How Tesla insurance determines 'good' drivers for FSD Beta

By Henry Farkas

Those of us who paid for Full Self-Driving but who were not included in the initial test groups, Tesla employees and carefully selected customers, will get access to the BUTTON on Friday, September 24th.

Tesla insurance

But the BUTTON doesn't mean that you will be added to the widened group of beta testers. You have to earn it. Here's how.

This article is likely of interest only to people who paid for FSD, are in the US and who want to volunteer to teach the computer how to drive. I want to stress that this is a volunteer job. You won't earn a penny for doing this.

Pushing the button is not enough. You have to agree to allow Tesla insurance to absorb data from your driving for a week. Then Tesla will decide if it wants you in the expanded group of beta testers.

Remember, becoming a beta tester doesn't mean that your car can drive itself without your intervention. Quite the reverse. Tesla is looking for volunteers who will teach the neural network how to drive like a professional chauffeur. That's professional chauffeur, not professional race car driver.

Factors Tesla Insurance Uses

Luckily for us, a while back Reddit user /u/Callump01 reverse engineered the Tesla app to determine exactly which events Tesla uses when determining a driver's safety rating.

Callump01 was able to determine that Tesla uses these metrics when determining a driver's premium:

  • ABS Activation - Number of times ABS is activated
  • Hours Driven - Average daily driving time
  • Forced Autopilot Disengagements - Number of times Autopilot is disabled due to ignored alerts
  • Forward Collision Warnings - Number of times car detects a potential forward collision
  • Unsafe Following Time - Portion of time spent at an unsafe following distance
  • Intensity of Acceleration and Braking - Speed variance due to extreme acceleration and braking. Shown on a scale from 0-10 as measured against Tesla's internal fleet.

So here's what to do during the week where you are being evaluated by the insurance software.

Drive places. If your car is parked all the time, the software won't be able to assess your driving skill.

Engage FSD whenever possible. Tesla will want to recruit volunteers who are actually interested in using FSD. Elon Musk has said that someone who uses Autopilot would fall into the “good" category.

Drive on city streets and country roads. Autopilot is already pretty good at driving on limited access highways.

Don't accelerate aggressively unless you must do so to avoid a crash. Insurance algorithms don't like aggressive drivers.

Reduce ABS Usage

Focus far ahead. One of the statistics that is kept is the number of times ABS was activated. Reducing this number shows less aggressive driving. If you see that you are going to have to stop for a light or a stop sign, tap the brake to go out of FSD so you can slow down with regenerative braking. Insurance algorithms don't like aggressive braking, and, unfortunately, Tesla FSD, waits too long to slow down for signals and stop signs. Then it brakes aggressively. So using FSD to come to a stop will hurt your score.

Don't Accelerate Too Quickly

Don't speed very much. The Tesla insurance algorithm will look at your intensity of acceleration in addition to braking. Sometimes, you have to go faster than the posted speed limit in order to keep up with traffic. If you are in a situation where all the traffic is going faster than the posted speed limit, then you can speed up a bit, but try to stay as close to the speed limit as you can without blocking traffic. Remember, if you have to speed, keep up with the slower speeders, not the faster speeders.

If the car is braking for no apparent reason, phantom braking, use the accelerator to move the car along.

If you are approaching a sharp curve there are two things you need to think about. Without the beta version of FSD, some curves are too sharp, and standard FSD will stop working in the middle of the curve. I've experienced this at certain curves in my area. If this happens, it will lower your score. So the two things to do are, first, lower your speed before the curve by tapping the brake, and second, steer the car around the curve yourself before re-engaging FSD.

When you're using Autopilot, pay attention to the alerts. Tesla will track the number of times that Autopilot has been disengaged.

Keep Your Distance

You'll also want to pay close attention to objects in front of your. Tesla will be looking at the number of times Forward Collision Warnings have gone off.

Use a follow distance greater than one or two. Another metric that Tesla insurance uses to measure how safe someone is driving is by their follow distance. If someone follows too closely for long periods of time, this will lower their Tesla insurance rating as well.

Obey traffic rules whenever possible. Yield the right of way when you don't have the right of way. Take the right of way when you do have it, but don't crash just because you are entitled to the right of way.

Be careful to yield to pedestrians and bicyclists. Even if you have the right of way, it will mess up your day if you hit a pedestrian or a bicyclist. And you won't get to be a beta tester for FSD.

