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silicon-sampling

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Code, data and receipts for "A Validity Ladder for LLM-Simulated Populations": a gate and four levels that test each use of a persona-simulated sample against human data, with a worked example on 28,800 PHQ-8 assessments and three published silicon samples.

  • Updated Oct 8, 2026
  • Python

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