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

Elon Musk says we may get FSD Beta v11.3 as early as this week

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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.

Elon Musk Takes Over Tesla Sales For North America and Europe

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Following the recent departure of longtime deputy Omead Afshar, Elon Musk has stepped up to personally oversee Tesla’s sales operations in North America and Europe, according to a new report from Bloomberg, which cites people familiar with the matter.

This is a big shake-up that places Elon directly in charge of fixing Tesla’s sales slump in two key markets. The move has come as Tesla reported nearly on-the-ball deliveries for Q2 2025, hitting 384k deliveries, against a consensus street estimate of 385k deliveries.

New Leadership Structure

According to the report, Afshar’s former responsibilities are being divided between Elon and Senior VP Tom Zhu. Elon will now directly oversee the sales organizations in the US and Europe. As part of this change, Troy Jones, Tesla’s VP of North America Sales, will now report to Elon.

Tom Zhu, who is based in China, will continue to manage sales in Asia while also taking on the critical new responsibility of overseeing global manufacturing operations. Leadership of Tesla’s factories in Fremont, California, and Texas will now report to Tom. Tesla Energy’s factories will still report to Michael Snyder, VP of Energy and Charging.

For now, we’re unsure whether this is a temporary management structure, if the reporting lines will shift, or if Tesla will either hire or promote a new Senior VP of Sales to cover the duties.

Tackling the Sales Slump

The restructuring is a response to the recent downturn in sales. Analysts estimated that Tesla would deliver approximately 385k vehicles, which they essentially managed to achieve. However, deliveries fell short of production numbers, with Tesla delivering just 373k of the 410k vehicles produced.

This situation is particularly challenging in Central Europe. Europe has been noted as Tesla’s weakest market, according to Elon. Interestingly, Elon previously stated in several interviews over the last few months that there was no demand issue, but it now seems that there have been some issues with growing sales.

With Tesla’s new vehicle registrations across Europe having plunged 37% since the start of this year, and the rollout of the new affordable model, as well as more affordable versions of the Model 3 and Model Y seemingly delayed, there is a lot to do. Some analysts are projecting a second consecutive annual decline in Tesla’s global car sales for 2025.

The Rise of Tom Zhu

A key note in this reshuffle is the return of Tom Zhu to a top global operations role. Tom had previously led the construction and ramp-up of Giga Shanghai and was then promoted to Senior VP of Automotive Operations in 2023. Last year, he was sent back to China to focus on tackling regulatory hurdles with the launch of FSD in China.

His return to overseeing global manufacturing, even while staying in China, is a significant vote of confidence in his abilities. It also comes as Chinese authorities have begun drafting new autonomy guidelines to clear a path for the broader rollout of both Supervised and potentially Unsupervised FSD.

Wrap Up

This major restructuring shows that Elon is once again focused on Tesla and plans to personally tackle the company’s biggest issues. This will require a careful hand, as Elon’s forays into politics have caused self-admitted brand damage. If anyone can turn this around and have the Model Y return as the Best-Selling Vehicle of 2026, having just missed out by a few thousand vehicles to the Toyota RAV4, it is Elon.

Alongside him, Tom Zhu will be responsible for streamlining global manufacturing and ensuring that Tesla is ready to launch their new affordable variants in the near future, which should also make a considerable dent in sales.

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Tesla Shares Q2 2025 Numbers: Production and Deliveries Up Over Last Quarter

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Tesla has released its Q2 2025 production and delivery numbers, revealing an improvement in production and deliveries over Q1, but still down from a year ago.

Tesla produced 410,244 vehicles in Q2, nearly equal to their production a year ago, which was 410,831 vehicles. Production for this quarter was significantly up compared to Q1 2025, which only saw 362,615 vehicles produced. While production numbers matched those of a year ago, actual deliveries were down.

Q2 2025 saw Tesla deliver 384,122 vehicles, which was down approximately 59,000 units compared to the same period last year, but up by approximately 48,000 vehicles, or about 14% compared to Q1.

Breakdown by Model

The Model 3/Y segment continues to dominate Tesla’s production profile, accounting for 396,835 units produced and 373,728 delivered in Q2 2025. Deliveries for the “Other Models” category—which includes the Cybertruck, Model S, and Model X—were down compared to the previous quarter, with just 10,394 vehicles delivered, a 20% decline. Compared to a year ago, the drop for these vehicles is even more drastic, with sales being down 52%. Tesla refreshed its Model S and Model X last month with new features; however, the update was much smaller than expected and likely didn’t help much in increasing sales for these vehicles.

Tesla doesn’t break down Cybertruck sales separately, but those deliveries are expected to be down as well.

Tesla noted that 2% of total deliveries this quarter were accounted for under operating lease agreements, consistent with the same quarter last year.

Context and Market Response

While the numbers exceeded some bearish expectations, the year-over-year delivery drop is Tesla’s second straight quarterly decline. Analysts attribute declining sales to increasing EV competition and reputation issues.

Still, investors found relief in the improved quarter when compared to Q1. The stock rebounded about 4% yesterday on the news.

Looking ahead, all eyes are on Tesla’s Robotaxi network, the Cybercab, and the more affordable model, which is slated to be released later this year.

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