Teachers Get Misconception Maps

Projection: classroom AI’s most valuable view may sit backstage. It can cluster anonymous reasoning into misconception maps, quote representative work, and preserve minority explanations for the teacher. No child ranking, no automated verdict—just a sharper picture of what tomorrow’s lesson needs to repair.