In his first address as vice president, JD Vance generated headlines for unambiguously pivoting US AI policy from “AI Safety” to one focused on realizing AI opportunities. In short, they observed that “higher AI exposure—whether stemming from the ChatGPT shock or broader AI evolution—is associated with longer work hours and reduced leisure time, primarily due to AI complementing human labor rather than replacing it.” The administration should consider something on the scale of the Civilian Conservation Corps to rapidly develop an AI education corps that can help teachers create AI literacy programs.