ProbGuard: Proactive Runtime Monitoring for LLM Agent Safety via Probabilistic Prediction

Haoyu Wang, Christopher M. Poskitt, Jiali Wei +1

Large Language Model (LLM) agents increasingly operate across domains such as robotics, virtual assistants, and web automation. However, their stochastic decision-making introduces…