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aiming for factual detail and professional tone: Tesla AI engineers end-to-end neural networks powering its Autopilot driver-assistance system and the development of its Full Self-Driving (FSD) capability, utilizing a massive fleet-collected dataset for training and validation. Key innovations include advanced computer vision based on video prediction and a data-centric approach to AI model improvement, exemplified by the recent move to fully convolutional networks for FSD. Beyond automotive applications, Tesla AI is developing Optimus, a general-purpose humanoid robot intended for automated tasks, leveraging similar AI infrastructure and computer vision techniques.
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