“The geothermal energy technology system has initially taken shape, but technological bottlenecks such as deep geothermal development and enhanced geothermal system adaptability still need to be overcome. This article introduces its research progress in zero carbon regional energy systems, and relevant experts explore the topic of geothermal multi energy coupling and AI integration, opening up new directions for the large-scale application of energy transformation.”