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An Empirical Study of the ERC-8004 Decentralized AI Agent Ecosystem https://ax-news.com/?article=27812498 AX-NEWS en 2026-06-25T04:00:00+00:00 Removing Noise, not Finding Gold: Quality Filtering for Large-Scale Pretraining https://ax-news.com/?article=27812994 AX-NEWS en 2026-06-25T04:00:00+00:00 On-Policy Self-Distillation with Sampled Demonstrations Reduces Output Diversity https://ax-news.com/?article=27812998 AX-NEWS en 2026-06-25T04:00:00+00:00 Exploring Information Seeking Agent Consolidation https://ax-news.com/?article=27812499 AX-NEWS en 2026-06-25T04:00:00+00:00 Generalised Medical Phrase Grounding https://ax-news.com/?article=27812506 AX-NEWS en 2026-06-25T04:00:00+00:00 MemDreamer: Decoupling Perception and Reasoning for Long Video Understanding via Hierarchical Graph Memory and Agentic Retrieval Mechanism https://ax-news.com/?article=27813026 AX-NEWS en 2026-06-25T04:00:00+00:00 PVF:Understanding AI Vulnerability Against SDCs https://ax-news.com/?article=27813008 AX-NEWS 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Adult Content and Deepfakes https://ax-news.com/?article=27813051 AX-NEWS en 2026-06-25T04:00:00+00:00 AMVICC: A Novel Benchmark for Cross-Modal Failure Mode Profiling for VLMs and IGMs https://ax-news.com/?article=27813012 AX-NEWS en 2026-06-25T04:00:00+00:00 DN-Hypo-Pipeline: An AI-Driven Workflow for Generating Hypotheses using Large Language Models and Scientific Explanations https://ax-news.com/?article=27813057 AX-NEWS en 2026-06-25T04:00:00+00:00 SPARC: Separating Perception And Reasoning Circuits for Test-time Scaling of VLMs https://ax-news.com/?article=27813064 AX-NEWS en 2026-06-25T04:00:00+00:00 Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach https://ax-news.com/?article=27813079 AX-NEWS en 2026-06-25T04:00:00+00:00 FBOS-RL: Feedback-Driven Bi-Objective Synergistic Reinforcement Learning https://ax-news.com/?article=27812577 AX-NEWS en 2026-06-25T04:00:00+00:00 Silent Failures in Physics-Informed Neural Networks: Parameter Poisoning and the Limits of Loss-Based Validation https://ax-news.com/?article=27813019 AX-NEWS en 2026-06-25T04:00:00+00:00 Specifying AI-SDLC Processes: A Protocol Language for Human-Agent Boundaries https://ax-news.com/?article=27813020 AX-NEWS en 2026-06-25T04:00:00+00:00 Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice https://ax-news.com/?article=27813021 AX-NEWS en 2026-06-25T04:00:00+00:00 VADAOrchestra: Neurosymbolic Orchestration of Adaptive Reasoning Workflows https://ax-news.com/?article=27813018 AX-NEWS en 2026-06-25T04:00:00+00:00 Toten: A Knowledge-Based System For Structure-Preserving Representation Of Physical Quantities And Technical Notation In Brazilian Portuguese https://ax-news.com/?article=27812628 AX-NEWS en 2026-06-25T04:00:00+00:00 $\text{DT}^2$: Decision-Targeted Digital Twins https://ax-news.com/?article=27813024 AX-NEWS en 2026-06-25T04:00:00+00:00 Accelerating Disaggregated RL for Visual Generative LLMs with Diffusion-Based Parallelism and Trainer-Assisted Generation https://ax-news.com/?article=27813101 AX-NEWS en 2026-06-25T04:00:00+00:00 FlowPipe: LLM-Enhanced Conditional Generative Flow Networks for Data Preparation Pipeline Construction https://ax-news.com/?article=27812644 