Instruction-Tuned Language Models Cannot Sample from Distributions They Can Describe

Chaemin Jang, Dongman Lee, Jihee Kim

Silicon sampling uses language models as proxies for human survey respondents, treating each model call as an independent draw from the persona's response distribution. We show thi…