SimulacraBench: NeurIPS 2026 competition to benchmark AI population simulation

sanmikoyejo · x · 2026-08-18

SimulacraBench is a NeurIPS 2026 competition designed to test how well AI models can predict survey responses and behavioral outcomes. It addresses data contamination by using three unpublished instruments from UNHCR, UNICEF, and the World Bank, covering 40,000 respondents across 14 countries with 0% overlap in the pretraining corpus. The starter kit is now live.

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