Explainable AI in education is essential for maintaining human oversight as AI tools become more prevalent in teaching and learning. This report examines how transparency and explainability foster trust, ensure legal compliance, and preserve human agency. By understanding different stakeholder needs and developing specific competencies, educators can implement AI systems