AI Skills for Everyone

Design a national strategy for building broad AI literacy and professional readiness. Include certification design, employer incentives, school curricula, retraining for workers, regional access, and safeguards against credential inflation. Compare a government-led certification model with private-sector training ecosystems, and explain how to measure whether an AI skills initiative is actually improving productivity and opportunity.