AI hallucinates — structurally, not by accident: current generative models cannot be guaranteed hallucination-free.
When it gets it not-right, a human carries it. For that person, scrutiny is no longer the overhead around the job. Scrutiny is the job — to be done by method, not by vibes. These twelve rooms hold the method, and the record it was derived from.