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A new ontology for decentralization reveals that existing definitions often lead to contradictory conclusions in decentralized AI systems.
Federated learning not only meets privacy standards but also outperforms centralized models in ECG anomaly detection, revealing a new paradigm for secure health monitoring on edge devices.