Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety

Vamshi Krishna Bonagiri, Ponnurangam Kumaragurum, Khanh Nguyen +1

As Large Language Model (LLM) agents increasingly operate in complex environments with real-world consequences, their safety becomes critical. While uncertainty quantification is w…