Anthropic analyzed 74,000 real teacher conversations and found educators are smartly using AI for administrative tasks while keeping creative control over actual teaching. Teachers delegate boring stuff like lesson plan prep and admin work to AI, which gives them more energy and face-time with students. This study shows AI is becoming like having a one-to-one tutor for every student, not just wealthy kids who could afford private tutoring.