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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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It does not work for me. I tried both with chrome and edge. Maybe something is wrong with my Surface.
I don’t own a Surface but I’m pretty sure Windows works the same on whatever it’s running on these days, tablet, laptop, or desktop. Are you using the touchscreen or some sort of touchpad/mouse?
 
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I understand the meaning of them. How do I select those?
Did you see my post to you?
 
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Did you see my post to you?
I see all the posts. I am using surface with touchscreen. Turning the screen sidewise does not help.