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At UCLA, academic technology teams partnered with the Teaching and Learning Center to analyze instructor user stories on media use within the Canvas LMS. With awarded OpenAI licenses, the teams leveraged AI to organize and code interview data, uncovering key insights into how media enhances lectures, assessments, student projects, and active learning. Through strategic prompt engineering, raw interviews were transformed into actionable themes.