Why LLMs Give In: Conversational Factors and Reasoning Behind Medical Sycophancy

Kaike Ping, Buse Çarık, Caleb Wohn +3

Large language models can answer a medical question correctly and still abandon that answer when a user pushes back. We study this failure as medical sycophancy and ask when models…