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SE Radio 582: Leo Porter and Daniel Zingaro on Learning to Program with LLMs : Software Engineering Radio

Oct 02, 2023 - se-radio.net
Dr. Leo Porter and Dr. Daniel Zingaro, authors of the book "Learn AI-Assisted Python Programming," discuss the use of large language models (LLMs) in teaching programming with host Jeremy Jung. They explore the benefits of GitHub Copilot, such as its ability to de-emphasize syntax errors and reduce the need for API memorization. They also emphasize the importance of students writing manual test cases and discuss the ethical implications of relying on commercial tools in education.

The authors believe that LLMs can have a positive impact on coursework and are not concerned about potential cheating issues. They also discuss their book, which is used in Leo's introductory computer science class, and share their thoughts on the future of programming education. Related topics include the use of AI in education and the role of large language models in programming.

Key takeaways:

  • Dr. Leo Porter and Dr. Daniel Zingaro have co-authored a book called 'Learn AI-Assisted Python Programming' which focuses on teaching programming with the help of large language models (LLMs).
  • They believe that tools like GitHub Copilot can help reduce syntax errors and the need to memorize APIs, making learning programming easier for beginners.
  • They encourage students to write manual test cases and discuss the ethical concerns of relying on commercial tools in education.
  • Despite potential concerns, they are not worried about students cheating with LLMs and believe these tools can have a positive impact on coursework.
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