AI News

Retrieval, Scoring, and Decoding Shape Performance and Stability in LLM-based Conversational Recommendation (arxiv.org)

EDRAC: Benchmarking Arabic Dialect Reading Comprehension (arxiv.org)

KItCAT: Knowledge Injection via Input Corruption for Auto-regressive Training (arxiv.org)

Intelligent Edge Computing (arxiv.org)

AutoXRD: Autonomous LLM Agents and Comprehensive Evaluation for Powder Diffraction Analysis (arxiv.org)

Auditing Harness Tampering in Self-Improving Agents (arxiv.org)

Life Operators: a self-evolving framework for multiscale life modelling (arxiv.org)

Do Multimodal LLMs See Before They Read? Diagnosing Contextual Sycophancy (arxiv.org)

Zero-Shot Respiratory Sound Classification through LLM-Augmented Audio-Text Alignment (arxiv.org)

From Detection to Refusal: Safer LLMs via Circuit-Guided Weight Scaling (arxiv.org)

GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments (arxiv.org)

RAPIDMap: Rapid Multi-Agent Pipeline for Interpretable Disaster Mapping from Satellite and Street-view Imagery (arxiv.org)

Is Knowledge Distillation Actually Greener? A Case Study in Machine Translation (arxiv.org)

Online Regime-aware Calibration for Black-box Social Simulators via Posterior-assisted Evolutionary Dynamic Optimization (arxiv.org)

Auditing Frozen-Encoder Anomaly Detection Across Mechanical Systems: Representation Provenance, Calibration, and Protocol Effects (arxiv.org)

CADKnitter: Compositional CAD Generation from Text and Geometry Guidance (arxiv.org)

Probabilistic Multi-Agent Aircraft Landing Time Prediction (arxiv.org)

Web Price Extraction: State of the Art and an Adaptive Browserless Implementation (arxiv.org)

SinkPruner: Sink-Free Visual Token Pruning for Multimodal Large Language Models (arxiv.org)

Right Frame, Wrong Rule: Cultural Cues Expose the Financial Knowledge Gap They Were Meant to Close (arxiv.org)

mzCache: On-Device LLM Memory Management under Multitasking (arxiv.org)

DualStake: Dual-Path Confidence Calibration in Deep Research Agents (arxiv.org)

Context-Grounding Gains Are Mediated by Pre-existing Machinery: Auditing GRPO, SFT, and DPO (arxiv.org)

Direct Optimization of a 3D Finite-Source Reflector via Neural-Network Parameterization (arxiv.org)

Vision-Language-Guided Pseudo-Labels for Unsupervised Domain Adaptation in Semantic Segmentation for Waste Sorting (arxiv.org)

Sharp Mixed Spectral Barron Regularity of Coulombic Many-Electron Wave Functions (arxiv.org)

The Visual Insensitivity Gap: Diagnosing When Vision-Language Models Fail to Use Visual Evidence (arxiv.org)

LEAP: Likelihood Elicitation and Aggregation for LLM-based Probabilistic Forecasting (arxiv.org)

Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models (arxiv.org)

Exploring Collaboration between a language and a non-language agent (arxiv.org)

Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy (arxiv.org)

Does Reasoning Mitigate Backdoor Attacks? A Neuro-Symbolic Perspective (arxiv.org)

A Human-AI Theorem Connecting Spontaneous and Field-Induced Mechanisms of Collective Behavior in One Dimension (arxiv.org)

Cleaner Speech, Weaker Generalization: Revisiting Pitt-Derived Benchmarks for Alzheimer's Disease Detection (arxiv.org)

Building Expressive and Tractable Probabilistic Generative Models: A Review (arxiv.org)

Delegation Without Trust: An Empirical Gap Analysis of Identity, Authorization, and Runtime Governance in Multi-Agent LLM Systems (arxiv.org)

CoLT-Drive: Counterfactual Long-Tail Benchmarking and Knowledge-Preserving Adaptation for Driving Affordance Prediction (arxiv.org)

Don't Let the Model Write the YAML: Deterministic, Minimal-Diff GitOps Remediation from LLM-Proposed Field Changes (arxiv.org)

Rock, Paper, Scissors, ... Dynamite - A Model of Disruption from New Technologies (arxiv.org)

Distributed Implicit Harm: A Compositional Safety Blind Spot in MLLM-Based Video Moderation (arxiv.org)

Assessing Suicide Risk in Arabic Crisis Helpline Calls: A Comparison of Arabic and English Large Language Models (arxiv.org)

Do General NLP Embeddings Capture Ontological Reasoning? (arxiv.org)

Scientific Agent Skills: A Library of Procedural Knowledge for Research Agents (arxiv.org)

Medical Causal Hypothesis Verification with Large Language Models (arxiv.org)

A Formal Analysis of Agent Payment Protocols (arxiv.org)

CUDA-Harness: Harnessing Agentic CUDA Kernel Generation and Optimization from Natural Language (arxiv.org)

Behaviorally Grounded User Profiles from the Wild for Personalized Alignment and Multi-Perspective Reasoning (arxiv.org)

InteractBench: Benchmarking LLMs on Competitive Programming under Unrevealed Information (arxiv.org)

Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers (arxiv.org)

Can LLMs Discover Scientific Laws in Real and Parallel Worlds? (arxiv.org)