AI News

Input-Conditioned Search for Efficient Test-Time Scaling of Recursive Reasoners (arxiv.org)

Rethinking Quality in Large Language Model Routing: Security-Conditioned Model-and-Budget Selection (arxiv.org)

Configuring RAG Systems: What Breaks, Where Originates, and How to Fix (arxiv.org)

Order-Consistent Latent Geometry for Reliable Short-Horizon Planning in World Models (arxiv.org)

Agentic4PDM: Host-Governed Evidence Admissibility for Industrial Fault Diagnosis (arxiv.org)

Beyond the Verdict: Agentic Code Judging with Verifiable Feedback (arxiv.org)

Jeva: System One Models from First Principles (arxiv.org)

BLADE: Auditing Information Use for Failure Attribution in LLM Multi-Agent Systems (arxiv.org)

Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents (arxiv.org)

Cross-Market Meta-Learning for Electricity Price Forecasting (arxiv.org)

Self-Evolving Agent Harness (arxiv.org)

Read the Room Before Your Model Generates (arxiv.org)

Who Improves the Robot? Toward Physical Recursive Self-Improvement (arxiv.org)

MFG: Multi-turn Feedback Guided Molecular Optimization (arxiv.org)

AesCode: Aesthetic Code Generation with Decoupled Cross-Modal Rewards (arxiv.org)

Selective Knowledge Control for Continual GUI Agent Learning over Application Streams (arxiv.org)

Dependency, Compression, and Synergy: A Unified Information-Theoretic View of Multimodal Learning (arxiv.org)

MRFlow: Mechanism-Structured Residual Flow Matching for Virtual Cell Perturbation Prediction (arxiv.org)

Mitigating Black-Box Score-Based Query Attacks via Gradient Confusion (arxiv.org)

Learning to Detect Shifts in Unstructured Data Streams via Monitoring-by-Betting (arxiv.org)

Event-Centric Earthquake Monitoring with a Multi-Station Transformer (arxiv.org)

Bottlenecked semantic compression by representation reconstruction (arxiv.org)

Why Agentic Workflows Fail: A Taxonomy Derived from Literature and Empirical Data (arxiv.org)

ClearNav: Perception-Aligned Quadrotor Flight Using Differential-Physics (arxiv.org)

TStruct: Learning Shared Temporal Structures for Long-Term Time-Series Forecasting (arxiv.org)

Cross-Lingual Transfer of Evil Vectors Is Directionally Asymmetric (arxiv.org)

Evaluating the Causal Faithfulness of SHAP as a Candidate Attribution Method for SAE Features (arxiv.org)

Visual Dependence Does Not Imply Answerability: A Systematic Analysis of Answerability Signals in Frozen InstructBLIP (arxiv.org)

DriveWLA: Unifying Future Dynamics and Scene Semantics through World-Language-Action Modeling for Autonomous Driving (arxiv.org)

SpecCloak: Probing Harmful Code Generation through Engineering Specifications (arxiv.org)

LinMorph: Learning to Morph Weights for Efficient Video DiT Linearization (arxiv.org)

CineMem: Attention-Aligned Fine-grained Memory Retrieval for Multi-Shot Long Video Generation (arxiv.org)

GLST: Global-Local Spatio-Temporal Memory Decomposition Framework for Online Chained-Goal Navigation (arxiv.org)

MERIT: Multimodal Evidence Reasoning over Image Tables (arxiv.org)

AI-Enhanced Hyperspectral Imaging for Intraoperative Detection of Low-Grade Glioma: A Clinical Study (arxiv.org)

HaloBlock: Faster and Better Decoding for Diffusion Large Language Models (arxiv.org)

DTScribe: Generating Models for Digital Twin Reporting using Local Large Language Models (arxiv.org)

FETALFusion: Resolution-Aware State-Space Modeling for Multi-Domain Fetal Head Segmentation (arxiv.org)

Virtual Head Attention (arxiv.org)

How Reliable Are Large Language Models for Soil Organic Carbon Assessment? An Australian Benchmark (arxiv.org)

Reset Early, Reset Often, Eliminate Models (arxiv.org)

TextualRL: Textual Reinforcement Learning for Context Management (arxiv.org)

A Controlled Evaluation of Curvature Inspired Scalar Feature Scaling for Domain Generalization (arxiv.org)

Holding Agents Accountable with Verifiable Agent Insurance (arxiv.org)

Heading Hierarchy Reconstruction for Complex and Long Documents with Level-Wise Multimodal Memory (arxiv.org)

LiFUSE: Frequency-Spatial Unified Self-Supervised Pretraining for Liver Disease Analysis on Non-contrast CT (arxiv.org)

FALLNEST: Dual-Domain Dataset Condensation of Imbalanced IMU Data for Wearable Fall Detection (arxiv.org)

Unlocking Token Rewards via Training-Free Reward Attribution (arxiv.org)

ST-GRU PredRNN-V2: A GRU-Based Reformulation of PredRNN-V2 for Video Prediction (arxiv.org)

Tiny Recursive Message Passing (arxiv.org)