arXiv:2609.23039v1 Announce Type: cross Abstract: LLM-based AI systems answer political questions for hundreds of millions of people. Current audits…
Category: AI
From Concept Alignment to Causal Grounding: An Intervention Test of Chain-of-Thought Faithfulness
arXiv:2609.23065v1 Announce Type: cross Abstract: Chain-of-thought (CoT) can sound plausible yet be unfaithful to the model’s underlying reasoning. Most…
General Collaborative Intelligence: Architecting Cognition for Resilient Multi-Agent Ecosystems
arXiv:2609.22967v1 Announce Type: cross Abstract: Multi-agent unmanned systems are moving from isolated, ego-centric sensing toward collaborative…
Interpretable Multi-Hypersphere Deep Anomaly Detection for Open-set Supervised Anomaly Detection
arXiv:2609.23008v1 Announce Type: cross Abstract: Multi-class open-set anomaly detection requires a model to characterize the normal acceptance domain…
Automatic multimodal UX improvement recommendations from LLM agent user simulations
arXiv:2609.22971v1 Announce Type: cross Abstract: Evaluating user experience (UX) on live websites through user testing is expensive, subjective, and…
A Horizon-slicing Approach to Minimum Obstacle Displacement Planning for Robot Navigation
arXiv:2609.22974v1 Announce Type: cross Abstract: In this paper, we investigate the Minimum Obstacle Displacement Planning problem from a robot motion…
Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach
arXiv:2609.22981v1 Announce Type: cross Abstract: We present a dual-locking method for securing trained neural networks that combines key-driven index…
RewardVerse: Rubric-Guided Policy Optimization for Video Reward Modeling
arXiv:2609.22947v1 Announce Type: cross Abstract: Reinforcement learning (RL) is vital for optimizing video generation models, with a robust reward model…
Beyond Single-Model Injection: A Threat Model and Defense Architecture for Prompt Injection in Multi-Agent Systems
arXiv:2609.22949v1 Announce Type: cross Abstract: Existing prompt injection research focuses on single-model chatbot scenarios, where an attacker…
An Evolutionary Agentic Approach for Open-ended Image Quality Perception
arXiv:2609.22942v1 Announce Type: cross Abstract: Generative models are rapidly expanding image quality assessment (IQA) beyond traditional fidelity…