A user on Reddit leaked the release notes for Tesla's next FSD Beta release
darwizzy333
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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Last night, Tesla released software update 2024.45.32.5, which includes updated versions of FSD for HW3 and HW4 vehicles. More specifically, this update includes FSD V12.6.2 for HW3 and FSD V13.2.5 for HW4 models (how to check if you have HW3 or HW4).
While there aren’t new features in this update and the FSD release notes remain the same, it does include bug fixes, which should help these FSD updates go to a wider audience.
HW3 Model 3
What’s most interesting about this update is that it’s the first time a version of FSD V12.6 is going out to the Model 3 with HW3. Previously, it was only available for the redesigned Model S, Model X, and Model Y. The Cybertruck has only ever been available with HW4, which makes the Model 3 the lone vehicle left out of the FSD 12.6 release for unknown reasons.
The FSD hardware for the Model 3 and Model Y is identical, but the camera placements shift slightly due to the different vehicle body shapes, so it’s possible that played a role.
After a long wait, Model 3 owners are finally getting a chance to try out End-to-End on the Highway, as well as many other improvements.
FSD V12.6.2 Improvements
FSD V12.6.2 shares the same changelog as V12.6.1 - so we’re not expecting major changes besides bug fixes on this particular release, at least for vehicles coming from V12.6.1. Instead, it seems the primary focus of this update is to address compatibility for the Model 3.
Overall, V12.6 is far closer to V13 than it is to V12.5.4.2 - and it really does feel that way. It is an impressive feat from Tesla to make such big and positive changes for a platform that they’ve admittedly been having some difficulties in obtaining better results. However, this really underlines the fact that they’re still committed and trying very hard to achieve Unsupervised FSD even on HW3.
The other bit of good news is that this latest FSD update is based on update 2024.45.32.x, which means that it will be available to all vehicles. While Tesla has released the next major update, version 2025.2, it’s currently only available internally. If you’ve been thinking about subscribing to FSD, now may be a good time, since you’ll qualify to receive the latest HW3 or HW4 FSD version once it rolls out widely.
Legacy Model S and Model X
While the update has begun to roll out to Model 3’s for the first time, at this point in time, we haven’t seen any legacy Model S or Model X vehicles included in this update. Those vehicles, for now, are still on FSD V12.5.4.2.
However, we do expect Tesla to add support for these vehicles. The question is whether that’s included in this update or whether it’ll be a future release.
This update has barely started rolling out - the first vehicles started receiving the update last night in a small batch. However, we will hopefully see more waves in the coming days that will progressively get larger. Expect this update to take at least two weeks to go out to the majority of HW3 vehicles if major issues aren’t found.
Now that the Model Y Juniper refresh has officially been announced in the Asia-Pacific markets, the initial vehicles from Giga Shanghai are starting to make their way to showrooms throughout the region.
And that means lots of new pictures. Let’s take a look at some of the latest close-up shots of the 2025 Model Y.
Light Bar Close-Up
Our first up-close look at the new front end of the new Model Y. This car is likely en route to a showroom prior to the start of Tesla’s big sales push for the Chinese Lunar New Year, and this is one of the closest and cleanest shots of the new front end.
The sharp new front of the Juniper
@DriveGreen80167 on X
The new front light bar is very visible, even when it’s off. It’s more than a thin strip of lights. The headlights are located directly below the light bar at either end. You can also see the new squared-away sharp lines - starting from the lightbar gaps and going up the hood. The new design looks far more aggressive and sharp when viewed at this angle.
Wheels
And the new wheels are pretty interesting, too - especially since they don’t seem to have full aero covers on them. We’re wondering if Tesla intends to introduce aero covers for these wheels later - or if they’ll just stay uncovered. They look pretty good - but the black hubcap in the center stands out against the rest of the wheel. Time will tell whether the clean black finish holds up with use.
We're a big fan of these new fan-blade wheels
@DriveGreen80167 on X
Either way, they’re pretty good looking - but we’d prefer to see them in an all black finish - similar to the Shadow Gemini’s that are currently available. Hopefully, once the Model Y refresh arrives in North America and Europe, that option will be available in addition to the Crossflow wheels.
Videos
Here is one of the first videos showing off the rear light bar.
The refreshed Model Y also brings a ton of changes to the interior. In addition to the Launch Edition exclusive dash, we also get a good shot of the new ventilated seats, as well as the return of the turn signal stalk.
The best interior shot we've seen so far
@DriveGreen80167 on X
The new Model Y also has the same new center console as the Model 3 Highland - with the two-part slider. For now, it seems like the Launch Edition will include rubber pedal covers - nothing fancy like the metallic ones available on the Performance variants yet.
Rear End Close-Up
On the rear end of the vehicle, we get a close-up view of the new reflective light bar. Tesla claims this is an industry-first, and it does look very cool. The actual light is located on the inside edge of the piece that overhangs the reflective portion. The reflective portion itself is painted to match the vehicle - and isn’t a glossy surface, but rather matte.
Gotta love that new reflective light bar
@DriveGreen80167 on X
In the next image, we can also see that the rear camera is mounted in a new location. It doesn’t have the camera lip that the 2024 Model Y has been shipping with, as the camera is now mounted on the very edge of the new raised bumper. This also means the camera is much higher up than it previously was. This location change likely means that the new Y will require some additional training time for both FSD and Actually Smart Summon, as well as the new front bumper camera.
This is going to be an interesting change - we’re not sure how this new camera location will handle snow, rain, and road muck, but this is likely the main reason for it being moved up and away from the road.
The updated camera positioning is noticeably higher
@zhongwen2005 on X
We’re excited to see the new Model Y in person. This refresh has been a long time coming and there are many details that are still waiting to be discovered.
Customer deliveries are supposed to begin in just a couple of months - May at the earliest - in the Asia-Pacific region. We’re hoping to see the refresh arrive in Europe and North America by summertime and then see the launch of the Performance variant shortly thereafter.
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