AI News

Beyond Directed Acyclic Graphs: Causal Zeros and Causal Differential Equations (arxiv.org)

EchoBridge: Long-Tail-Aware ECG-Echocardiography Text Alignment for Echocardiography-Derived Cardiac Findings (arxiv.org)

Commitment To Cooperation With Self-Negotiated Contracts (arxiv.org)

Reason-Mediated Behavioral Models for Auditing LLM Social Simulators (arxiv.org)

SetGo: Metadata Readiness for Scientific AI Datasets (arxiv.org)

A Vocabulary for Multi-Agent Automated Research Systems (arxiv.org)

Bitcoin Price Direction Prediction via Regime-Aware Multi-Modal Fusion of Social Sentiment and Technical Features (arxiv.org)

Distributional Split Criteria for Random Forests: Extensions, Shrinkage, and the Robustness of Mean Splitting (arxiv.org)

Robustness and Cybersecurity in the EU Artificial Intelligence Act (arxiv.org)

AutoCluster, AutoTopicModeling, AutoTrendAnalysis: A Complete AutoML Pipeline for Predicting Emerging Trends (arxiv.org)

Cost-Aware Recovery-Pathway Identification and Bayesian Optimization for Autonomous Materials Discovery (arxiv.org)

Bayesian Feature Extraction using Gaussian and Diffused-gamma Priors for High Dimensional Spatio-Temporal Data (arxiv.org)

TRACE-CTI: Auditable Post-Extraction Governance of TTP Claims with Knowledge Graphs (arxiv.org)

From Score Learning to Discretized Sampling: An End-to-End Generalization Analysis of Diffusion Models (arxiv.org)

WCM: World-Cognition Model for Generalizable Human-Robot Interaction (arxiv.org)

Beyond Shapley: An Influence-Based Data Auditing Pipeline for LLM Alignment and Evaluation (arxiv.org)

ADAGE: A Language-Agnostic Pipeline for Analogical Reasoning Evaluation (arxiv.org)

Scaling GUI Agents with Visual State Transitions (arxiv.org)

SAGE: Safety-First Defense-in-Depth Guardrails for Verified Lifecycle Control of High-Impact Generative AI (arxiv.org)

Attention-Guided Layer Selection for Contrastive Decoding in Large Language Models (arxiv.org)

MemChain: Learning Interpretable Memory Traces for Memory-Augmented LLM Agents (arxiv.org)

On the Impossibility of Unbiased and Length-Invariant Policy Optimization with Outcome Rewards (arxiv.org)

CAPT: A Multi-task Continuous Autoregressive Transformer enabling Cross-dataset and Cross-species Transfer for Calcium Population Dynamics (arxiv.org)

Action-Sufficient Goal Representations (arxiv.org)

Spatial Prediction of Soil Microplastics and Organic Matter Using Graph Attention Networks (arxiv.org)

Choosing a Text Embedding Model: A Practical Benchmarking and Decision Framework (arxiv.org)

Scale Weight Decay and Train Better (arxiv.org)

Asymmetric Hierarchical Anchoring for Robust Audio-Visual Cross-Modal Generalization (arxiv.org)

Learning When to Reason for Text-to-SQL via SFT and DPO (arxiv.org)

MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models (arxiv.org)

FedTaste: Topology-Aware Structural Transfer for Multimodal Federated Learning with Missing Modalities (arxiv.org)

An Empirical Study of Feature Selection Granularity (arxiv.org)

MIME: Multimodal Interactive Motion Encoder (arxiv.org)

Falsifiable Commitment Planning for Self-Correcting Web Agents (arxiv.org)

Risk Governance for Generative AI Mental Health Support: A Multi-Turn Safety Architecture (arxiv.org)

HiLLTS: Zero-Shot Hierarchical LLM-Guided Traffic Signal Control for Sustainable Transportation (arxiv.org)

Characterisation of Density-based FM generation methods in the context of Information Fusion (arxiv.org)

An Ontology for Machine Learning Interatomic Potentials (arxiv.org)

Task-Conditional Faithfulness Auditing of Multimodal LLMs for Grid Diagnosis (arxiv.org)

An Interactive Vision Language Platform for Cognitive Remediation in Schizophrenia (arxiv.org)

Music-Source-Separation-Training (MSST): A Unified Framework for Training and Evaluating Music Demixing Models (arxiv.org)

EditCLEVR: A Paired-Scene Intervention Benchmark for Compositional Faithfulness of Object-Centric Representations (arxiv.org)

Spatial-IQ: Deconstructing Spatial Intelligence via Hierarchical Capability Tests (arxiv.org)

SeekJudge: A Practical Reward Framework for Reinforcement Learning in Computer-Use Agents (arxiv.org)

Unsupervised Graph Representation Learning with Complementary View Alignment (arxiv.org)

CRAFT: Learn the Schema, Execute the Plan (arxiv.org)

Do Diagrams Help Large Language Models Reason? Evidence from Syllogistic Reasoning (arxiv.org)

Execution-Grounded Security Testing for Coding Agents in Software Engineering Pipelines (arxiv.org)

Bayesian Repetition Penalty: A Principled Adjacent-Conditional Framework for Reversing Attention Collapse in Autoregressive Language Models (arxiv.org)

Nesterov acceleration in optimizing over probability measures (arxiv.org)