Benchmarks & Tests5 min read
AI in Education
AI tutors over-help by design. TutorMoments quantifies it
A benchmark built on 462 real tutoring sessions finds AI tutors default to doing the work for students. Explicit prompting helps, but models still struggle with the core judgment call: when to push, when to scaffold, when to step back.
2026-08-10