FSD Beta v11.x

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.

Deep Understanding Tesla FSD Part 1: HydraNet

From Theory to Reality, Analyze the Evolution of Tesla Full Self-Driving

saneryee-studio.medium.com

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).

Twelve Questions about Tesla Autopilot Technologies Exposed at 2021 AI Day

On Aug. 19 2021, Telsa held an AI day , exposing more technologies about Autopilot , from perception, planning, data labeling, simulation…

yuhuang-63908.medium.com

 

[SSDTester#1]

A badge I will wear with honor, Sir! From NY, Jersey’s a place to fly into and drive from. . (Wife’s from Flemington)

Alright alright, least favorite person from Arizona and from New York. Double duty!

 

[EVNow]

EVNow is like the Batman of Shilltown, protecting it from within the shadows, at night.

Another lie to support conspiracy theories...

 

[PACEMD]

But remember, I’m from the east coast - NJ. I move out here for work years ago! My attitude is still grounded in NJ!

And I'm from NYC most of my adult life, but I'm really from Raleigh. Plus, plus, I went to university in Tucson. So I hope you don't dislike this but can we please put Tucson back on the east coast?

 

[PACEMD]

A badge I will wear with honor, Sir! From NY, Jersey’s a place to fly into and drive from. . (Wife’s from Flemington)

From Jersey? Oh yeah, which exit?

 

[PACEMD]

Another lie to support conspiracy theories...

Exactly! Wake up sheeple!

That way you can be a woke sheeple? What?

 

[jebinc]

5 months is like fine aged wine?
More like Boone's Farm on the clearance endcap.

“Two buck, chuck,” as they say!

 

[jebinc]

From Jersey? Oh yeah, which exit?

16W

 

[jebinc]

How do we recalibrate our waitress?

BOHICA

 

[PACEMD]

BOHICA

Ok but we're gonna need a YT video.......

 

[JHCCAZ]

Another lie to support conspiracy theories...

Q: what's the difference between an alarmist internet conspiracy theory, and demonstrated reality?
A: one Tesla FSD beta software update.

 

[JHCCAZ]

How do we recalibrate our waitress?

A basic tune up. Polish the points and lube the chassis.

( I wasn't going to go there, but since you need advice...)

 

[jebinc]

Ok but we're gonna need a YT video.......

From “not a Tesla app” ad… fitting for your request!

 

[PACEMD]

A basic tune up. Polish the points and lube the chassis.

( I wasn't going to go there, but since you need advice...)

Ok, but I'm not rotating the tires, you can forget that.......

 

[JHCCAZ]

Moderator, I disavow this conversation. I think my account's been hacked.

 

[PACEMD]

Moderator, I disavow this conversation. I think my account's been hacked.

That goes double for all of us. I was out of town when that sh*t happened........

 

[LSDTester#1]

I like to think of it as MD20/20, (Mad Dog 20/20)

Never again. One time. 16 years old. Cutlass Supreme and the Sheriff’s daughter. Deputy got us on the beach in Clearwater. Mad Dog went all over his shoes along with some Kung Pau Chicken.

 

[jebinc]

A basic tune up. Polish the points and lube the chassis.

( I wasn't going to go there, but since you need advice...)

I thought it was, “polish the knob…” yada yada yada.

 

[jebinc]

Never again. One time. 16 years old. Cutlass Supreme and the Sheriff’s daughter. Deputy got us on the beach in Clearwater. Mad Dog went all over his shoes along with some Kung Pau Chicken.

 

[Mark II]

This thread devolved into meaningless banter between folks that are waiting for 11.3.2!

Where is it already??

 

[jebinc]

This thread devolved into meaningless banter between folks that are waiting for 11.3.2!

Where is it already??

Hear, hear!