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Improving Student Outcomes in Introductory Physics

Collage AI was deployed for an entire semester in a large, introductory physics course at Harvard. Mean normalized gain rose from 0.26 to 0.42 — a 62% improvement — and 94% of students found Collage helpful for their learning.

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Case studies

Improving Student Outcomes in Introductory Physics

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