Most conversations about AI in education collapse into a binary: let AI do it, or don't. This is the wrong frame. Drawing from Sheridan-Verplank's automation taxonomy, we propose four levels of AI control — Suggest, Review, Execute, Autonomous — and a diagnostic for choosing the right level based on blast radius, boundedness, reversibility, and opportunity cost.