$Tesla (TSLA.US)$ As October comes to a close, here's an upd...

$Tesla (TSLA.US)$ As October comes to a close, here's an update on the releases

What we completed:
- End-to-end on highway has shipped to ~50k customers with v12.5.6.1
- Cybertruck build that improves responsiveness
- Successful We, Robot event with 50 autonomous Teslas safely transporting over 2,000 passengers

What's coming next:
- Full rollout of end-to-end highway driving to all AI4 users, targeted for early next week, including enhancements in stop smoothness, less annoying bad weather notifications, and other safety improvements
- Improved v12.5.x models for AI3 city driving
- Actually Smart Summon release to Europe, China and other regions of the world
- v13 is a package of following major technology upgrades:
- 36 Hz, full-resolution AI4 video inputs
- Native AI4 inputs and neural network architectures
- 3x model size scaling
- 3x model context length scaling
- 4.2x data scaling
- 5x training compute scaling (enabled by the Cortex training cluster)
- Much improved reward predictions for collision avoidance, following traffic controls, navigation, etc.
- Efficient representation of maps and navigation inputs
- Audio inputs for better handling of emergency vehicles
- Redesigned controller for smoother, more accurate tracking
- Integrated unpark, reverse, and park capabilities
- Support for destination options including pulling over, parking in a spot, driveway, or garage
- Improved camera cleaning and handling of camera occlusions