Educator breaks down Maryland in-class AI study: why school-built AI assistants fail

Afinetheorem · x · 2026-10-14

The author opens a 10-tweet thread answering questions about the University of Maryland in-class AI study. Core takeaway: designing AI assistants for learning takes real care. Drawing on three years deploying in-class AI at hundreds of schools, he lists bad patterns that university-built tools fall into all the time — many stuck at a 2023-demo level — and argues schools should steal lessons from mature products rather than build their own.

Related event: Maryland Study: In-Class AI Cut Grades by 4 Points, Used by Only 14.6%(2 posts)→

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