FSD Beta 11.3.1 now lets you leave audio feedback on Autopilot disengagements
Chuck Cook/YouTube
Tesla has released the highly anticipated FSD Beta v11.3.1 with Tesla's single-stack highway and city driving. Along with this update comes a new way to report Autopilot feedback to Tesla.
Tesla's new “voice drive-notes,” allows drivers to record an audio message describing the reason for Autopilot's disengagement.
No More Snapshot Button
Before FSD Beta was released to everyone in the U.S. and Canada, Tesla had a snapshot button that allowed drivers to 'flag' certain situations where Autopilot wasn't up to snuff. However, that button is now gone for everyone except very early beta testers.
With this latest beta, those early testers have both, the snapshot button and Tesla's new voice notes. However, we believe that Tesla will transition completely to their voice notes eventually as it provides a hands-free solution and offers the driver the ability to add more detail.
With the new voice notes, Tesla will likely still capture the same information they did with the snapshot button, including the vehicle’s camera feeds and telemetry data.
How Voice Notes Functions
After an Autopilot disengagement, the vehicle will display a small card asking the driver what happened and prompt the driver to share a short voice memo. The card will display:
Autopilot Disengaged. What Happened?
Press voice button to send Tesla an anonymous message describing your experience.
You can then push the right scroll wheel (the same one used to activate voice commands) and provide feedback about the disengagement without removing your hands from the steering wheel.
Recording Limits
Tesla appears to be limiting voice notes to 10 seconds. Once you press the voice button, the screen will display:
Recording...
10 seconds remaining until automatic upload. Press to end recording.
You can let the feature record for all 10 seconds, at which point it'll automatically stop and upload the audio clip to Tesla, or you can stop it early by pressing the scroll wheel again.
You'll also be able to cancel the voice dictation by pressing the 'Cancel' button on the screen.
Once the voice note is sent successfully, Tesla will display a confirmation on the screen.
Recording sent. Thank you. Your feedback will help us improve Autopilot.
Drive Notes in Action
Dan Burkland shows us how FSD Beta's new voice notes feature works.
Misuse of Voice Notes
There's no doubt that this system will be misused by a small percentage of drivers by providing some... interesting recordings. It's not clear how Tesla plans to address this issue, but Tesla could potentially block certain vehicles from sending in voice notes if the system is misused.
Anonymous Recordings
Tesla says that these voice notes will be anonymous, so they likely won't be tied to a specific vehicle or driver profile. However, it's not clear whether Tesla will simply transcribe your audio to text and store that, or if they will retain the audio clip, which could result in it being a little less anonymous.
Transcribing Audio Drive Notes
Tesla’s engineers certainly won’t be listening to every single voice memo sent in, so we’re assuming that Tesla will automatically transcribe these voice memos so that engineers can quickly search through and address various types of reports. However, the question remains if the transcription isn't clear, will the audio clip be available for playback?
Tesla, unfortunately, failed to point out the new voice notes feature in the latest FSD Beta release notes, but this is an exciting feature that will hopefully let many owners provide more detailed feedback on why they disengaged Autopilot.
This feature has been available to Tesla employees and early testers with the public build of FSD Beta 11.3.1 and will hopefully be available to everyone with access to FSD Beta soon.
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In the latest episode of Jay Leno’s Garage, Tesla’s VP of Vehicle Engineering, Lars Moravy, confirmed that the new Model Y will feature adaptive headlights.
As Moravy was talking about the updated headlights in the vehicle, which now sit a few inches lower than before, he stated that in a couple of months, Tesla will add adaptive headlights in the U.S.
While Tesla has already introduced adaptive headlights in Europe and the Indo-Pacific, the feature has yet to make its way to North America.
Originally delayed in the U.S. due to regulatory issues, manufacturers have been able to implement adaptive headlights since mid-2024. Meanwhile, competitors like Rivian and Mercedes-Benz have already rolled out their own full matrix headlight systems, matching what’s available in other regions.
Update: This article has been updated to clarify that adaptive headlights will indeed be launched in the U.S., shortly after the vehicle launching in March.
