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Peninsula School District · Gig Harbor, WashingtonOpen source · free to run
Peninsula AI
PreprintArxivApr 25, 2024

The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters Exam Performances

Allen Nie, Yash Chandak, Miroslav Suzara, Malika Ali, Juliette Woodrow, Matt Peng, Mehran Sahami, Emma Brunskill, Chris Piech

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What follows is our summary, written for district staff. It is not the paper. If this is going to inform a decision, read the original.

The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters Exam Performances

Article Summary

Students taking an online coding class were randomly assigned to a group with access to an LLM or a control condition. Using the LLM was associated with higher scores; however, engagement as a whole declined, particularly the group that had access to the LLM.