-10-22T04:00:00+00:00 Beyond source attribution: Address authorship and comparability decisions in an LLM-built scholarly knowledge graph https://ax-news.com/?article=230921482 AX-NEWS en 2026-10-22T04:00:00+00:00 GPU-Accelerated Construction of the Gabriel Graph: Parallelization Strategies and Applications to Large-Margin Classification and Graph-Based Clustering https://ax-news.com/?article=230921484 AX-NEWS en 2026-10-22T04:00:00+00:00 ReAPO: Retry-Aware Policy Optimization for Efficient Exploration in LLM Reasoning https://ax-news.com/?article=230921480 AX-NEWS en 2026-10-22T04:00:00+00:00 STAR-XPC: Set Transformer for Estimating X-ray Transmission in Polymer Composites https://ax-news.com/?article=230921487 AX-NEWS en 2026-10-22T04:00:00+00:00 CALLIOPE: Private Insights into AI Use, Without Embeddings https://ax-news.com/?article=230921488 AX-NEWS en 2026-10-22T04:00:00+00:00 Towards Realistic Models of Change: A Causal Perspective on Decision-Making and Dynamical Systems https://ax-news.com/?article=230921489 AX-NEWS en 2026-10-22T04:00:00+00:00 Combining Long-Term Memory and LLMs Comes at a High Cost: From Prompt Injection to Persistent Compromise https://ax-news.com/?article=230921491 AX-NEWS en 2026-10-22T04:00:00+00:00 Where Should a Stuck Agent Spend Its Next Tokens? Causal Attribution of Inference-Time Resources https://ax-news.com/?article=230921493 AX-NEWS en 2026-10-22T04:00:00+00:00 When Do Gaussian Priors Fail? A Latent Geometry Investigation of RL Fine-Tuning https://ax-news.com/?article=230921494 AX-NEWS en 2026-10-22T04:00:00+00:00 DualHeads: Reward-tilted few-step diffusion made simple https://ax-news.com/?article=230921514 AX-NEWS en 2026-10-22T04:00:00+00:00 Our Own Jev: Typed Decisions in One Forward Pass, from an In-House Judge to Open LoRA Models https://ax-news.com/?article=230921512 AX-NEWS en 2026-10-22T04:00:00+00:00 PHD-Hand: A Printable Humanoid Dexterous Hand with Linkage-Driven 3-DOA Digits https://ax-news.com/?article=230921513 AX-NEWS en 2026-10-22T04:00:00+00:00 HumanCentric-Scenes-AI: A Human-Curated Multimodal Dataset of AI-Generated Human-Centric Scenes Across Surveillance, Occupational Portraits, AI-Edited Images, and Short-Form Video https://ax-news.com/?article=230921515 AX-NEWS en 2026-10-22T04:00:00+00:00 Distilling Multi-Teacher Scoring Principles for Unsupervised Time Series Anomaly Detection https://ax-news.com/?article=230921524 AX-NEWS en 2026-10-22T04:00:00+00:00 GRAFT: Restoring the Missing Sampling Interface in Continuous Diffusion Language Models https://ax-news.com/?article=230921523 AX-NEWS en 2026-10-22T04:00:00+00:00 Mitigating Reward Hacking in Realistic Scenarios Through Representation Engineering https://ax-news.com/?article=230921537 AX-NEWS en 2026-10-22T04:00:00+00:00 Huayu-Global: Skillful real-time quasi-global precipitation retrieval https://ax-news.com/?article=230921538 AX-NEWS en 2026-10-22T04:00:00+00:00 Beyond Binary Labels: Diagnostic Evaluation of LLM Safety with Prompt-Level Rubrics https://ax-news.com/?article=230921535 AX-NEWS en 2026-10-22T04:00:00+00:00 Resuming Vision-Language Inference across Onboard Interruptions https://ax-news.com/?article=230921556 AX-NEWS en 2026-10-22T04:00:00+00:00 Generative Modeling via Nonlinear Schr\"odinger Bridges and Branching Diffusions https://ax-news.com/?article=230921558 AX-NEWS en 2026-10-22T04:00:00+00:00 Rethinking Agentic Model Orchestration for Time Series Forecasting https://ax-news.com/?article=230921565 AX-NEWS en 2026-10-22T04:00:00+00:00 Improved Training of Strong Stochastic Flow Maps https://ax-news.com/?article=230921580 AX-NEWS en 2026-10-22T04:00:00+00:00 MemoryTax: The Bitter Lesson of Agent Memory https://ax-news.com/?article=230921581 AX-NEWS en 2026-10-22T04:00:00+00:00 Robot Generalization Beyond Volume: The Diversity Path via Zero-Shot Capabilities https://ax-news.com/?article=230921578 AX-NEWS en 2026-10-22T04:00:00+00:00 Metamodel-Guided LLM Decoding for Consistent DSL Generation https://ax-news.com/?article=230921579 AX-NEWS en 2026-10-22T04:00:00+00:00 Where Do LLMs Learn to