Tesla FSD v13 starts rolling out with end-to-end driving network upgrades

Tesla has officially rolling out Full Self Driving (FSD) v13 with lots of new upgrades to the end-to-end driving network including new improvements to self-driving technologies.

The company previously scheduled this release for October, which later stretched due to the We, Robot event in the same month. Speaking of which, the current rollout is limited to selected users and it will expand in the coming weeks.

Here are all of the upgrades rolling out with Tesla FSD v13:

• 36 Hz, full-resolution Al4 video inputs
• Native Al4 inputs and neural network architectures
• 4.2x data scaling
• 5x training compute scaling (enabled by the Cortex
  cluster)
• Reduced photon-to-control latency by 2x
• Speed Profiles on both City Streets and Highways
• Start FSD (Supervised) from Park with the touch of
  a button
• Integrated unpark, reverse, and park capabilities
• Improved reward predictions for collision avoidance
• Improved camera cleaning
• Redesigned controller for smoother, more accurate
  tracking
• Dynamic routing around road closures, which
  displays them along an affected route when they are
  detected by the fleet

Here are the upgrades that will come with future FSD v13 builds:

• 3x model size scaling
• 3x model context length scaling
• Audio inputs for better handling of emergency
  vehicles
• Improved reward predictions for navigation
• Improvements to false braking and slower driving in
  parking lots
• Support for destination options including pulling
  over, parking in a spot, driveway, or garage
• Efficient representation of maps and navigation
  inputs
• Improved handling of camera occlusions

(source)