Calibration

The Bureaucracy Translator

Cloudflare-native cognition capture app

AI safety

Cognitive task

Captured cognition confusion points, misunderstood terms, step burden, and completion confidence

Local atlas

Cognition dashboard

0signals

0public

0avg confidence

0msmedian latency

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Commons loop

Recent signals

Cloudflare deployment

Workers AI for translation into plain language, D1 for anonymized friction points, Vectorize for recurring bureaucratic patterns, R2 for optional document snapshots, and Turnstile for upload protection