THIS!Gonna be a big event with the whole Autopilot/FSD leadership present.
Here's Andrej Karpathy's recent talk about Tesla's approach to machine learning (a.k.a. "Software 2.0"):
(With a few amusing details about Tesla's AI driven auto-wipers.)
Anyone who have FSD in their financial modeling should watch this and understand it.
Software 2.0 is the key to FSD, and dataset is the key to Software 2.0.
Tesla now have 0.4 million cars on the road that’s collecting real world scenarios for them, by the end of this year that could become One Million.
No other FSD vendor have this. Any amount of simulation won’t help you to train real world perception at all. Simulation would help you train behavior planning, but real world perception is THE problem for FSD, without it the only reasonable behavior is creep all the time and prepare to do a hard stop at any given moment.
Anyone says Tesla is dead last in the FSD race is laughable. With the new HW3 available we will see how that landscape would change.