Teaching CS50 with AI: Leveraging Generative Artificial Intelligence in Computer Science EducationGlobalMSICC
In Summer 2023, we tailored a suite of AI-based software tools in CS1 at our university and deployed those tools to 70 students in a summer offering of the same, followed by thousands of students online. We allowed students by policy to use the course’s tools but not off-the-shelf alternatives like ChatGPT, GitHub Copilot, or the new Bing. Our goal was to approximate through software a 1-to-1 teacher-to-student ratio, equipping students with a pedagogically-minded subject-matter expert by their side at all times. We share in this work how the AI tools explained highlighted lines of code, improved students’ code style, and answered both content and administrative questions on a course’s discussion forum with 88% and 77% accuracy, respectively. The tools themselves were received positively by students, who noted they felt like they had “a personal tutor,” whereas tools like ChatGPT “would have definitely detracted from learning.” We present what we did and why we did it and offer recommendations for others’ adoption of generative AI.
Thu 21 MarDisplayed time zone: Pacific Time (US & Canada) change
13:45 - 15:00 | LLM - Teaching CS1/CS2Papers at Oregon Ballroom 204 Chair(s): Suzanne Matthews United States Military Academy | ||
13:45 25mTalk | Teaching CS50 with AI: Leveraging Generative Artificial Intelligence in Computer Science EducationGlobalMSICC Papers Rongxin Liu Harvard University, Carter Zenke Harvard University, Charlie Liu Yale University, Andrew Holmes Harvard University, Patrick Thornton Harvard University, David J. Malan Harvard University DOI | ||
14:10 25mTalk | Prompt Problems: A New Programming Exercise for the Generative AI EraGlobalCC Papers Paul Denny The University of Auckland, Juho Leinonen Aalto University, James Prather Abilene Christian University, Andrew Luxton-Reilly The University of Auckland, Thezyrie Amarouche University of Toronto Scarborough, Brett Becker University College Dublin, Brent Reeves Abilene Christian University DOI | ||
14:35 25mTalk | CS1 with a Side of AI: Teaching Software Verification for Secure Code in the Era of Generative AICC Papers DOI |