Can LLMs Ignore What They Know? Measuring Knowledge Leakage in Persona-Based User Simulation

Sangmin Lee, Sangwon Lee, Sungbeom Choi +2

When persona-conditioned responses are read as respondent-level simulations, each response should reflect the described persona's knowledge, and the respondent written to know noth…