Published onAugust 19, 2026Federated Learning Explained: How AI Trains Across Many Devicesfederated-learningmachine-learningedge-computingdigital-privacyFederated learning lets many devices or organizations improve a shared AI model without pooling their raw data. Here is how the training loop works, what it protects, and where its limits begin.