Don't kid yourself, the car has no bandwidth storage or performance to send back anything other than a few raw frames from disengage events or other rare triggers.
Why would you say that? The car has LTE and connects to WIFI. It could easily send way more data than any care company at any time including over WIFI.
What they are sending way more data because from our knowledge GM and Ford are sending back 0 data and Waymo doesn't have half a million cars worth of data internally to pick from.
It depends entirely on how they design the system. They don't necessarily need to send all the data from the cars back home when they can send test cases to cars, run the tests in a shadow mode to collect real world results, then send the test results back home.
Which presentation did you watch? Karpathy said specifically "it's not a massive amount of data, it's just very well picked data" when talking about how the cars only send data when one of the configured triggers fires.
There’s a large gap between ‘a few frames’ and a massive amount of data, and the amount sent lies somewhere in the middle. Clearly they can’t send all data (nor would they want to) but it seems it is sufficient for significant learning to take place and the examples shown were good quality over at least a few seconds, so hundreds of frames for each example.
No, it's spot on. It's entirely what I said: the car can only deliver a few raw frames, and only in response to particular triggers.
Notice the cherry-picked examples in the presentation. There is a whole class of problems the field cars can never help with, since they lack the dead-reckoning sensor setup and precise odometry a development car would have.
> There is a whole class of problems the field cars can never help with, since they lack the dead-reckoning sensor setup and precise odometry a development car would have.
Can you give an example? I'm curious what kind of triggers strictly require lab-calibrated hardware.
I hope Tesla has strong governance controls over customer data, and a fierce inside counsel for pushing back against unnecessary or overly broad LEO requests.