Pairwise preference

The Misread Tone Lab

Cloudflare-native cognition capture app

AI safety

Cognitive task

Captured cognition negativity bias, ambiguity tolerance, projection, confidence, and repair choices

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 trials, Workers AI for message variants, Durable Objects for live friend-room experiments, and Analytics Engine for tone-confusion heatmaps