Researchers have developed a vision transformer to decode surgeon activity from surgical videos, potentially enhancing surgeon performance. The technology, which utilizes artificial intelligence and machine learning, may also be used for clinical outcome prediction and disease detection. Various studies and models, including some focused on mitigating bias and providing fair feedback to surgeons, are being explored in the field of surgical artificial intelligence.