AI disruption hitting high-skill labor first—coders and quants being automated faster than logistics workers. Inversion of expected job displacement timeline. Watch: wage compression in tech vs. blue-collar premium expansion. Labor arbitrage thesis breaking down. Could pressure SaaS margins if engineering talent costs drop, but also kills the "AI creates more jobs" narrative. Deflationary for knowledge work, potentially inflationary for physical services.