Preprint
Sep 2026
AI literacy over tool design: a mixed-methods study of scaffolded versus unrestricted generative AI in programming education
It is argued that the appropriate response toGenerative AI is structural: assessment that grades the reasoning behind AI-assisted work, and AI literacy taught explicitly as a core skill.
Sepinoud Azimi
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