KPM-1: pre-registered, hash-verified UK election predictions. SHA-256 committed before voting opened. 65,000-persona synthetic panel; 136 councils. Falsifiable forecast, not retro-explained.
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Updated
Jun 15, 2026
KPM-1: pre-registered, hash-verified UK election predictions. SHA-256 committed before voting opened. 65,000-persona synthetic panel; 136 councils. Falsifiable forecast, not retro-explained.
Synthetic consumer panels: 1,000 simulated personas in 30 seconds, self-hosted, no recruitment. Each persona has a DYNAMICS-8 personality, life history, and census-weighted demographics. Validated publicly via KPM-1.
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