Tech leaders cut junior hiring assuming AI replaces them. History shows the catastrophic outcome: nuclear needs 20,000 workers after 20-year hiring freeze, electronics lost repair expertise making narrow TV-focused assumptions. But past revolutions also reveal what works - companies like IBM and Toyota maintained training during transitions. Practical guidance for executives reimagining roles, institutions redesigning curricula, and professionals navigating career choices in