China is building underwater and offshore data centers to meet surging AI compute demands. These submerged facilities leverage seawater for natural cooling to reduce energy overhead. This shift targets the massive power and thermal constraints facing terrestrial infrastructure. It offers a scalable, though niche, hardware solution for large-scale model training.