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CodeAid: A classroom deployment of an LLM-based coding assistant

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CodeAid, an LLM-based programming assistant, aims to balance student learning with AI help. Co-created by Austin Z. Henley and Majeed Kazemitabaar, this tool provides non-direct responses to programming-related inquiries without revealing solutions. Deployed in a C programming class of 700, CodeAid underwent a comprehensive assessment to gauge its effectiveness in educational settings.

  • CodeAid uses GPT3.5
  • 700 students in study
  • 12-week deployment
  • 372 students used CodeAid
  • 8000 queries processed