Teacher-AI collaboration is studied in ai-team-teaching-talk-analytics, teacher-ai-competency, ai-pedagogical-accompaniment-amico, and genai-can-harm-teaching-rct-2026: AI tools reshape teacher workflows, and their effects on students depend on teacher skill and training (faculty-development, teacher-ai-coagency).