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University of Auckland, Auckland, New Zealand
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Students using text prompts outperformed their peers using voice input, highlighting the need for careful consideration of input modalities in programming education.
Deliberately injecting bugs into GenAI-generated code significantly enhances students' debugging skills and success rates in subsequent attempts.
