7.2.8 Teacher Class List Answers -

For Sofia: "Answer: Movement breaks every 15 minutes. Make her the 'lab materials manager'—it channels the energy. Never say 'sit still.'"

The software wanted "answers." But to Miriam, a class list wasn't a multiple-choice test. It was a living, breathing ecosystem. 7.2.8 Teacher Class List Answers

Two months later, something unexpected happened. The district announced a pilot program: AI-generated seating charts based on teacher inputs. Miriam’s detailed notes made her class the test case. The algorithm analyzed her answers—not the canned drop-downs, but her real observations—and produced a seating chart that placed Jaylen next to a quiet coder, Sofia at a standing desk near the supply cabinet, and Marcus with a bilingual peer tutor. For Sofia: "Answer: Movement breaks every 15 minutes