The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness.

Rose Niousha, Samantha Boatright Smith, Bita Akram, Peter Brusilovsky, Arto Hellas, Juho Leinonen, John DeNero, Narges Norouzi

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