One exciting aspect of "AI for education" is spinning up Bret Victor-style interactive visualizations of math/physics problems to build intuition. e.g. I solved this (easy) IMO-style math problem & then got Claude Code to make a simulator for it. Took <10mins.
See Bret Victor, "Simulation as a Practical Tool":
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