
AI Enters the Room Before Anyone Opens It
A human-first meeting protocol for protecting independent input, dissent, and named responsibility before AI compresses the room.
Archive
Long-form writing on the parts of artificial intelligence that are easiest to feel and hardest to measure.

A human-first meeting protocol for protecting independent input, dissent, and named responsibility before AI compresses the room.

A practical argument for making AI personalization contestable through provenance, scope, expiry, correction, and influence audits.