Tesla FSD Beta 11.4.8 Release Notes Explained: Faster Decision Making, Improved Park Assist and More

A user on Reddit leaked the release notes for Tesla's next FSD Beta release

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Tesla's most recent FSD Beta, v11.4.7.3 was released almost a month ago on October 19th, but it now looks like Tesla may be looking to release another FSD Beta update.

Release notes for an alleged subsequent version, FSD Beta 11.4.8, have surfaced on Reddit. While their authenticity isn't confirmed, the release notes use the same syntax and language Tesla typically uses. Here's a breakdown of what may be included in Tesla's next FSD release.

Update: These release notes have now been confirmed and the update is rolling out to Tesla employees for further testing. The update is version 2023.27.11.

Simplified Autopilot Activation

Single-Tap Autopilot: The update reportedly allows drivers to activate Autopilot with just one press of the stalk, instead of the current two-press method. This could make engaging and disengaging Autopilot quicker and more straightforward.

This feature, along with separate audio for passengers using the rear display recently made its way to production in update 2023.38.8, which adds some credibility to these leaked release notes. This could also mean that this version of FSD Beta may be based on a more recent production branch, instead of the current version of 2023.27, which is now starting to lag in terms of features.

Advanced Video Processing

New Video Module: A new video processing component has been introduced to improve vehicle detection, movement understanding (semantics), speed (velocity), and other attributes. This improvement means the system can process visual information more efficiently and quickly, enhancing overall performance.

Enhanced Object Detection

Better Object Detection: The system's ability to notice objects crossing its path is said to be improved by 6%. Additionally, vehicle detection has become more precise due to updated data and the new video module.

Improved Vehicle Interaction

Cut-In Vehicle Detection: The precision in detecting vehicles that cut into the Tesla's lane is reportedly improved by 15%. This is crucial for safer lane changes and merges.

Accuracy in Speed and Movement

Reduced Errors in Speed and Acceleration: The system now makes fewer errors in judging other vehicles' speed (by 3%) and acceleration (by 10%). This means a more accurate response in traffic.

Faster Decision-Making

Reduced Network Latency: The update claims to reduce the delay (latency) in the vehicle's decision-making network by 15%, allowing for quicker responses without compromising performance.

Pedestrian and Cyclist Safety

Rotation Error Reduction: There's an over 8% reduction in errors related to understanding how pedestrians and cyclists are moving or turning. This could improve interactions with these road users.

Enhanced Parking Assistance

Vision Park Assist Accuracy: The geometric accuracy of the Vision Park Assist system is improved by 16%, making parking assistance more reliable by leveraging data from hardware 4 vehicles. It appears that these improvements will apply to all vehicles without ultrasonic sensors, although it's not very clear.

Smoother Lane Changes

Lane Change Accuracy: The accuracy of lane changes in response to path blockages is improved by 10%, likely leading to smoother and safer driving in complex traffic situations.

While these updates, if true, indicate a continued effort by Tesla to refine and improve FSD Beta, Tesla also continues work on the next major release of FSD Beta, version 12. V12 is expected to be 'end-to-end' neural networks, which will be the first time that neural networks are used to control the vehicle.

It's not clear when Tesla expects to release FSD v12, which is also when Musk says FSD will graduate from its beta status. Musk recently showed off FSD v12 and its capabilities in a livestream on X.

The complete release notes that were shared on Reddit are below.

FSD Beta 11.4.8 Release Notes

-Added option to activate Autopilot with a single stalk depression, instead of two, to help simplify activation and disengagement.

-Introduced a new efficient video module to the vehicle detection, semantics, velocity, and attributes networks that allowed for increased performance at lower latency.This was achieved by creating a multi-layered, hierarchical video module that caches intermediate computations to dramatically reduce the amount of compute that happens at any particular time.

-Improved distant crossing object detections by an additional 6%, and improved the precision of vehicle detection by refreshing old datasets with better autolabeling and introducing the new video module.

-Improved the precision of cut-in vehicle detection by 15%, with additional data and the changes to the video architecture that improve performance and latency.

-Reduced vehicle velocity error by 3%, and reduced vehicle acceleration error by 10%, by improving autolabeled datasets, introducing the new video module, and aligning model training and inference more closely.

-Reduced the latency of the vehicle semantics network by 15% with the new video module architecture, at no cost to performance.

-Reduced the error of pedestrian and bicycle rotation by over 8% by leveraging object kinematics more extensively when jointly optimizing pedestrian and bicycle tracks in autolabeled datasets.

-Improved geometric accuracy of Vision Park Assist predictions by 16%, by leveraging 10x more HW4 data, tripling resolution, and increasing overall stability of measurements.

-Improved path blockage lane change accuracy by 10% due to updates to static object detection networks.

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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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