The field of medical instruction is undergoing a profound shift, propelled by breakthroughs in machine learning. A proliferation of new tools are rapidly appearing, offering customized training for doctors and trainees. These programs leverage intelligent algorithms to model patient cases, deliver instant feedback , and enhance knowledge retention