Three moves, in the right order.

AI literacy starts with the people who sign the policies. Boards, superintendents, and cabinets build real fluency first, so every later decision is made by leaders who understand what they are deciding.

The fourth industrial revolution is a workforce story. Career-technical pathways, dual enrollment, and post-secondary planning that aim students at the jobs that will exist, not the ones that used to.

Transformation sticks when the people closest to students carry it. Inquiry-based learning, teacher leadership, and student agency, so the change outlives every contract and every administration.