Tesla pushes end-to-end neural networks for highway driving, but only for newer vehicles
- by Electrek
- Nov 14, 2024
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Tesla has pushed a new (Supervised) Full Self-Driving update with the promised end-to-end neural networks for highway driving.
However, it’s only for newer vehicles.
“End-to-end” is what Tesla refers to as neural net-powered AI driving the vehicle from vision to controls rather than the controls being explicitly coded. It’s already the case in all widely released versions of (Supervised) Full Self-Driving (FSD) for city driving, but not for highway driving, which uses another software stack.
Tesla originally planned to deliver it for highway driving in October, but it was only delivered to a small number of vehicles.
In its latest AI roadmap, Tesla said that it would come the first week of November instead.
Now, Ashok Elluswamy, Tesla’s head of self-driving and AI, said that the latest release with end-to-end highway driving (v12.5.6.3) has been widely pushed to HW4 vehicle owners:
With the latest release (v12.5.6.3), FSD is using end-to-end neural networks for driving across highways, city streets and parking lots, and has now shipped widely for AI4 vehicles. Highway driving should be smoother, more natural and even safer than the previous explicit control stack. Check out the different driving styles to set speed and lane change preferences. Enjoy and let Tesla AI know if you have any feedback.
However, there’s no word for the millions of HW3 vehicle owners.
In fact, the only thing promised to HW3 vehicles, which Tesla now called AI3, in its last roadmap is this:
Improved v12.5.x models for AI3 city driving
As we have often reported this year, Tesla has reached the limits of the HW3 computer and now needs to optimize the code with every release despite still being far from its promise of unsupervised self-driving.
Electrek’s Take
This is annoying cause I could really use end-to-end on my HW3 car. I am on v12.5.4.2 and it has been a regression from v12.5.4.1 for me, especially on highways.
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