School administrator Ivan Johnson argues that new education technologies, from 1950s television to MOOCs to smart boards, consistently fail to improve learning despite promises from vendors. He contends that what works in education—a skilled, present teacher with a small group of students—cannot be made cheaper without becoming worse, and warns that AI will likely follow the same pattern of overhyped failure.