AI RESEARCH

Surfacing Isolated Learners with Outcome-Independent Mediation of Feedback between Teachers and Students Using AI

arXiv CS.AI

ArXi:2605.29240v1 Announce Type: new AI-augmented classrooms generate rich teacher and student feedback before graded outcomes become available, yet these signals can be difficult to translate into timely instructional decisions. We propose an interpretable decision layer: a transparent mechanism that ranks