Brian Formento

Intent-Preserving Adversarial User Simulation for Multi-Turn Agent Evaluation

Multi-turn agents are commonly evaluated with LLM-based simulated users, which can be overly cooperative and can therefore overestimate an agent's performance. We here introduce StressSim, an intent-preserving adversarial user simulator framework for stress-testing agents with challenging yet valid user interactions. S...