Charles E. Binkley, director of bioethics at Santa Clara University’s Markkula Center for Applied Ethics, describes some critical ethical issues raised by the use of artificial intelligence (AI) and machine learning (ML) systems for clinical decision support in medicine. Dr. Binkley calls for resolution of these issues before these emerging technologies are widely implemented.