AX-NEWS en 2026-06-25T04:00:00+00:00 Stable-Shift: Biologically Structured Prediction of Transcriptional Responses to Unseen Gene Perturbations https://ax-news.com/?article=27812653 AX-NEWS en 2026-06-25T04:00:00+00:00 Solving Markov Decision Processes with Future Information via MPC https://ax-news.com/?article=27812005 AX-NEWS en 2026-06-25T04:00:00+00:00 Decoupling Semantics and Geometric Grounding: Spatial Visual Prompts for Language-Conditioned Imitation Learning https://ax-news.com/?article=27812013 AX-NEWS en 2026-06-25T04:00:00+00:00 SAGE-Nav: Leveraging LLM Planning and Alignment Fusion for Hierarchical Scene Graph-Guided Navigation https://ax-news.com/?article=27813036 AX-NEWS en 2026-06-25T04:00:00+00:00 Agentic Software Engineering: Foundational Pillars and a Research Roadmap https://ax-news.com/?article=27813037 AX-NEWS en 2026-06-25T04:00:00+00:00 Discovering New Theorems via LLMs with In-Context Proof Learning in Lean https://ax-news.com/?article=27813035 AX-NEWS en 2026-06-25T04:00:00+00:00 Why Pool When You Can Flow? Active Learning with GFlowNets https://ax-news.com/?article=27813038 AX-NEWS en 2026-06-25T04:00:00+00:00 Domain-Specific Agents for Cherenkov Telescope Array Control Software and Gamma-Ray Data Analysis https://ax-news.com/?article=27813041 AX-NEWS en 2026-06-25T04:00:00+00:00 Introduction to Automated Negotiation https://ax-news.com/?article=27812705 AX-NEWS en 2026-06-25T04:00:00+00:00 ACT-JEPA: Novel Joint-Embedding Predictive Architecture for Efficient Policy Representation Learning https://ax-news.com/?article=27812719 AX-NEWS en 2026-06-25T04:00:00+00:00 Shapley-Inspired Feature Weighting in $k$-means with No Additional Hyperparameters https://ax-news.com/?article=27813045 AX-NEWS en 2026-06-25T04:00:00+00:00 CustomX: Unified Character, Action, and Scene Customization in Video World Models https://ax-news.com/?article=27813046 AX-NEWS en 2026-06-25T04:00:00+00:00 HaineiFRDM: Structure-Preserving Diffusion for Film Restoration under Fast Motion and Diverse Defects https://ax-news.com/?article=27812049 AX-NEWS en 2026-06-25T04:00:00+00:00 When Do Conservation Laws Survive Learned Representations? Certified Horizons for Latent World Models https://ax-news.com/?article=27813050 AX-NEWS en 2026-06-25T04:00:00+00:00 TIDAL: Temporally Interleaved Diffusion and Action Loop for High-Frequency VLA Control https://ax-news.com/?article=27812747 AX-NEWS en 2026-06-25T04:00:00+00:00 Margin in Abstract Spaces https://ax-news.com/?article=27812061 AX-NEWS en 2026-06-25T04:00:00+00:00 Spotlighting Task-Relevant Features: Object-Centric Representations for Better Generalization in Robotic Manipulation https://ax-news.com/?article=27813053 AX-NEWS en 2026-06-25T04:00:00+00:00 Verifiable Manifest Signing and Transparency Enforcement for Secure MCP-Based LLM Pipelines https://ax-news.com/?article=27812763 AX-NEWS en 2026-06-25T04:00:00+00:00 daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization https://ax-news.com/?article=27812765 AX-NEWS en 2026-06-25T04:00:00+00:00 MorphStrata: Layer-Specific Perturbations for Generating Morphence Students in Time-Series Moving Target Defense https://ax-news.com/?article=27813056 AX-NEWS en 2026-06-25T04:00:00+00:00 Clifford Kolmogorov-Arnold Networks https://ax-news.com/?article=27812807 