PReSS: An Automated Black-Box Framework for Evaluating Political Stance Stability in LLMs

Shariar Kabir, Kevin Esterling, Yue Dong

Existing evaluations of political bias in large language models (LLMs) typically classify outputs as left- or right-leaning. We extend this perspective by examining how ideological…