TutorMoments: Do AI tutors know when to help and when to hold back?

# AI Tutors Need to Know When to Step Back The best tutors don't just answer every question—they know when students need to struggle a bit to really learn. Researchers at Hugging Face tested whether AI tutors could make this same judgment, deciding whether to give direct answers, hints, or let students work through problems themselves. The findings matter because AI tutoring systems are increasingly being used in schools, and getting this balance wrong could either frustrate students or prevent them from developing real problem-solving skills.