For-profit players lead in building AI learning tools—but the history of ed tech points the way toward a different kind of future, Anne Trumbore writes.

Carnegie Mellon University has a well-earned reputation as one of the nation’s top schools for computer science. Its graduates go on to work at big tech companies, start-ups and research labs ...