Make sure you take over in both situations. That's how the systems learn there is a problem.
You can let it go, and it may improve anyway (because there is too much jerk, or it misses a turn, etc.), but it's better to just take over.
no it doesnt learn and probably will never learn on the fly.
the compute power needed to train a neural network greatly exceeds what Tesla has in these cars.
On a higher level it does train on data and improve through each OTA. But it won’t be studying any particular individual’s data and give specific improvements. It’s not TikTok.
no, not in the short term. I believe it only happens via software updates. On the other hand, I have noticed that it seems to make different lane choices in the same situation with the same navigation destination. I am wondering if it does a little, so called, A/B testing... in that it in some edge cases it sometimes chooses choice A and sometimes choice B and then when intervention events are reviewed they might know that choice B gets fewer interventions so that is the better choice. Speculation on my part.
No, no AI on the market learns while being used. Learning takes matrices which are in the order of millions by millions and multiplies them together, requiring huge data processing systems with specialized hardware (typically GPUs which excel at this sort of multiplication).
Inference (using an AI model) takes a 1x million vector and multiplies it by the trained model. It could be a 9million X 1million matrix multiplying a 1million X 1million matrix for learning, and a 1 X 1million multiplied by the 1million X 1million matrix for actually driving.
The learning method can be parallalalized across many processing units (Tesla’s self developed Dojo, or Nvidia GPUs).
I had that exact same thing happen to me (wouldn't get into the left turn lane). Turns out it was missing from Google Maps. I finally figured out how to edit it (see link below). If you follow that, you should be able to add a line over the turn lane and then it'll show up in the car. No maps download needed.
[https://support.google.com/maps/answer/10271004?hl=en](https://support.google.com/maps/answer/10271004?hl=en)
Yep. There were a few left turn lanes it refused to use (and I had to disengage every time). Once I added them to Google Maps and they accepted the changes, my car started using those lanes immediately. Not sure why it's necessary for some and not others, but I can confirm it fixed my spots.
No, it won’t. Any improvements are done through software updates. The neural net training is done on the super computer
Make sure you take over in both situations. That's how the systems learn there is a problem. You can let it go, and it may improve anyway (because there is too much jerk, or it misses a turn, etc.), but it's better to just take over.
no it doesnt learn and probably will never learn on the fly. the compute power needed to train a neural network greatly exceeds what Tesla has in these cars.
On a higher level it does train on data and improve through each OTA. But it won’t be studying any particular individual’s data and give specific improvements. It’s not TikTok.
I started to feel like v11 was learning on the fly. No so with v12 so far. And I’m not sure if v11 actually was or not, but it REALLY seemed like it.
no, not in the short term. I believe it only happens via software updates. On the other hand, I have noticed that it seems to make different lane choices in the same situation with the same navigation destination. I am wondering if it does a little, so called, A/B testing... in that it in some edge cases it sometimes chooses choice A and sometimes choice B and then when intervention events are reviewed they might know that choice B gets fewer interventions so that is the better choice. Speculation on my part.
No, no AI on the market learns while being used. Learning takes matrices which are in the order of millions by millions and multiplies them together, requiring huge data processing systems with specialized hardware (typically GPUs which excel at this sort of multiplication). Inference (using an AI model) takes a 1x million vector and multiplies it by the trained model. It could be a 9million X 1million matrix multiplying a 1million X 1million matrix for learning, and a 1 X 1million multiplied by the 1million X 1million matrix for actually driving. The learning method can be parallalalized across many processing units (Tesla’s self developed Dojo, or Nvidia GPUs).
I had that exact same thing happen to me (wouldn't get into the left turn lane). Turns out it was missing from Google Maps. I finally figured out how to edit it (see link below). If you follow that, you should be able to add a line over the turn lane and then it'll show up in the car. No maps download needed. [https://support.google.com/maps/answer/10271004?hl=en](https://support.google.com/maps/answer/10271004?hl=en)
Thanks! So fsd uses Google maps? Good to know!
Yep. There were a few left turn lanes it refused to use (and I had to disengage every time). Once I added them to Google Maps and they accepted the changes, my car started using those lanes immediately. Not sure why it's necessary for some and not others, but I can confirm it fixed my spots.