Pairwise preference

The Fairer Cut

map the population's fairness manifold.

AI safety

Cognitive task

Captured cognition an empirically-estimated social-welfare function — what people *actually* mean by "fair," not what philosophers assume

Local atlas

Cognition dashboard

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Commons loop

Recent signals

Cloudflare deployment

Pages, Workers, D1, Analytics Engine, Turnstile