Video-based educational programs offer a promising avenue to augment surgical preparation, allow for targeted feedback delivery, and facilitate surgical coaching. Recently, developments in surgical intelligence and computer vision have allowed for automated video annotation and organization, drastically decreasing the manual workload required to implement video-based educational programs. In this article, we outline the development of a novel AI-assisted video forum and describe the early use in surgical education at our institution.