federated learning
Federated learning is that splendid gathering where data sovereignty is feigned while corporates conspire their egos and compute resources. In reality, it's a magic show testing whether "show me the model, not your data" can actually stand. Participant nodes pretend autonomy, but behind the scenes the central server's cold ledger laughs boisterously. Under the banners of privacy and efficiency, researchers and engineers engage in a paradoxical dance of collaboration without sharing. Ultimately, federated learning is collectivism cloaked in the guise of lone autonomy.