AI News

Parallelism Strategy Chaining for Fast Training Convergence (arxiv.org)

Robust Decentralized Federated Distillation via Multi-Modality Knowledge Collaboration (arxiv.org)

Protocol effects on feature-based hardware-Trojan detection across Trust-Hub families (arxiv.org)

FedRAW: Preserving Rare-Label Influence in Asynchronous Federated Learning (arxiv.org)

The Oversight Gap: What LLM Safety Monitors Miss, and Why It Is Not Capability (arxiv.org)

Stable-MM-R1: Anchoring Multimodal Reasoning Dynamics via Entropy-Guided Stratification (arxiv.org)

STAR-Pro: Stage-Wise Token Adaptive Reduction with Progressive Refinement for Efficient Large Vision-Language Models (arxiv.org)

SerenAI: State-transition system inspired by text-based world AI models (arxiv.org)

MARBO: Relational Belief Grounding for LLM Agents in Social Deduction Games (arxiv.org)

A Unified Policy Architecture (UPA): The Governance Kernel for Enterprise AI Operating Systems (arxiv.org)

Causal Attribution for Agentic Decisions: Estimators, Coupling, and a Traceability Specification (arxiv.org)

Personalizing LLM Agent Memory Using Biometrics (arxiv.org)

From Concentration to Differentiation and Back: Routing Effective Rank in MoE Reasoning Cohorts (arxiv.org)

REFINE: Trajectory Representation Learning via Closed-Loop Transcription -- Extended Version (arxiv.org)

Building Trustworthy Graph-Agentic RAG for Social Good: Architectures, Failure Propagation, and Assurance by Construction (arxiv.org)

AutoKD: Autonomous Knowledge Discovery (arxiv.org)

Predicting Wind Turbine Power Using Machine Learning and Weather Forecasts (arxiv.org)

SCIRIGOR:Evaluating Open-Ended Scientific Analysis Beyond Final Scores (arxiv.org)

Customer Relationship Intelligence: Integrating CRM and MDM for Enhanced Customer Engagement (arxiv.org)

MVFA: A Multi-View Text-Guided Multimodal Fusion LLM Adapter for Sentiment Analysis and Emotion Recognition (arxiv.org)

IIns-VAE+: A Robust Transfer Learning Framework for Environmental Identification in Wireless Sensing (arxiv.org)

Substrate-Portable Execution for Production LLM Workflows (arxiv.org)

CWF: A Collaborative Writing Framework for Personalized and Reliable Popular Science Writing (arxiv.org)

SAP: State-Guided Data Synthesis with Argument Provenance for Multi-Turn Tool Use (arxiv.org)

LayerRoute: Action-Conditioned Mixture-of-Layers Routing for Vision-Language-Action Policies (arxiv.org)

Generating Instance Generators in PDDL Planning (arxiv.org)

Explaining AI Agents Through Execution Traces (arxiv.org)

DAREBench: Deployment-Aware and Reliable Evaluation of Models as Agents (arxiv.org)

A Translational Note on AI Safety Evaluation (arxiv.org)

Generator-Independent Runtime Assurance under Partial Observation (arxiv.org)

Agentic Pressure: The Endogenous Entropy of Reliable Autonomy (arxiv.org)

MOAE: Multi-Objective Agent Evolution with Pareto-Preserving Search (arxiv.org)

Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Review (arxiv.org)

Behavioral Grammar: Detecting Adaptive Malware via Tiny Language Model Priors and Second-Order Temporal Analysis (arxiv.org)

The End of AI Exponentiation: Fluttering Inside and Outside AI Bubble (arxiv.org)

Multimodal Resource-Exhaustion Attacks on Vision-Language Models via Joint Pixel-Prompt Optimization (arxiv.org)

AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories (arxiv.org)

The Emerging AI Paper-Review Arms Race: Adversarial Co-Evolution in Scholarly Publishing (arxiv.org)

It Is Not My Code Anymore (arxiv.org)

Aegix Pulse: A Traceable Three-Stage Architecture for Personalized Content Generation and Context-Preserving Revision (arxiv.org)

Norms at a Price: Why RL-Based Alignment Can Promise Conditional Compliance at Best (arxiv.org)

AgentIdeaBench: Benchmarking Scientific Ideation in the Agent Era (arxiv.org)

FinCUABuild: Can Agents Build Reliable Benchmarks for Dynamic Financial Computer Use? (arxiv.org)

From Simulated Citizens to Simulated Deliberation: Challenges in Representation and Interaction (arxiv.org)

Quantile-Led Feature Extraction for Multi-Horizon Predictive Maintenance in Industrial Manufacturing Systems (arxiv.org)

Modus Tollens and Counterfactuals and Counterfactual Reasoning Based on Three Types of Negation (arxiv.org)

The Internal Anatomy of Strategic Choice in Large Language Models (arxiv.org)

CIT-CAD: Constraint Intent Tree-based CAD Code Generation and Verification (arxiv.org)

A Tool-Augmented, GPT-4 Chatbot for Real-Time Repository Data Analysis (arxiv.org)

RAFM-SER++: A Lightweight Multimodal Emotion Recognition Framework for Real-Time Behavioral Monitoring in Surveillance Systems (arxiv.org)