AI News

SuPER-Mamba: Surprisal Prioritization for Extended-Context Routing in Mamba (arxiv.org)

REEL: Learning to Retrieve, Evaluate, and Evolve Visual Memory for Any Long-Horizon Multi-Shot Video Generation (arxiv.org)

Towards Cost-Efficient Video Dataset Construction with Large Language Models (arxiv.org)

Langevin Flow Maps: Efficient Molecular Dynamics and Transition Path Sampling (arxiv.org)

The Teacher Is a Direction, Not a Destination: Extrapolating RL-Induced Representation Residuals in On-Policy Distillation (arxiv.org)

NeuronSifter: An Agent-in-Twin for Prioritizing Central Nervous System Interventions with World Action Models (arxiv.org)

AeroChem: Closed-loop Physics-Informed State Space Modeling for Long-term Chemically-Reactive Air Quality Forecasting--Extended Version (arxiv.org)

Integrating Feature Understandability into Feature Selection for Human-Centred Tabular Explanations (arxiv.org)

Answer It or Not? Towards Prompt-Adapted Adversarial Images on Vision Language Models (arxiv.org)

MixLID: Token-Level Language Identification in Mixed-Language Text (arxiv.org)

Verifier-Harness Co-Evolution for Training-Free Self-Improvement on Open-Ended Tasks (arxiv.org)

RAN-JEPA: An Action-Conditioned World Model for Energy-efficient Mobile Network Control (arxiv.org)

TacitVLA: Reasoning Vision-Language-Action Models Without Reasoning Latency (arxiv.org)

REA: From Correct LLM Judgments to Safe Decision Delivery (arxiv.org)

An FPGA-Based Spiking Neural Network for Spatiotemporal Pattern Learning and Classification (arxiv.org)

Large Language Models Extend Known Research But Do Not Create New Research Directions (arxiv.org)

Reading Right, Acting Wrong: Diagnosing Decision Failures of System One Models in Agent Loops (arxiv.org)

SchemaWeaver: Accelerating On-Device Mobile Agentic AI via Schema-Guided Parallel LLM Decoding (arxiv.org)

Agency as a New Organizing Abstraction for Computer Science (arxiv.org)

Generalizable field of view extension for diffusion MRI via conditional flow matching (arxiv.org)

Learning to Play: Reinforcement Learning and Games (arxiv.org)

EPOCH: Coverage-Aware Evolution with Experiential Preference Optimization for LLM-based Automated Heuristic Design (arxiv.org)

Get In, Decide, Prove: A Merchant-Side Readiness Benchmark for Agentic Commerce (arxiv.org)

What Makes a Latent Space Shared? Direct and Recoverable Compatibility in Motion VAEs (arxiv.org)

When Goals Leak Across Relationships: How Cached Goal Representations Shape Cross-Client Decisions (arxiv.org)

Beyond Black Boxes: Visual Grounding for Text Embeddings (arxiv.org)

Budgeted KV-Cache Repair for Evolving Contexts (arxiv.org)

Do Theorem Provers Need Theorem-Proving Agents? mini-Lean-agent: A Coding-Agent Baseline for Lean (arxiv.org)

Beyond Successful Play: Diagnosing Opponent Modeling in Large Language Models (arxiv.org)

Reliable Text-to-SQL in Resource-Constrained Settings with Small LLMs via Iterative Retry Workflows (arxiv.org)

The Agent Knew: Internal States Forecast Unauthorized Actions and Stop Them, and the Lies That Follow (arxiv.org)

Towards Resilience: Slice-Driven Orchestration of Mobile IoMT in 6G-Edge-Continuum (arxiv.org)

PhysCodeGym: Benchmarking Coding Agents for Physically Verifiable 4D Reconstruction (arxiv.org)

RL Post-Training Diffusion Language Models Along Their Own Generation Paths (arxiv.org)

Logit Leakage through Floating-Point Bias Addition (arxiv.org)

HASTE: Hierarchical and Attribute-aware Supervision for Generative Recommendation (arxiv.org)

claimcheck: Measuring and Improving Specification Faithfulness (arxiv.org)

Reasoning for Propaganda Detection via Label-Guided CoT Optimisation (arxiv.org)

On the Statistical Mechanics of Attention (arxiv.org)

Thinking Outside the Bots: Human Ideas in AI's Semantic Blind Spots Are Not Inferior (arxiv.org)

Joint Embedding with Dynamic Integration network (JEDI-net) (arxiv.org)

StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions (arxiv.org)

Imaging-anchored Multiomics in Cardiovascular Disease: Integrating Cardiac Imaging, Bulk, Single-cell, and Spatial Transcriptomics (arxiv.org)

Tracking large chemical reaction networks and rare events by neural networks (arxiv.org)

Reinforcement Learning from Real-Robot Interaction without High-Quality State Estimates (arxiv.org)

A Geometric Perspective on Reward Function Updates in Inverse Reinforcement Learning (arxiv.org)

PLDiv: Measuring Dataset Diversity and Semantic Collapse via Persistence Landscapes (arxiv.org)

Pick the Mixture, Not the Samples: Combinatorial Data Selection for LLMs (arxiv.org)

Contrastive Covariance Subspaces for Activation Steering (arxiv.org)

OPMD: On-Policy Mechanism Distillation Beyond Output Supervision (arxiv.org)