AX-NEWS en 2026-06-25T04:00:00+00:00 Approximate Structured Diffusion for Sequence Labelling https://ax-news.com/?article=27813062 AX-NEWS en 2026-06-25T04:00:00+00:00 A Hybrid TGN-SEAL Model for Dynamic Graph Link Prediction https://ax-news.com/?article=27813075 AX-NEWS en 2026-06-25T04:00:00+00:00 SplitZip: Ultra Fast Lossless KV Compression for Disaggregated LLM Serving https://ax-news.com/?article=27812950 AX-NEWS en 2026-06-25T04:00:00+00:00 Low-Complexity Policy Tessellations in Structured Markov Decision Processes https://ax-news.com/?article=27812974 AX-NEWS en 2026-06-25T04:00:00+00:00 Overview of HIPE-2026: Person-Place Relation Extraction from Multilingual Historical Texts https://ax-news.com/?article=27812984 AX-NEWS en 2026-06-25T04:00:00+00:00 Hierarchical Reinforcement Learning for Neural Network Compression (HiReLC): Pruning and Quantization https://ax-news.com/?article=27812988 AX-NEWS en 2026-06-25T04:00:00+00:00 TriViewBench: Controlled Complexity Scaling for Multi-View Structural Reasoning in MLLMs https://ax-news.com/?article=27813039 AX-NEWS en 2026-06-25T04:00:00+00:00 Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning https://ax-news.com/?article=27813071 AX-NEWS en 2026-06-25T04:00:00+00:00 Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis https://ax-news.com/?article=27812214 AX-NEWS en 2026-06-25T04:00:00+00:00 PRISM: Feed-Forward Single-Image 3D Reconstruction via Geometric Warp-Residual Modeling https://ax-news.com/?article=27813094 AX-NEWS en 2026-06-25T04:00:00+00:00 Exposing the Illusion of Erasure in Knowledge Editing for LLMs https://ax-news.com/?article=27813099 AX-NEWS en 2026-06-25T04:00:00+00:00 Learning to Trigger: Reinforcement Learning at the Large Hadron Collider https://ax-news.com/?article=27812282 AX-NEWS en 2026-06-25T04:00:00+00:00 Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation https://ax-news.com/?article=27812331 AX-NEWS en 2026-06-25T04:00:00+00:00 Articulat3D: Reconstructing Articulated Digital Twins From Monocular Videos with Geometric and Motion Constraints https://ax-news.com/?article=27812334 AX-NEWS en 2026-06-25T04:00:00+00:00 ILV: Iterative Latent Volumes for Fast and Accurate Sparse-View CT Reconstruction https://ax-news.com/?article=27811845 AX-NEWS en 2026-06-25T04:00:00+00:00 Speculation at a Distance: Where Edge-Cloud Speculative Decoding Actually Pays Off https://ax-news.com/?article=27811873 AX-NEWS en 2026-06-25T04:00:00+00:00 Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency https://ax-news.com/?article=27811887 AX-NEWS en 2026-06-25T04:00:00+00:00 Nonlocal Quantum Phase Transitions https://ax-news.com/?article=27811914 AX-NEWS en 2026-06-25T04:00:00+00:00 Sp(2N, R) interferometry in multi-mode Gaussian bosonic systems for optimal metrology and quantum control https://ax-news.com/?article=27811896 AX-NEWS en 2026-06-25T04:00:00+00:00 Rapid and robust laser-frequency auto-locking using Bayesian-optimization and discrete-wavelet-transformation algorithms https://ax-news.com/?article=27811912 AX-NEWS en 2026-06-25T04:00:00+00:00 Quantum steering in networks: Measurement-device-independent detection, continuous variables, and practical Gaussian schemes https://ax-news.com/?article=27811917 AX-NEWS en 2026-06-25T04:00:00+00:00 A Candidate