Benchmarking AI Tutors: From Answer Correctness to Pedagogical Guidance
Why solver-style benchmarks fail for education, what recent tutoring benchmarks show, and how we should evaluate AI Tutors as guidance systems rather than solution engines.
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Notes on AI agents, evaluation, and project-based research formation at London AI School.