GenAI use in undergraduate software projects leads to four patterns of Comprehension Debt accumulation in students' code understanding, with one pattern where AI instead scaffolds deeper learning.
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AI-assisted data literacy benefits from a cognitive alignment framework that maps AI modes (transmissive or deliberative) to user demands (receptive or deliberative) to reduce passivity and friction.
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Comprehension Debt in GenAI-Assisted Software Engineering Projects
GenAI use in undergraduate software projects leads to four patterns of Comprehension Debt accumulation in students' code understanding, with one pattern where AI instead scaffolds deeper learning.
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Disrupting Cognitive Passivity: Rethinking AI-Assisted Data Literacy through Cognitive Alignment
AI-assisted data literacy benefits from a cognitive alignment framework that maps AI modes (transmissive or deliberative) to user demands (receptive or deliberative) to reduce passivity and friction.