AI News

From Script to Semantics: Prompting Strategies for African NLI (arxiv.org)

Introduction to optimization methods for training SciML models (arxiv.org)

KForge: LLM-Driven Cross-Platform Kernel Generation for AI Accelerators (arxiv.org)

Outsmarting the Chameleon: Counterfactual Decoupling for Tactical OOD Shifts in Live Streaming Risk Assessment (arxiv.org)

Sparse-View Lung Nodule Volumetry from Digitally Reconstructed Radiographs via AReT: Anatomy-Regularized TensoRF (arxiv.org)

Efficient Hyperparameter Optimization for LLM Reinforcement Learning (arxiv.org)

Hierarchical RBF-KAN and RBF-SKAN Architectures for Multidimensional Function Approximation and Random Field Learning (arxiv.org)

Cross-Lingual Token Arbitrage: Optimizing Code Agent Context Windows via Local LLM Preprocessing (arxiv.org)

Agent Skills for Large Language Models: Architecture, Acquisition, Security, and the Path Forward (arxiv.org)

Coupled Local and Global World Models for Efficient First Order RL (arxiv.org)

Easy-to-Use Shielding for Reinforcement Learning (arxiv.org)

Perceive Before Reasoning: A Pre-Reasoning Perception Framework for Efficient and Reliable Proactive Mobile Agents (arxiv.org)

CP-Agent: Context-Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations (arxiv.org)

Weak Diffusion Priors Can Still Achieve Strong Inverse-Problem Performance (arxiv.org)

Signed Spiking Neuron Enabled by an Orthogonal-Easy-Axis Magnetic Tunnel Junction (arxiv.org)

DXA-Derived Skeletal Phenotypes and Hip Fracture Risk: A Backdoor-Adjusted Causal Analysis (arxiv.org)

Overlaying Governance: A Compositional Authorization Framework for Delegation and Scope in Agentic AI (arxiv.org)

Effect of Demographic Bias on Skin Lesion Classification (arxiv.org)

LEAP: Supercharging LLMs for Formal Mathematics with Agentic Frameworks (arxiv.org)

FFR: Forward-Forward Learning for Regression (arxiv.org)

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems (arxiv.org)

MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents (arxiv.org)

Think-Before-Speak: From Internal Evaluation to Public Expression in Multi-Agent Social Simulation (arxiv.org)

A Negative Result on Cross-Model Activation Transfer in a Pythia Multi-Hop Setting (arxiv.org)

Efficient ASR Training with Conversations that Never Happened (arxiv.org)

Distilling Answer-Set Programming Rules from LLMs for Neurosymbolic Visual Question Answering (arxiv.org)

PURGE: Projected Unlearning via Retain-Guided Erasure (arxiv.org)

Human-in-the-Loop Contextual Bandits for Short-Term Rental Dynamic Pricing: Structural Equivalence of Historical Warm-Up and Approval-Gated Live Learning (arxiv.org)

Trans GAN-WT: A Feature Extraction and Interactive Learning-Based Anomaly Detection Model for Wind Turbine Time Series Data (arxiv.org)

Low-Frequency Shortcuts in Texture-Driven Visual Learning (arxiv.org)

The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models (arxiv.org)

Humanoid-GPT: Scaling Data and Structure for Zero-Shot Motion Tracking (arxiv.org)

Uncertainty-Aware Clarification in LLM Agents with Information Gain (arxiv.org)

Quantifying Faithful Confidence Expression in Large Reasoning Models (arxiv.org)

Relational Linearity is a Predictor of Hallucinations (arxiv.org)

MAdam: Metric-Aware Multi-Objective Adam (arxiv.org)

MUSE: A Unified Agentic Harness for MLLMs (arxiv.org)

FlowGuard: Flow Matching for Identity-Independent Detection of Data-Free Model Stealing Attacks on Energy System Intrusion Detection Systems (arxiv.org)

dstack-capsule: Pod-Level Remote Attestation for Confidential Workloads on Kubernetes (arxiv.org)

Multi-component Causal Tracing in Large Language Models (arxiv.org)

A Nonmonotone Gradient-Based Algorithm for Symmetric Nonnegative Matrix Factorization and Graph Clustering (arxiv.org)

Towards Fair Graph Prompting: A Dual-Prompt Mechanism for Mitigating Attribute and Structural Bias (arxiv.org)

Grasp-Then-Plan with Failure Attribution: A Closed Two-Stage Framework for Precise and Generalizable Robotic Manipulation (arxiv.org)

RRISE: Robust Radius Inference via a Surrogate Estimator (arxiv.org)

TreeFlash: Parallel AR-Approximation for Faster Speculative Decoding (arxiv.org)

A Systematic Evaluation of Current Architectures in Wind Power Forecasting (arxiv.org)

Learning without training: The implicit dynamics of in-context learning (arxiv.org)

Using Reward Uncertainty to Induce Diverse Behaviour in Reinforcement Learning (arxiv.org)

From Long News to Accurate Forecast: Importance-Aware Fusion and PRM-Guided Reflection for Time Series Forecasting (arxiv.org)

DELTAMEM: Incremental Experience Memory for LLM Agents via Residual Trees (arxiv.org)