The Ministry of Natural Resources and the National Development and Reform Commission recently jointly issued implementation guidelines on "AI + Natural Resources," aimed at accelerating large-scale, industrialized innovation in the application of artificial intelligence across the natural resources sector and advancing the intelligent upgrading of the "One Map" for territorial spatial planning. The guidelines set out phased objectives: by 2028, demonstrate AI applications in natural resources, build high-quality datasets, large models, and intelligent agents in key areas such as spatiotemporal geographic information, territorial spatial planning and governance, oceans, geology and mineral resources, and forestry and grasslands; comprehensively enhance the intelligence level of the "One Map"; develop replicable and scalable model application scenarios; and bolster the growth of new quality productive forces in natural resources. By 2030, AI will be deeply integrated throughout the entire chain of natural resources management, an integrated intelligent foundational platform for territorial spatial governance will be established, secure and controllable key core technologies and intelligent equipment will be achieved, and the digital and intelligent governance of natural resources will reach an internationally leading level overall—serving as a key engine driving ecological civilization and high-quality development.