Artificial intelligence (AI) is profoundly impacting both the practice of health professionals as well as how such professionals are educated. All 21st century health professionals must be competent in the understanding, application, and evaluation of AI in their practice disciplines as well as their educational activities. The goal of this workshop is to help (a) health professions educators understand the state of the art of AI applied in their health-related discipline and (b) to develop a plan for using AI in their pedagogy.