Framework for Free-Space Quantum Key Distribution based on Geometrical-Configuration Modulation https://ax-news.com/?article=27811924 AX-NEWS en 2026-06-25T04:00:00+00:00 From spectral structure to sensing limits in quantum thermometry https://ax-news.com/?article=27811935 AX-NEWS en 2026-06-25T04:00:00+00:00 Hodge Spectral Surrogates for Topology-Constrained Optimization https://ax-news.com/?article=27811937 AX-NEWS en 2026-06-25T04:00:00+00:00 A Unified Josephson Dynamics Perspective for Single-Cavity BECs: From Self-Trapping to Dynamical Phase Transitions https://ax-news.com/?article=27811939 AX-NEWS en 2026-06-25T04:00:00+00:00 Spin-imbalanced fermion on a dynamic lattice https://ax-news.com/?article=27811946 AX-NEWS en 2026-06-25T04:00:00+00:00 Resource-state Quantum RAM for Fast and Error-Correctable Queries https://ax-news.com/?article=27811979 AX-NEWS en 2026-06-25T04:00:00+00:00 Asymmetry dynamics and nonequilibrium symmetry-breaking phase transitions https://ax-news.com/?article=27811987 AX-NEWS en 2026-06-25T04:00:00+00:00 RGB: RL Guided Whole-Body MPPI for Humanoid Control https://ax-news.com/?article=27811991 AX-NEWS en 2026-06-25T04:00:00+00:00 Toward Low-Latency Vision-Language Models with Doubly-Correct Predictions in Egocentric Visual Understanding https://ax-news.com/?article=27812017 AX-NEWS en 2026-06-25T04:00:00+00:00 One Body, Two Minds: Variable Autonomy Approach for a Co-embodied Robotic Hand https://ax-news.com/?article=27811938 AX-NEWS en 2026-06-25T04:00:00+00:00 Wide-field NV magnetometry under simultaneous high-pressure and high-temperature conditions https://ax-news.com/?article=27811943 AX-NEWS en 2026-06-25T04:00:00+00:00 Higher Berry curvature, second Chern numbers and magnetoelectric coupling in crystalline insulators https://ax-news.com/?article=27812040 AX-NEWS en 2026-06-25T04:00:00+00:00 FAR-LIO: Enabling High-Speed Autonomy through Fast, Accurate, and Robust LiDAR-Inertial Odometry https://ax-news.com/?article=27812047 AX-NEWS en 2026-06-25T04:00:00+00:00 Learning Action Priors for Cross-embodiment Robot Manipulation https://ax-news.com/?article=27812050 AX-NEWS en 2026-06-25T04:00:00+00:00 Conformal Orbit-Valid Trust Horizons for Equivariant World Models https://ax-news.com/?article=27812070 AX-NEWS en 2026-06-25T04:00:00+00:00 RARM: Confidence-Gated Progress Reward Modeling for RL in Manipulation https://ax-news.com/?article=27812082 AX-NEWS en 2026-06-25T04:00:00+00:00 Tensor-Based Batch Fuzzing with Adaptive Perturbation Scaling for Deep Neural Networks https://ax-news.com/?article=27812083 AX-NEWS en 2026-06-25T04:00:00+00:00 How Do Developers Maintain and Evolve Their Agents' Instructions? An Empirical Study https://ax-news.com/?article=27812089 AX-NEWS en 2026-06-25T04:00:00+00:00 Evaluating LLMs on Real-World Software Performance Optimization https://ax-news.com/?article=27812093 AX-NEWS en 2026-06-25T04:00:00+00:00 Automated Detection of Configuration-Specific Security Vulnerabilities via Patch Analysis https://ax-news.com/?article=27812095 AX-NEWS en 2026-06-25T04:00:00+00:00 The Web4 Agent Economy: A Large-Scale Empirical Study of the Landscape, Challenges, and Opportunities https://ax-news.com/?article=27812108 AX-NEWS en 2026-06-25T04:00:00+00:00 ECM Contracts: Contract-Aware, Versioned, and