The advent of artificial intelligence (AI) presents a tremendous opportunity to reimagine and revitalize art education. AI provides art educators with exciting new tools to cultivate creative expression, critical thinking, and social awareness in the next generation of artists and consumers of visual culture. This timely review takes a close look at how AI-enabled technologies can enhance art pedagogy and curriculum. From harnessing data analytics to discern successful teaching methods, to utilizing immersive media like Virtual Reality and Augmented Reality to amplify student engagement, AI is here to reinvent all aspects of art education. Additionally, as this review discusses, AI can help address issues of equity and social justice in art education through personalized instruction and emerging platforms that give voice to marginalized populations. While art educators must carefully examine the ethical implications of these rising technologies, AI’s potential to nurture creative individuals is truly exciting. The review concludes by underscoring the need to examine the potential challenges associated with the use of AI in art education to ensure its alignment with promoting an inclusive learning environment.