CS50, the World’s Most Popular Online Programming Class, Turns to AI for Help

“The world’s most popular online learning course, Harvard University’s CS50, is getting a ChatGPT-era makeover,” reports Bloomberg:

CS50, an introductory course in computer science attended by hundreds of students on-campus and over 40,000 online, plans to use artificial intelligence to grade assignments, teach coding and personalize learning tips, according to its Professor David J. Malan… Even with more than 100 real-life teaching assistants, he said it had become difficult to fully engage with the growing number of students logging in from different time zones and with varying levels of knowledge and experience. “Providing support tailored to students’ specific questions has been a challenge at scale, with so many more students online than teachers,” said Mr Malan, 46.

His team is now fine-tuning an AI system to mark students’ work, and testing a virtual teaching assistant to evaluate and provide feedback on students’ programming. The virtual teaching assistant asks rhetorical questions and offers suggestions to help students learn, rather than simply catching errors and fixing coding bugs, he said. Longer term, he expects this to give human teaching assistants more time for in-person or Zoom-based office hours…

Mr Malan said CS50’s use of AI could highlight its benefits for education, particularly in improving the quality and access of online learning — an industry that Grand View Research forecasts to grow to $348 billion by 2030, nearly tripling from 2022. “Potentially, AI is just hugely enabling in education,” he said.


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