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The AI Architect's avatar

Brilliant approach to the cheating problem. The engineered refusal concept really flips the script on how we think about AI tutors. What's interesting tho is whether students might eventually pattern-match the Socrtic questioning itself rather than developing genuine problem-solving intuition. Still, forcing that estimation step before solving is gold since it builds the number sense that keyword shortcuts completley skip.

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