Governable Capability Interfaces for Embodied Agents https://ax-news.com/?article=27811962 AX-NEWS en 2026-06-25T04:00:00+00:00 Forced Gap Post-Selection for Quantum LDPC Codes and their Operations https://ax-news.com/?article=27812127 AX-NEWS en 2026-06-25T04:00:00+00:00 General Techniques for Reducing Key-Switching Overhead in Privacy-Preserving Two-Party Transformer Inference https://ax-news.com/?article=27811964 AX-NEWS en 2026-06-25T04:00:00+00:00 Rounding Almost Commuting Hamiltonians https://ax-news.com/?article=27812142 AX-NEWS en 2026-06-25T04:00:00+00:00 Can Trustless Agents Be Trusted? An Empirical Study of the ERC-8004 Decentralized AI Agent Ecosystem https://ax-news.com/?article=27812143 AX-NEWS en 2026-06-25T04:00:00+00:00 Certification of Machine Learning Models via Directional Sharpness https://ax-news.com/?article=27812163 AX-NEWS en 2026-06-25T04:00:00+00:00 AIChilles: Automatically Uncovering Hidden Weaknesses in AI-Evolved Systems https://ax-news.com/?article=27812178 AX-NEWS en 2026-06-25T04:00:00+00:00 Yuvion VL: A Multimodal Foundation Model for Adversarial Content and AI Safety https://ax-news.com/?article=27812180 AX-NEWS en 2026-06-25T04:00:00+00:00 Wan-Streamer v0.1: End-to-end Real-time Interactive Foundation Models https://ax-news.com/?article=27812189 AX-NEWS en 2026-06-25T04:00:00+00:00 Multilingual Hematology Visual Question Answering Dataset https://ax-news.com/?article=27812191 AX-NEWS en 2026-06-25T04:00:00+00:00 Pre-Warm: Input-Conditioned Weight Initialization for Convolutional Neural Networks https://ax-news.com/?article=27812212 AX-NEWS en 2026-06-25T04:00:00+00:00 Teach-to-Reason: Competition-Guided Reasoning with a Self-Improving Teacher https://ax-news.com/?article=27812219 AX-NEWS en 2026-06-25T04:00:00+00:00 TACO: Towards Task-Consistent Open-Vocabulary Adaptation in Video Recognition https://ax-news.com/?article=27812228 AX-NEWS en 2026-06-25T04:00:00+00:00 Efficient Cross-Scale Invertible Hiding Network with Spatial-Frequency Collaboration and Non-Invertible Mechanism https://ax-news.com/?article=27812229 AX-NEWS en 2026-06-25T04:00:00+00:00 Concept Removal for Frontier Image Generative Models https://ax-news.com/?article=27812231 AX-NEWS en 2026-06-25T04:00:00+00:00 FeVOS: Foresight Expression Video Object Segmentation https://ax-news.com/?article=27812232 AX-NEWS en 2026-06-25T04:00:00+00:00 VPA-Guard: Defending and Benchmarking Image-to-Video Generation Against Visual Prompt Attacks https://ax-news.com/?article=27812238 AX-NEWS en 2026-06-25T04:00:00+00:00 Towards a Dynamic and Fixed-budget Memory Bank for Efficient Streaming Video Understanding https://ax-news.com/?article=27812246 AX-NEWS en 2026-06-25T04:00:00+00:00 $S^{2}$-FracMix: Label-Preserving Self-Saliency Mixup Augmentation https://ax-news.com/?article=27812248 AX-NEWS en 2026-06-25T04:00:00+00:00 Edges Before Embeddings: A Confidence-Aware Blur Gate for Vision-Language Pipelines https://ax-news.com/?article=27812249 AX-NEWS en 2026-06-25T04:00:00+00:00 Graph it first! Enabling Reasoning on Long-form Egocentric Videos through Scene Graphs https://ax-news.com/?article=27812255 AX-NEWS en 2026-06-25T04:00:00+00:00 In-context Region-based Drag: Drag Any Region to Any Shape https://ax-news.com/?article=27812257 AX-NEWS en 