Political Bias Audits of LLMs Capture Sycophancy to the Inferred Auditor

Petter Törnberg, Michelle Schimmel

Large language models (LLMs) are commonly evaluated for political bias based on their responses to fixed questionnaires, which typically place frontier models on the political left…