The federal government is now directly intervening in AI workforce preparation, signaling that job displacement from AI is no longer a theoretical concern but an immediate policy priority. By funneling WIOA funding into AI skills training, DOL is essentially admitting that traditional job retraining programs are inadequate for the pace of AI-driven change. This framework will likely become the template for how other nations approach mass workforce transition, making AI literacy a basic requirement for employment rather than a competitive advantage.