“The real-time remote sensing of sudden surface anomalies is a major strategic requirement for the high-quality development of the national economy and society. It is also a hot topic in cutting-edge technology research in many fields such as geology and remote sensing science. This article introduces its research progress in the intersection of AI and satellite remote sensing. The research team explores new ideas and overall solutions for AI enabled real-time remote sensing of sudden surface anomalies, providing a technical path to solve the three major problems of invisible, invisible, and invisible.”