BASIL: Bayesian Assessment of Sycophancy in LLMs

Katherine Atwell, Pedram Heydari, Anthony Sicilia +1

Sycophancy (overly agreeable or flattering behavior) poses a fundamental challenge for human-AI collaboration, particularly in high-stakes decision-making domains such as health, l…