New Zealand teachers' union warns that while AI marking has achieved 80% agreement with human markers in NCEA tests, full automation poses risks to educational integrity and professional learning. The union advocates for a hybrid model where AI assists teachers rather than replacing them, arguing that teacher involvement in marking is essential for understanding standards and maintaining assessment fairness.