Recommend AI? https://ax-news.com/?article=230921587 AX-NEWS en 2026-10-22T04:00:00+00:00 Asking a Multimodal LLM Whether Someone Fell: Zero-Shot Screening of Low-Resolution Thermal Video in a Laboratory and an Occupied Home https://ax-news.com/?article=230921585 AX-NEWS en 2026-10-22T04:00:00+00:00 PAUSE: Search-Free Steering of Coding Agents Before Their First Source-Code Edit https://ax-news.com/?article=230921586 AX-NEWS en 2026-10-22T04:00:00+00:00 Automated Materials Data and Knowledge Extraction using Machine Learning and Large Language Models https://ax-news.com/?article=230921592 AX-NEWS en 2026-10-22T04:00:00+00:00 CulturalRiddles: A Multicultural Benchmark of Riddles https://ax-news.com/?article=230921594 AX-NEWS en 2026-10-22T04:00:00+00:00 HiddenLens: A Multi-Layer LLM Framework for Detecting and Resolving Hidden Assumptions in Software Requirements https://ax-news.com/?article=230921599 AX-NEWS en 2026-10-22T04:00:00+00:00 Stationarity Constraints Improve Both Energies and Densities of Machine-Learned Exchange-Correlation Functionals https://ax-news.com/?article=230921600 AX-NEWS en 2026-10-22T04:00:00+00:00 What the Author Wrote, What the Agent Reads: Silent Cue Loss in Enterprise Document Ingestion https://ax-news.com/?article=230921607 AX-NEWS en 2026-10-22T04:00:00+00:00 BatchBench: Benchmarking AI Robustness to Batch Effects and Domain Shift in Biomedical Images - A JUMP Cell Painting Leaderboard https://ax-news.com/?article=230921625 AX-NEWS en 2026-10-22T04:00:00+00:00 WindINR: Latent-State INR for Fast Local Wind Query and Correction in Complex Terrain https://ax-news.com/?article=230921605 AX-NEWS en 2026-10-22T04:00:00+00:00 AtomicRL: Atomic Reinforcement Learning for Long-Horizon Robotic Manipulation https://ax-news.com/?article=230921606 AX-NEWS en 2026-10-22T04:00:00+00:00 Differentially Private Sparse Reward Estimation with Preference Feedback https://ax-news.com/?article=230921614 AX-NEWS en 2026-10-22T04:00:00+00:00 Think Harder Where It Matters: Item-Level Adaptive Recursion for Sequential Recommendation https://ax-news.com/?article=230921616 AX-NEWS en 2026-10-22T04:00:00+00:00 PRISM: Prompt-Refined In-Context System Modelling for Financial Retrieval https://ax-news.com/?article=230921617 AX-NEWS en 2026-10-22T04:00:00+00:00 Synthesis and Verification of Register Automata over Data Sequences (Technical Report) https://ax-news.com/?article=230921624 AX-NEWS en 2026-10-22T04:00:00+00:00 Adaptive auditing of AI systems with anytime-valid guarantees https://ax-news.com/?article=230921626 AX-NEWS en 2026-10-22T04:00:00+00:00 Proposals and challenges for zero-knowledge verification of frontier AI training https://ax-news.com/?article=230921621 AX-NEWS en 2026-10-22T04:00:00+00:00 The Alien Space of Science: Sampling Coherent but Cognitively Unavailable Research Directions https://ax-news.com/?article=230921622 AX-NEWS en 2026-10-22T04:00:00+00:00 Accurate and Efficient Multi-Channel Time Series Forecasting via Sparse Attention Mechanism https://ax-news.com/?article=230921623 AX-NEWS en 2026-10-22T04:00:00+00:00 FactReview: Evidence-Grounded Peer Review with Execution-Based Claim Verification https://ax-news.com/?article=230921628 AX-NEWS en 2026-10-22T04:00:00+00:00 Rethinking Synthetic Rationale Supervision for Disease Prediction https://ax-news.com/?article=230921629 AX-NEWS en 2026-10-22T04:00:00+00:00 TNODEV: Toolbox for Neural ODE Verification https://ax-news.com/?article=230921634 AX-NEWS en 2026-10-22T04:00:00+00:00 Toward Safe LLM Agents: A Survey of Specification, Verification, and Enforcement https://ax-news.com/?article=230921649 AX-NEWS en 2026-10-22T04:00:00+00:00 MADDIE: Multi-Agent Drug Discovery Engine https://ax-news.com/?article=230921650 AX-NEWS en 2026-10-22T04:00:00+00:00 SFT Leaves a Reproducible Signature in Activation Geometry: Calibrating Post-Training Interpretability Against Run-to-Run Noise https://ax-news.com/?article=230921646 AX-NEWS en 2026-10-22T04:00:00+00:00 SciExam for ENSO: Can AI Agents Build Climate Models? 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