Free association

The Confusion Atlas

Cloudflare-native cognition capture app

AI safety

Cognitive task

Captured cognition confusion type, emotional response, attempted strategy, and resolution path

Local atlas

Cognition dashboard

0signals

0public

0avg confidence

0msmedian latency

Submit a signal to see the first reflection.

Commons loop

Recent signals

Cloudflare deployment

D1 for submissions, Vectorize for semantic clustering, Workers AI for “common confusion” summaries, Analytics Engine for trends, and Turnstile for anti-spam