2026-06-25T04:00:00+00:00 Pulmonary Embolism Risk Stratification from CTPA and Medical Records: Vascular Graphs Are Not All You Need https://ax-news.com/?article=27812260 AX-NEWS en 2026-06-25T04:00:00+00:00 From Sparse and Imperfect 2D Anchors to Consistent 3D Gaussian Street Scenes: Support-Aware Appearance https://ax-news.com/?article=27812266 AX-NEWS en 2026-06-25T04:00:00+00:00 A cross-process welding penetration status prediction algorithm based on unsupervised domain adaptation in laser and TIG welding https://ax-news.com/?article=27812267 AX-NEWS en 2026-06-25T04:00:00+00:00 MVTrack4Gen: Multi-View Point Tracking as Geometric Supervision for 4D Video Generation https://ax-news.com/?article=27812269 AX-NEWS en 2026-06-25T04:00:00+00:00 A Leakage-Aware Comparative Benchmark of Machine Learning, Deep Learning, and Transformer Models for Reliable Leukemia Detection https://ax-news.com/?article=27812270 AX-NEWS en 2026-06-25T04:00:00+00:00 Learning Diachronic Representations of Ancient Greek Letterforms https://ax-news.com/?article=27812272 AX-NEWS en 2026-06-25T04:00:00+00:00 ADM-Fusion: Adaptive Deep Multi-Sensor Fusion for Robust Ego-Motion Estimation in Diverse Conditions https://ax-news.com/?article=27812274 AX-NEWS en 2026-06-25T04:00:00+00:00 Toward Low-Latency Vision-Language Models with Doubly-Correct Predictions in Egocentric Visual Understanding https://ax-news.com/?article=27812278 AX-NEWS en 2026-06-25T04:00:00+00:00 Semantic Allocation in Ordered Bottlenecks: Predictive Residual Inference for Visual Representation Learning https://ax-news.com/?article=27812288 AX-NEWS en 2026-06-25T04:00:00+00:00 Calousel: Extrinsic Calibration of Non-overlapping Multi-camera Systems from Pure Rotation https://ax-news.com/?article=27812291 AX-NEWS en 2026-06-25T04:00:00+00:00 Hybrid deep learning-based phase diversity method for wavefront reconstruction https://ax-news.com/?article=27812298 AX-NEWS en 2026-06-25T04:00:00+00:00 Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models https://ax-news.com/?article=27812299 AX-NEWS en 2026-06-25T04:00:00+00:00 Learning Action Priors for Cross-embodiment Robot Manipulation https://ax-news.com/?article=27812307 AX-NEWS en 2026-06-25T04:00:00+00:00 ESMStereo: Enhanced ShuffleMixer Disparity Upsampling for Real-Time and Accurate Stereo Matching https://ax-news.com/?article=27812308 AX-NEWS en 2026-06-25T04:00:00+00:00 Contrastive Conditional-Unconditional Alignment for Long-tailed Diffusion Model https://ax-news.com/?article=27812312 AX-NEWS en 2026-06-25T04:00:00+00:00 VolSplat: Rethinking Feed-Forward 3D Gaussian Splatting with Voxel-Aligned Prediction https://ax-news.com/?article=27812323 AX-NEWS en 2026-06-25T04:00:00+00:00 CustomX: Unified Character, Action, and Scene Customization in Video World Models https://ax-news.com/?article=27812329 AX-NEWS en 2026-06-25T04:00:00+00:00 Keeping the Evidence Chain: Semantic Evidence Allocation for Training-Free Token Pruning in Video Temporal Grounding https://ax-news.com/?article=27812332 AX-NEWS en 2026-06-25T04:00:00+00:00 Spatial Transcriptomics as Images for Large-Scale Pretraining https://ax-news.com/?article=27812019 AX-NEWS en 2026-06-25T04:00:00+00:00 1000 Rallies: An Event-Camera Dataset and Real-Time Learned Ball-State Estimation for Robotic