I doubt the chip matters nearly as much as the trained network running on it. It’s quite likely they could take the network and run it on other hardware.

And the trained network doesn’t matter as much as the training pipeline, which will include hardware and software external to the cars.

A neural net that you can’t update is less useful, and I highly doubt that the cars themselves are doing any learning.