Musk Shares Details on FSD Beta v11: Neural Nets to Be Used for Vehicle Control

By Nuno Cristovao
Elon Musk says we may get FSD Beta v11.3 as early as this week
Elon Musk says we may get FSD Beta v11.3 as early as this week
Not a Tesla App

Elon Musk has provided further guidance on Tesla's next major release of FSD Beta, v11.3. Last week Musk said that v11.3 would be ready in about 'two weeks' and would contain many major improvements.

We've heard these two-week estimates before, but it's reassuring that Musk is being specific with details on this upcoming release.

Now just seven days after his last tweet, Elon Musk is giving us more details on this significant upgrade.

Timeline

Musk said he expects FSD Beta v11.3 to start rolling out to some customers later this week, or next week at the latest. This matches up with his initial two weeks estimate a week ago.

Elon Musk's estimates are known to be overly optimistic, but given the number of details he's releasing, it sounds like Tesla may be close to releasing this next build.

FSD Beta v11.3 will likely roll out to Tesla employees first and then go out to select FSD Beta testers, possibly the original OG group. Since this is a major milestone and includes major improvements, expect a slow and gradual rollout. Although we may get our first glimpse into FSD Beta v11 this week, it may be several weeks or more before the majority of customers have access to this beta.

Neural Nets for Vehicle Behavior

A week ago Musk said this upgrade will include 'many major improvements.' Last night Musk revealed some additional details. He said there will be "many small things," one of which will be that Tesla will begin to use neural nets for vehicle navigation and control, instead of just vision.

Today Tesla uses neural networks to determine the vehicle's surroundings, where objects are, what they are, and their distances from the vehicle to create a 3D environment known as 'vector space.' With this information, the vehicle can then plan a path and navigate around these objects toward its destination.

However, based on Musk's comment, it sounds like Tesla is currently only using neural nets to determine its environment and not for controlling the vehicle. This means that how the vehicle behaves, how it finds a path, and how it moves is still a process that is coded traditionally.

In the same way that Tesla uses millions of images to determine what a stop sign or traffic cone is, it sounds like Tesla will now use a large number of examples to determine how to best control the vehicle in various situations.

That could mean that Tesla will take millions of quality examples of how to gradually accelerate or slow down, based on real driving behavior to determine how the vehicle should accelerate in different situations.

This could be applied to every driving characteristic such as turning, slow downing, driving around a parked vehicle, etc.

If Tesla starts leveraging neural nets to aid vehicle control we may soon see drastic improvements to vehicle behavior, making it much smoother and human-like.

New Features

Although Elon Musk didn't specifically mention new features coming to FSD Beta v11.3, there are several that have been talked about in the past that could show up in this major full self-driving update.

Reverse Creep

Reverse Creep has been a feature that has been talked about as far back as FSD Beta 10.13. This feature would allow the vehicle to go into reverse to move out of the way of danger or adjust its trajectory. Right now FSD Beta will only ever move forward, so this improvement would be a giant step toward achieving human-like behavior.

A good use case for this is when the vehicle moves forward for better visibility. There may be times when the vehicle sees a car coming after moving creeping forward. In these cases, it'd be smart to let the vehicle reverse back to its previous position if it is now in the path of traffic.

Navigating Without Map Data & GPS

In the past Musk also alluded to the fact that Tesla is working on the neural networks' ability to complete 'dead reckoning' navigation, which is navigating based only on inertial measurements such as speed, direction and wheel movement.

He gave underground parking garages as an example of where FSD would need the ability to navigate without GPS or map data.

The car will be able to do this by using its last known GPS location and then determine its future location using only a compass, wheel movement and speed.

FSD Beta v11

FSD Beta v11 has always been expected to be a big leap forward, and as we get closer, that hasn't changed. This update is expected to be a huge improvement to what is currently available to customers. Although Musk's timelines have usually shifted and features have typically taken longer than initially planned, it looks like we may be getting close to the next major release for FSD Beta.

Although we're still years away from true full self-driving, Tesla's mission inches closer with every update. 

Recently there was also a leak revealing some details of Tesla's upcoming cameras in hardware 4.0, which are expected to include a fan and heater for select cameras.