Table Tennis https://ax-news.com/?article=27812337 AX-NEWS en 2026-06-25T04:00:00+00:00 To View Transform or Not to View Transform: NeRF-based Pre-training Perspective https://ax-news.com/?article=27812341 AX-NEWS en 2026-06-25T04:00:00+00:00 Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis https://ax-news.com/?article=27812359 AX-NEWS en 2026-06-25T04:00:00+00:00 Sol Video Inference Engine: Agent-Native Full-Stack Acceleration Framework for Efficient Video Generation https://ax-news.com/?article=27812374 AX-NEWS en 2026-06-25T04:00:00+00:00 Colon-Bench: An Agentic Workflow for Scalable Dense Lesion Annotation in Full-Procedure Colonoscopy Videos https://ax-news.com/?article=27812398 AX-NEWS en 2026-06-25T04:00:00+00:00 Story Operators: Decomposing the Original $\to$ Sequel Transformation in Embedding Space https://ax-news.com/?article=27812406 AX-NEWS en 2026-06-25T04:00:00+00:00 A Red Teaming Framework for Large Language Models: A Case Study on Faithfulness Evaluation https://ax-news.com/?article=27812418 AX-NEWS en 2026-06-25T04:00:00+00:00 OPERA: Aligning Open-Ended Reasoning via Objective Perplexity-based Reinforcement Learning https://ax-news.com/?article=27812430 AX-NEWS en 2026-06-25T04:00:00+00:00 When Certainty Is an Artifact: Keyword Lexicon Blindness and the (Mis)Measurement of Rhetorical Stance https://ax-news.com/?article=27812431 AX-NEWS en 2026-06-25T04:00:00+00:00 Same Evidence, Different Answer: Auditing Order Sensitivity in Multimodal Large Language Models https://ax-news.com/?article=27812432 AX-NEWS en 2026-06-25T04:00:00+00:00 Real-Time Voice AI Hears but Does Not Listen https://ax-news.com/?article=27812439 AX-NEWS en 2026-06-25T04:00:00+00:00 Neural Scaling Universality: If Exponents Are Fixed, Time to Understand Coefficients https://ax-news.com/?article=27812440 AX-NEWS en 2026-06-25T04:00:00+00:00 Emergent Capabilities Arise Randomly from Learning Sparse Attention Patterns https://ax-news.com/?article=27812441 AX-NEWS en 2026-06-25T04:00:00+00:00 Do Thinking Tokens Help with Safety? https://ax-news.com/?article=27812449 AX-NEWS en 2026-06-25T04:00:00+00:00 Sarashina2.2-TTS: Tackling Kanji Polyphony in Japanese Speech Generation via Data Scaling and Targeted Data Synthesis https://ax-news.com/?article=27812453 AX-NEWS en 2026-06-25T04:00:00+00:00 The Interplay of Harness Design and Post-Training in LLM Agents https://ax-news.com/?article=27812456 AX-NEWS en 2026-06-25T04:00:00+00:00 Cliff Tokens: Identifying Single-Token Failure Triggers in LLM Mathematical Reasoning https://ax-news.com/?article=27812457 AX-NEWS en 2026-06-25T04:00:00+00:00 Evaluating LLMs on Real-World Software Performance Optimization https://ax-news.com/?article=27812462 AX-NEWS en 2026-06-25T04:00:00+00:00 Space-Efficient Language Generation in the Limit https://ax-news.com/?article=27812466 AX-NEWS en 2026-06-25T04:00:00+00:00 Natural Ungrokking: Asymmetric Control of Which Rules Survive Pretraining https://ax-news.com/?article=27812467 AX-NEWS en 2026-06-25T04:00:00+00:00 Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models https://ax-news.com/?article=27812711 AX-NEWS en 2026-06-25T04:00:00+00:00 Fox in the Henhouse: Supply-Chain Backdoor Attacks Against Reinforcement Learning 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