AI News

The Attribution-Compression Frontier in Retrieval-Augmented Generation (arxiv.org)

ATTRICITE: Training an Open 4B Model for Citation Recovery toward Faithful Attribution (arxiv.org)

Speak to the City: Multimodal Resolution for Outside-the-Vehicle References (arxiv.org)

Frame-Synchronous Hand Gesture Detection by Projected Winding Order (arxiv.org)

From Masking to Merging: Rethinking SpecAugment for Efficient Audio Spectrogram Transformer (arxiv.org)

Part Grounding, Not Action Knowledge: Locating the Bottleneck in VLM Affordance Prediction (arxiv.org)

From objective discovery to prediction of global ocean eco-provinces: A pathway for trustworthy learning (arxiv.org)

SpermYOLO: A Coordinated YOLO-Based Detector for Accurate and Efficient Sperm and Impurity Detection in Microscopic Images (arxiv.org)

AURA: Unified Multimodal Framework for Conversational Music Editing (arxiv.org)

A Multi-Resolution Multi-Domain Pre-Training Framework for Universal Traffic Forecasting (arxiv.org)

When Greedy Sampling Explores: KL-Regularized Contextual Bandits without Eluder-Dimension Dependence (arxiv.org)

Specification Oracles (arxiv.org)

Don't Count the Edits, Judge by the Outcome Alone: Reward-Based Evaluation for Grammatical Error Correction (arxiv.org)

LLaDA-UI: Bringing Block-wise Diffusion to Vision-Language GUI Agents (arxiv.org)

Multimodal-Multiresolution Foundation Model for Lunar Remote Sensing (arxiv.org)

Conflict-Predictive Variable Horizons in Multi-Drone Distributed Model Predictive Control (arxiv.org)

Forward-Facing Near-Infrared Adds Little to Colour for Farm-Machinery Traversability: A Site-Disjoint Evaluation of Sensor-Dependent Spatial Leakage (arxiv.org)

BEACON: Behavior and Appearance Control for Subject-Specific Video Generation (arxiv.org)

From Process Loss to Assembly Bonus: Human-Grounded Diagnosis of Multi-Agent LLM Collaboration (arxiv.org)

TryOnReward: Learning Foveated Consistency for Reinforcement Fine-Tuning of Virtual Try-On (arxiv.org)

ReCAST: Reward Credit Assignment across Timesteps for Online Diffusion Reinforcement (arxiv.org)

Sampling headroom is not selection gain: a compute-value audit of test-time scaling for video world models (arxiv.org)

(How) Do MLLMs Report Bistable Images Like Humans? (arxiv.org)

An Evolutionary Computation Framework for Multi-Agent Q-Learning with Mean-Field Environmental Feedback (arxiv.org)

Evaluation of MLLM-Agnostic Plug-and-Play Keyframe Selection Methods for Long Video Understanding (arxiv.org)

ShieldVLA: Feasibility-Aware Safety Alignment for Vision-Language-Action Models (arxiv.org)

LLaTSA: Large Language Model-Aligned General-Purpose Transient Stability Analysis (arxiv.org)

Vibe Patenting: Evaluating LLM Judges for Professional Patent-Drafting Agents (arxiv.org)

A Hybrid Dependency-Aware Framework for Task Decomposition and Dynamic Agent Generation in Oracle-to-PostgreSQL Migration (arxiv.org)

Toward Self-Adaptive Physical AI: Can LLM Agents Manage Long-Horizon Physical Tasks? (arxiv.org)

Carbon-Aware Routing for Function Calling in Edge-Cloud LLM Systems (arxiv.org)

LabAgent: Customize Any Research Hubs for Scientific Discoveries Using AI Agents (arxiv.org)

TimeThink: Eliciting Compositional Reasoning in Timeseries Large Language Models (arxiv.org)

Root-Cause Attribution Is a Search Problem: Continual Search for Long-Horizon Agent Failures (arxiv.org)

Governing at Machine Speed: An Adaptive Intelligence Architecture for Real-Time AI Policy Enforcement (arxiv.org)

OrchSLM: Probing the Dynamics of Small Language Model Orchestration (arxiv.org)

Fraglingo: Molecular Design via Attachment-Aware Autoregressive Fragment Generation (arxiv.org)

From Legal Text to AI-specific Risk Sources: A Systematic Analysis of the EU AI Act's High-Risk Requirements (arxiv.org)

Asclepius: An Adaptive Harness for Long-Horizon Clinical Agents (arxiv.org)

Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation (arxiv.org)

Is Bash All You Need? An Empirical Study of Tool Interfaces for Enterprise Digital Worker Agents (arxiv.org)

From Semantic to Token Communication: The Next Paradigm for Large-Model-Driven 6G Intelligent Connectivity (arxiv.org)

Multilingual Agent System for Inclusive Wildfire Evacuation Guidance (arxiv.org)

Natural-Language to SysMLv2 Translation via Conformance-Driven Iterative Refinement (arxiv.org)

Physically Aware Radiomics Without Interpolation: Disentangling Voxel Geometry and Signal Modification in CT and MRI (arxiv.org)

Generalization Can Emerge in Tabular Foundation Models From a Single Table (arxiv.org)

AutoTailor: Automatic, User-Aligned Capability Selection and Adaptation for Web Agents (arxiv.org)

Toward a Decision-Assurance Layer for AI-Assisted Flight Planning in Air Traffic Management (arxiv.org)

A Hybrid Agentic AI Framework for Intelligent Supply Chain Analytics (arxiv.org)

Surrogate-Assisted Genetic Programming with Phenotypic Characterisation in Dynamic Multi-Mode Project Scheduling (arxiv.org)