The Missing Evaluation Axis: What 10,000 Student Submissions Reveal About AI Tutor Effectiveness
概要
arXiv:2605.05648v1 Announce Type: cross Abstract: Current Artificial Intelligence (AI)-based tutoring systems (AI tutors) are primarily evaluated based on the pedagogical quality of their feedback messages. While important, pedagogy alone is insufficient because it ignores a critical question: what…