The Verifier Tax: Horizon Dependent Safety Success Tradeoffs in Tool Using LLM Agents

Tanmay Sah, Vishal Srivastava, Dolly Sah +1

We study how runtime enforcement against unsafe actions affects end-to-end task performance in multi-step tool using large language model (LLM) agents. Using tau-bench across Airli…