arXiv:2509.23003v3 Announce Type: replace-cross Abstract: Mechanics-inspired neural dynamical models improve interpretability and physical consistency,…
HAFixAgent: History-Aware Agentic Program Repair
arXiv:2511.01047v4 Announce Type: replace-cross Abstract: Automated program repair (APR) has recently shifted toward large language models and agent-based…
A Theory of the Mechanics of Information: Generalization Through Measurement of Uncertainty (Learning is Measuring)
arXiv:2510.22809v2 Announce Type: replace-cross Abstract: Traditional machine learning relies on explicit models and domain assumptions, often limiting…
Preference-Conditioned Multi-Objective Reinforcement Learning for Tactical Decision Making in Heavy-Duty Vehicles
arXiv:2601.18783v3 Announce Type: replace-cross Abstract: A central difficulty in applying reinforcement learning to real-world applications such as…
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
arXiv:2506.11849v3 Announce Type: replace-cross Abstract: With origins in game theory, probabilistic values like Shapley values, Banzhaf values, and…
Towards a Measure Theory of Semantic Information
arXiv:2508.00525v2 Announce Type: replace-cross Abstract: A classic account of the quantification of semantic information is that of Bar-Hiller and…
Access Paths for Efficient Ordering with Large Language Models
arXiv:2509.00303v5 Announce Type: replace-cross Abstract: In this work, we present the \texttt{LLM ORDER BY} semantic operator as a logical abstraction…
LLMail-Inject: A Dataset from a Realistic Adaptive Prompt Injection Challenge
arXiv:2506.09956v2 Announce Type: replace-cross Abstract: Indirect prompt injection attacks exploit a fundamental weakness of LLMs: executing unauthorized…
UniConFlow: A Unified Constrained Flow-Matching Framework for Certified Motion Planning
arXiv:2506.02955v3 Announce Type: replace-cross Abstract: Generative models have become increasingly powerful tools for robot motion generation, enabling…
AI News Brief Hourly Summary 2026-10-13 05h : 13 posts
13 posts published in the last hour 02:32Breaking the Cloak! Unveiling Chinese Cloaked Toxicity with Homophone Graph and Toxic Lexicon 02:31Auditing Prompt Injection Defenses Before They Reach Users: What Strong Adversaries Reveal 02:31ReasoningShield: Safety Detection over Reasoning Traces of Large…
Breaking the Cloak! Unveiling Chinese Cloaked Toxicity with Homophone Graph and Toxic Lexicon
arXiv:2505.22184v3 Announce Type: replace-cross Abstract: Social media platforms have experienced a significant rise in toxic content, including abusive…
Auditing Prompt Injection Defenses Before They Reach Users: What Strong Adversaries Reveal
arXiv:2505.15738v3 Announce Type: replace-cross Abstract: Large language models are increasingly deployed in user-facing products that handle sensitive…
ReasoningShield: Safety Detection over Reasoning Traces of Large Reasoning Models
arXiv:2505.17244v3 Announce Type: replace-cross Abstract: Large Reasoning Models (LRMs) leverage explicit reasoning traces, known as Chain-of-Thought…
Omron to Acquire Industrial PC Maker OnLogic in Physical AI Push
Omron Corporation announced on October 12, 2026, that it has agreed to acquire Interlogic, Inc., the Vermont-based parent of U.S. industrial PC maker…
Heterogeneity-Aware Client Sampling for Optimal and Efficient Federated Learning
arXiv:2505.11304v4 Announce Type: replace-cross Abstract: Federated learning (FL) commonly involves clients with diverse communication and computational…
Active vs. Persistent Memory in AI: How AI Remembers, Retrieves, and Forgets
Active memory is the information an AI system has available for the task it is handling now. Persistent memory is information the surrounding application…
Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion
arXiv:2505.22193v2 Announce Type: replace-cross Abstract: Quantum Diffusion Models (QDMs) are an emerging paradigm in Generative AI that aims to use…
Provably Accurate Shapley Value Estimation via Leverage Score Sampling
arXiv:2410.01917v3 Announce Type: replace-cross Abstract: Originally introduced in game theory, Shapley values have emerged as a central tool in…