David Price, MD, and fellow colleagues recently published a research study entitled "Machine Learning to Identify Clusters in Family Medicine Diplomate Motivations and Their Relationship to Continuing Certification Exam Outcomes: Findings and Potential Future Implications" in the Journal of the American Board of Family Medicine (JABFM). This study explores opportunities withing the AI space to enhance the efficiency of medical specialty boards.