This is an audio version of a Review article from the June 2025 issue of JGME, "The Use of Artificial Intelligence in Residency Application Evaluation—A Scoping Review" by Maxwell D. Sumner, BS, T. Clark Howell, MD, MSHS, Alexandria L. Soto, BS, Samantha Kaplan, PhD, Elisabeth T. Tracy, MD, Aimee K. Zaas, MD, John Migaly, MD, Allan D. Kirk, MD, PhD, and Kevin Shah, MD.