On the Political Bias of LLMs
by Joshua Daichi Dutton Abstract This paper examines the political alignment of ChatGPT outputs relative to user inputs using 443,843 real-world conversations from WildChat-1M. Text is scored via a bigram method calibrated on 118th Congress speech. OLS and instrumental variables estimates show that model outputs systematically reflect the partisan direction of user prompts while attenuating […]
