For a long time, when using centralized AI services, we had to sacrifice privacy—every command and data file you provide is fed into the giant's black-box model. The "Sovereign AI" model advocated by DGrid is fundamentally changing this situation. By combining distributed computing power with local data environments, DGrid allows users to fine-tune their own private models using global computing resources without uploading core private data.