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Fast and Forgettable: A Controlled Study of Novices' Performance, Learning, Workload, and Emotion in AI-Assisted and Human Pair Programming Paradigms
This paper investigates the impact of AI-assisted programming (GitHub Copilot) versus human pair programming on novice programmers' performance, learning, workload, and emotional experiences. Findings indicate that while AI improves performance and reduces workload, human pairing fosters more positive emotional engagement and potentially better long-term learning retention, suggesting a need to re-evaluate traditional pair programming in education.