Overstating Attitudes, Ignoring Networks: LLM Biases in Simulating Misinformation Susceptibility

Eun Cheol Choi, Lindsay E. Young, Emilio Ferrara

Large language models (LLMs) are increasingly used as proxies for human judgment in computational social science, yet their ability to reproduce patterns of susceptibility to misin…