AgentPersonaBench: Benchmarking Persona-Driven User Simulation.

arXiv:2610.04379v1 Announce Type: new Abstract: We introduce AgentPersonaBench (APB), a benchmark evaluating whether persona conditioning faithfully steers downstream agent behavior. While language models are increasingly deployed for persona-driven user simul