Identifying the sources of ideological bias in GPT models through linguistic variation in output

Christina Walker, Joan C. Timoneda

Extant work shows that generative AI models such as GPT-3.5 and 4 perpetuate social stereotypes and biases. One concerning but less explored source of bias is ideology. Do GPT mode…