Part 7/12:
Regional Flexibility: The system can adapt smoothly to local driving laws and conditions by adjusting expert influence, enhancing performance in new areas like China without full retraining.
Computational Efficiency: Activating only relevant experts reduces the total number of parameters engaged during inference. Instead of running all 3 billion parameters in a monolithic network, Tesla’s system engages a subset—saving processing power and reducing latency.
Speed and Responsiveness: By optimizing for low latency and handling more visual observations per second, Tesla enhances safety and driving smoothness.