Part 6/10:
Massive Data and Real-World Experience
Tesla's fleet, with millions of vehicles on the road, constantly gathers trillions of miles of real-world driving data. This extensive dataset includes countless toll booth interactions, human gestures, traffic conditions, and more. Each transaction serves as a learning opportunity—helping the AI system recognize patterns and nuances.
Advanced Neural Networks and Scene Understanding
Tesla's neural nets, trained on this vast dataset, incorporate end-to-end learning models capable of abstract reasoning. This allows the vehicle to interpret complex scenes, make decisions in ambiguous situations, and even handle interactions traditionally requiring human judgment.