Abstract: The study of strategic minerals, which are mineral resources of economic importance and at the same time of supply risk and international dominance, is receiving increasing attention from states. The inventory of strategic mineral resources is an important part of its research. The safety evaluation methods of strategic mineral resources mainly include hierarchical analysis method（AHP）, fuzzy comprehensive evaluation method, principal component analysis method, entropy weight method, PSR model, etc. Recently, there are scholars who have been using deep learning to carry out research on the safety evaluation of strategic mineral resources, and at the same time there are scholars who have proposed to pay attention to the fact that AI will turn itself into a tool for researchers to “play with” data and parameters. AI turns itself into a tool for researchers to “play with data and parameters”.