Robust for the Wrong Reasons: The Representational Geometry of LLM Robustness to Science Skepticism

Minjong Cheon

Large language models (LLMs) are increasingly consulted on contested scientific questions, raising the concern that they will sycophantically retreat from established consensus whe…