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GenAI literacy intervention boosts student comfort and critical use in CS courses

By PulseAugur Editorial · [1 sources] ·

A recent study evaluated "AI-Lab," a structured intervention designed to improve undergraduate students' understanding and use of generative AI in computer science courses. The intervention, which included pre-lab orientation, in-class critique of AI outputs, and homework reflections, was implemented across three CS courses and one engineering course. Results indicated that students reported increased openness to using GenAI for conceptual questions and homework, and greater comfort with its application in conceptual, debugging, and homework tasks. While overall self-reported homework and project use remained stable, debugging use increased, and students described more iterative prompting strategies and a more skeptical approach to AI-generated content. AI

IMPACT This study suggests that structured interventions can effectively improve students' critical engagement with generative AI tools in academic settings.

RANK_REASON The cluster contains an academic paper detailing a study on an educational intervention related to AI. [lever_c_demoted from research: ic=1 ai=1.0]

Read on arXiv cs.AI →

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →

GenAI literacy intervention boosts student comfort and critical use in CS courses

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The cluster contains an academic paper detailing a study on an educational intervention related to AI. [lever_c_demoted from research: ic=1 ai=1.0]
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COVERAGE [1]

  1. arXiv cs.AI TIER_1 English(EN) · Ethan Dickey, Andres Bejarano, Rhianna Kuperus, B\'arbara Fagundes ·

    A Scaffolded GenAI Lab in Early Undergraduate CS: A Mixed-Methods, Multi-Course Evaluation

    arXiv:2505.00100v2 Announce Type: replace-cross Abstract: Background and Context. Generative AI (GenAI) tools are increasingly used in programming courses, but we have limited evidence about how brief instruction can foster responsible, learning-oriented use. Objectives. We evalu…

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