What Counts As Learning?

A worksheet score has never been learning. It has always been a proxy — a stand-in we accept because, in a world without generative AI sitting next to every student, the proxy and the underlying thing moved together closely enough that we stopped noticing the gap. Practice performance tracked mastery well enough, for long enough, that we built entire grading systems on the assumption that they were nearly the same thing.