DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring

Sayantan Pal, Kaiyi Ji, Rohini K. Srihari

Fluent guidance is not the same as useful intervention. LLM tutors are typically trained to generate the next teacher utterance, implicitly assuming that every student turn warrant…