Summary

In 2020, self-supervised learning could advance the state of the art in computer vision.

Tesla is working on a dedicated computer, Dojo, for training neural networks using self-supervised learning.

Through a technique called active learning, Tesla can automatically curate only the most useful video clips for self-supervised learning from its fleet of roughly 750,000 camera-equipped, Internet-connected cars.

Tesla's large fleet also provides other advantages in computer vision and in behavior prediction and decision-making.

The trillion-dollar question: are robotaxis possible? If so, and if Tesla can deploy robotaxis at scale, a quadruple-digit stock price is possible.