In the coming years, the proliferation of artificial intelligence (AI) will lead to changes and challenges to many traditional practices in school music and beyond, particularly related to student assessment and grading. At the same time, the AI revolution may also facilitate new and exciting directions for assessment and differentiation in music education. In this article, I offer a range of considerations and suggestions for music educators seeking to teach music effectively and ethically in the age of AI.