Video-SRS is an interdisciplinary project that focuses on supporting video learning in mathematics by exploring and improving self-regulation. It combines insights from cognitive and educational psychology, mathematics education, and computer science to develop innovative approaches to this type of learning. The use of responsible machine learning algorithms plays a significant role in this process.