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The next big milestone for FSD is 11. It is a significant upgrade and fundamental changes to several parts of the FSD stack including totally new way to train the perception NN.

From AI day and Lex Fridman interview we have a good sense of what might be included.

- Object permanence both temporal and spatial
- Moving from “bag of points” to objects in NN
- Creating a 3D vector representation of the environment all in NN
- Planner optimization using NN / Monte Carlo Tree Search (MCTS)
- Change from processed images to “photon count” / raw image
- Change from single image perception to surround video
- Merging of city, highway and parking lot stacks a.k.a. Single Stack

Lex Fridman Interview of Elon. Starting with FSD related topics.


Here is a detailed explanation of Beta 11 in "layman's language" by James Douma, interview done after Lex Podcast.


Here is the AI Day explanation by in 4 parts.


screenshot-teslamotorsclub.com-2022.01.26-21_30_17.png


Here is a useful blog post asking a few questions to Tesla about AI day. The useful part comes in comparison of Tesla's methods with Waymo and others (detailed papers linked).

 
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Rollout of 2023.44.30.2 has started with largest group being 2023.27.7 followed by 2023.27.12! 2023.44.30.2 Official Tesla Software Update - Teslascope

The pending version list also shows it combines for those on main software:
Code:
2023.27.7   40
2023.44.1   37
2023.27.12  32
2023.38.9   20
2023.44.30.1 4
2023.32.7    2
2023.32.9    2
2023.38.6    1
Here's to hoping (my vibrating 2021 Plaid gets updated from the six month old, 2023.27.12 firmjunk)!
 
Here's to hoping (my vibrating 2021 Plaid gets updated
Looks like good news so far as it's covering more vehicles than the original 2023.44.30.1 rollout. TeslaFi and Teslascope are showing updates to 2023.44.30.2 for S/X Refresh/Plaid as well 2014 S with HW0 through 2024 3 with HW4.

Edit: TeslaInfo even has 2023.44.30.2 notes from a 2022 X:
  • Minor Fixes
  • Full Self-Driving (Beta)
  • FSD Beta v11.4.9
  • Cabin Camera
  • Apple Podcasts
  • Castle Doombad Game
  • Tesla Arcade Updates
  • Play Games on Rear Screen
  • Rear Passenger Headphones
  • Custom Lock Sounds
  • Automatic 911 Calls
  • Speed Cameras on Your Route
  • Trip Planner on Mobile App
  • Alternative Routes While Driving
  • More Cameras in Live Camera View
  • Automatic Blind Spot Camera
  • Light Show
  • Autopilot Suspension
  • Cabin Camera
  • Over-the-Air (OTA) Recall
  • Minor Updates
 
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  • Informative
Reactions: FSDtester#1
Rollout of 2023.44.30.2 has started with largest group being 2023.27.7 followed by 2023.27.12! 2023.44.30.2 Official Tesla Software Update - Teslascope

The pending version list also shows it combines for those on main software:
Code:
2023.27.7   40
2023.44.1   37
2023.27.12  32
2023.38.9   20
2023.44.30.1 4
2023.32.7    2
2023.32.9    2
2023.38.6    1
Poor people who already received 2023.44.30.1. Now you have to install 2023.4.4.30.2 again unless you manage to block it and wait for 2023.44.30.3 tomorrow. :)