S. Sankaranarayanan · 2026 · arXiv preprint
Requiring novices to explain AI-generated code before merging it cut failures on a later task without AI from 77% to 39%.
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Mitigating "Epistemic Debt" in Generative AI-Scaffolded Novice Programming using Metacognitive Scripts
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