Maryland RCT: GPT-4o tutor offering left students 4 points lower, 15% used it

lmoroney · x · 2026-10-03

A University of Maryland randomized trial of 2,379 undergraduates offered a GPT-4o-based RAG tutor (Virtual Study Assistant) over instructor materials. Students offered the tutor scored 4 percentage points lower, platform engagement dropped sharply, and only 15% used it. Nearly 74% of requests sought direct answers or explanations; fewer than 1% asked for feedback on their own attempts. Most instructors kept direct-instruction mode. Lesson: measure what the tool replaces before rolling out AI tutoring.

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