Currently, Tesla in North America supports adaptive high beams and automatic headlight adjustment for curves, but full matrix functionality has yet to be rolled out. Meanwhile, matrix headlights are already available in Europe, where they selectively dim individual beam pixels to reduce glare for oncoming traffic and adapt to curves in the road.
It was surprising that matrix functionality wasn’t included in the comprehensive 2024 Tesla Holiday Update. This feature would likely improve safety ratings, so we can only assume Tesla is diligently working to secure regulatory approval.
Adaptive Headlights on Other Models
Lars didn’t confirm whether the refreshed Model Y comes with the same headlights as the new Model 3 and the Cybertruck, instead simply calling them "matrix-style” headlights.
The headlights on the new Model Y appear very similar to those available in the 2024+ Model 3, possibly meaning these other models will also receive adaptive headlight capabilities in the next couple of months.
For vehicles with older-style matrix headlights, it’s unlikely that adaptive beams support will launch at the same time, but they will hopefully become available soon afterward.
For the first time since launching Tesla Insurance in 2019, Tesla will begin underwriting its own policies, starting in California.
Tesla Insurance originally debuted in California and has since expanded to several U.S. states. Until now, policies were underwritten by State National, a subsidiary of the Markel Insurance Group. However, Tesla is now transitioning to fully in-house underwriting, beginning with its home state.
As part of this shift, California Tesla Insurance customers who receive an in-app offer to switch will be eligible for a one-time 3% discount on their next term’s premium—covered entirely by Tesla Insurance.
What is Underwriting
Underwriting is the process an insurance company uses to assess risk and determine whether to offer coverage, at what price, and under what terms.
Insurers evaluate factors such as driving history, credit score, age, vehicle type, and location. In Tesla’s case, vehicle driving data (not available in California) also plays a key role in risk assessment. These factors help classify drivers into risk categories, which influence their base premium.
From there, coverage limits, deductibles, and policy inclusions or exclusions can further adjust the final premium up or down.
Robotaxi and Other Benefits
At first glance, underwriting insurance might seem like a complex and costly process for Tesla. However, there are several compelling reasons why this move makes sense.
Insurance Income: Insurance is a highly profitable industry. Companies set rates based on risk, offering lower premiums to safer drivers and higher rates to riskier ones. This not only maximizes profitability but also incentivizes safer driving behavior, reducing overall claims.
Data Advantage: Tesla collects vast amounts of driving data through its Safety Score system. While California doesn’t allow Safety Score to impact premiums, Tesla can still use this data in the underwriting process to refine risk assessments and pricing for its vehicles.
Control Over Repair Costs: By underwriting its own policies, Tesla gains direct control over repairs and total loss decisions. This allows them to dictate when, where, and how repairs are done, optimizing costs for parts, labor, and service while ensuring vehicles are fixed according to Tesla’s standards.
FSD-Driven Discounts: Tesla has already begun offering insurance discounts for drivers using Full Self-Driving (FSD). By underwriting its own policies, Tesla could expand these incentives, potentially offering greater discounts to frequent FSD users in the future.
Preparing for Robotaxi: Perhaps the biggest long-term reason for this shift is the June launch of the Robotaxi fleet. How will Tesla insure these vehicles? The answer is simple—by underwriting its own policies and assuming liability.
Tesla’s decision to underwrite its own insurance isn’t just about cutting out middlemen—it’s a step toward lowering costs, increasing profitability, and preparing for the future of autonomous driving, a risk many insurance companies may be unwilling to make.
Further Expansion
This could be a strong sign that Tesla is preparing to expand its insurance offerings now that it has taken on the underwriting process itself. In July 2024, Tesla hired a former GEICO insurance executive to lead the expansion of Tesla Insurance and help reduce costs—a move that now appears to be paying off.
Rather than a traditional expansion, Tesla has instead made a bold move by bringing underwriting in-house, something few expected. However, it aligns with Tesla’s strategy of vertically integrating and controlling key aspects of its business, whether in manufacturing, software, or now, insurance.
If this pilot program proves successful, it could pave the way for Tesla Insurance to launch in more states—and potentially even other countries. With 2025 shaping up to be a pivotal year, we may see Tesla accelerate its insurance expansion sooner than expected.
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