Instruction: Outline a Federated Learning framework suitable for real-time data processing in autonomous vehicles.
Context: This question assesses the candidate's ability to apply Federated Learning in critical, real-time applications such as autonomous driving, focusing on efficiency and safety.
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The way I'd approach it in an interview is this: For autonomous vehicles, I would be very conservative. A federated setup could be useful for learning from fleet-wide experience without centralizing all raw sensor data, but the system would need strict validation, update governance,...