Simulated Adoption: Decoupling Magnitude and Direction in LLM In-Context Conflict Resolution

Long Zhang, Fangwei Lin

Large Language Models (LLMs) frequently prioritize conflicting in-context information over pre-existing parametric memory, a phenomenon often termed sycophancy or compliance. Howev…