FairTutor achieves 97.1% of premium pedagogical quality at 71.6% lower cost via equity-aware LLM routing and introduces the TutorAccessEval benchmark to measure access-tier gaps.
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FairTutor: Equity-Aware Pedagogical LLM Routing for Budget-Constrained AI Tutoring
FairTutor achieves 97.1% of premium pedagogical quality at 71.6% lower cost via equity-aware LLM routing and introduces the TutorAccessEval benchmark to measure access-tier gaps.