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

arXiv:2607.25292v3 Announce Type: replace Abstract: 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 this draw does not exist: instr