Teachers need to be scientists themselves, experimenting and measuring the impact of powerful AI products on education.

It can take years to collect evidence that shows effective uses of new technologies in schools. Unfortunately, early guesses sometimes go seriously wrong.

You need to judge what you have learned to decide how hard to work on learning that material in the future. How accurate are those judgments?