Tesla Disables 12V Power Sockets and USB Ports While Sentry Mode is Active in Update 2024.32

By Karan Singh
Not a Tesla App

In Tesla software update 2024.32 and onwards, Tesla has made a big—and unexpected—change to how its vehicles handle power sockets. This change impacts every vehicle except the Cybertruck, where you can already adjust how power sockets are handled on a case-by-case basis.

Power Socket Change

This change to the power sockets means that in 2024.32, Tesla vehicles will have their 12v sockets and USB ports turned off while in Sentry Mode. Previously, while the car was awake or Sentry Mode was active, the 12v sockets in the rear of the vehicle and any of the USB ports would all remain powered.

Now, owners will no longer be able to operate devices that rely on these ports once the vehicle falls asleep. This change renders some accessories almost useless, such as vehicle fridges. Owners previously relied on Sentry Mode coming on when their vehicle was parked, which kept the fridge in the vehicle’s sub-trunk powered. This change will also prevent owners from using Sentry Mode to keep USB ports powered to charge laptops and other devices.

Until further changes are made, owners will have to use Camp Mode to keep 12v sockets and USB ports powered. However, Camp Mode leaves the vehicle unlocked, making it insecure and unsuitable for things like sub-trunk fridges.

Cybertruck Power Interface

Tesla may be planning to integrate the Outlets & Accessories menu from the Cybertruck into the rest of its vehicles. The outlets menu in the Cybertruck allows you to keep the cabin (and bed) outlets in the vehicle active, even when the vehicle isn’t in use. These outlets remain powered for up to 12 hours after the Cybertruck is exited.

The Power Menu in the Cybertruck
The Power Menu in the Cybertruck
Not a Tesla App

Sentry Mode Improvements

Drew Baglino, Tesla’s now former SVP of powertrains and energy, said back in February of this year that Tesla was looking at reducing the amount of power that Sentry Mode used. He stated that Sentry Mode power consumption needs to be improved and that the team was working on an update to reduce power by about 40%. According to Baglino, the improvements were expected to come in the second quarter of this year, but it’s not clear if this change in update 2024.32 is part of those changes that will lower Sentry Mode’s power consumption.

Even if these are planned changes, we hope Tesla makes them optional, and lets owners choose when to keep outlets powered and when to conserve energy.

NHTSA Reveals Tesla Cybertruck Sales Number in OTA Recall Filing

By Karan Singh
DirtyTesla

Tesla has issued an OTA recall for the Cybertruck – unsurprisingly, one that has already been fixed for customer vehicles. We’ll expand on the recall a little later, but more importantly, the recall filing revealed that Tesla has now built and sold 27,185 Foundation-Series Cybertrucks for customers.

OTA Recall

The OTA recall – which was issued in update 2024.32.5.2 and above, covered an issue that could delay the rearview camera being displayed on the dashboard.

This would occur if the Cybertruck was powered on, and then quickly shifted to reverse. The rearview camera would not come up on screen within the prescribed 2-second timeframe.

According to the NHTSA filing, Tesla has already fixed this via the OTA update, and the rearview camera will now display within that 2-second timeframe as required going forward. This was another easy OTA fix for Tesla.

Not a Tesla App

27k Cybertrucks

The filing also revealed that Tesla has produced and delivered approximately 27 thousand Foundation-Series Cybertrucks through September 14th. Tesla has been producing the Cybertruck for approximately 11 months now, with the 12-month anniversary coming up on November 13th.

Elon Musk previously mentioned that Tesla intends to produce approximately 375,000 trucks per year to compete with the ICE pickup market. Today, Tesla produces 1.7 million Model 3 and Model Y vehicles per year, and about 80,000 Model S and Model X vehicles a year.

Overall, that 27 thousand over a year is only the start of production, and as Tesla expands and improves its production lines, we can expect that number to continue growing at a rapid pace. With the Foundation Series ending and Tesla opening up invites for reservation holders to configure their non-FS Cybertruck, that number is only expected to increase. The non-FS Cybertruck is priced at $79,990, $20k less than the Foundation Series. The Cybertruck will also become eligible for the Canadian iZEV Heavy EV Rebate.

This puts the Cybertruck in an excellent spot in the future—and it has already outsold its EV competitors in the same market. We’re looking forward to seeing how fast Tesla meets the upcoming demand for non-Foundation Series Cybertrucks.

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