Abstract: Based on the analysis of the necessity of researching the AI+ geological big data mineral exploration model in the context of green exploration, this paper innovatively takes the construction of the model framework for optimizing exploration target areas, data input and algorithm implementation as examples to discover the deficiencies in the research of the AI+ geological big data mineral exploration model. Countermeasures and suggestions are put forward, including building a unified data sharing platform, strengthening independent research and development of core software and hardware technologies, accelerating the integration of AI and knowledge in the field of geology, establishing an AI mineral exploration industry innovation consortium, and promoting the formulation of policies and standards.