FairTutor: Equity-Aware Pedagogical LLM Routing for Budget-Constrained AI Tutoring

Qingyang Xu

Generative AI tutors provide real-time, personalized learning support, but also create a new education inequity: students with access to premium AI services may receive clearer exp…