AI as tutor or shortcut: The difference may shape student learning

Generative AI use in classrooms shows varied effects on student performance. Homework scores increased significantly while completion times decreased substantially. However, closed-book exam scores declined, especially for students heavily relying on AI. PISA 2025 data suggests AI as a learning support, not a task substitute, is key. The challenge lies in redesigning assignments to foster genuine student thinking.