Federated Learning with NVFlare: A Mental Model for Jobs, Clients, and Servers
A lot of the best ML data is the least portable. Hospitals can’t centralize patient records. Banks can’t ship transaction logs. Phones generate rich signals that never leave the device. Even when data movement is technically feasible, it’s often blocked by privacy commitments, regulation, contracts, or internal