Artificial intelligence is being integrated into earth science data systems, potentially transforming the field into a more predictive and precision-driven discipline. Various initiatives and tools, including open-source pipelines and multi-agent systems, are being developed to accelerate earth science discovery and improve data management. Investments and contracts, including significant funding awards, are also being made to support the convergence of machine learning and earth system science.