After you activate the button on September 24th the Tesla insurance calculator will show your rating in real-time so that you can tell how you're driving and can adjust accordingly. It'll also provide additional details on what is rated a “good" driver.

The button will be available this Friday, presumably in your car. Stay tuned for more details. Tesla FSD Beta 10.1 which is set be released on October 1st, will introduce new features such as merged NNs for highway and city driving, as well as the ability to go in reverse.

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Tesla Adds Ability to Swipe Left and Right in Browser

By Karan Singh
Not a Tesla App

Tesla has made a spate of improvements to its vehicle software recently, starting with the big Spring Update, and then the Summer Update more recently. While we see most of the updates mentioned in the release notes, Tesla often also adds smaller quality-of-life improvements along the way.

Browser Controls

When using the Tesla Browser in the vehicle, you can now swipe left and right to go back or forward a page in your browser history. When you start swiping on the screen, Tesla’s Chromium-based browser will now display an arrow that slides out from the left or right. The circular icon is initially white, meaning that the action won’t be executed, but if you continue moving to the left/right, the icon will eventually turn blue. The blue icon means that the action will be executed once you let go of the screen.

This is a simple quality-of-life improvement that makes using the built-in browser easier.

We’re happy to see updates like these come to the browser, whose last major feature was the full-screen button that was added in update 2024.14.

Future Browser Improvements

While we’re on the topic, let’s look at some future Tesla web browser improvements we’d love to see.

Access to the Mic

Full access to the vehicle microphone isn’t allowed through the web browser right now. That means if you want to get into a Discord, Slack, or Teams call, you’ll only be able to listen – not speak. All of these apps fully function in the Tesla browser for sending messages, but are fairly limited for meetings.

Better Bookmarks

Tesla’s current bookmark system is simple and barebones. You can bookmark a page and give it a name. Once you visit a bookmarked page enough, it’ll show up as an icon in the center of the browser when you go to the homepage.

However, it's difficult to keep a larger set of bookmarks since there aren’t any organizational tools provided. A better bookmark system or the ability to sync bookmarks would be a welcomed feature.

Custom Homepage

Tesla’s current homepage in its browser is simply just a Tesla logo in black or white, depending on whether your car is in dark mode or not. A custom homepage that provides widgets with basic local news, stock information or other details would be fantastic. We’d ask for weather too, but the recent Summer update shows weather at the top of your screen.

If you’ve got more ideas for the fairly barebones Tesla web browser, let us know.

Tesla Updates FSD Package, Can Now Only Buy FSD Supervised

By Karan Singh
Not a Tesla App

Tesla has changed how they advertise and sell Full Self-Driving on their website. Although the text changes are small, this change could have greater implications in the future.

Previously, customers were offered the option to purchase “Full Self-Driving Capability,” with text saying that FSD will “continuously improve”. This specific text is no longer offered, and instead, customers can now only purchase “Full Self Driving (Supervised),” which no longer mentions continuous improvement.

You can view the old text on the Web Archive page (photo below) for the Model Y. This change comes right before the upcoming Robotaxi event, so we’re not quite sure what to make of it. Let’s look at what else has changed on Tesla’s website on FSD before we dive into the wording changes.

This news comes hot on the heels that Tesla recently pulled its blog pages for Elon Musk’s Masterplan Part II, which mentioned that all future Tesla vehicles would be Robotaxi capable. However, this has since turned out to be part of regular website trimming and maintenance. However, this FSD change is more intentional.

The previous FSD option you could buy from Tesla (left), and the new one (right)
The previous FSD option you could buy from Tesla (left), and the new one (right)
Not a Tesla App

Definition Changes

These text changes are pretty broad, but that’s not all. There are a few other items that changed, including the removal of the following text:

The activation and use of these features are dependent on achieving reliability far in excess of human drivers as demonstrated by billions of miles of experience, as well as regulatory approval, which may take longer in some jurisdictions. As these self-driving features evolve, your car will be continuously upgraded through over-the-air software updates.

This has now been changed to say:

The activation and use of these features are dependent on development and regulatory approval, which may take longer in some jurisdictions.

That’s a pretty big difference overall, so let’s dig in.

Can Only Buy FSD (Supervised)

Tesla is now only offering the purchase of “Full Self-Driving (Supervised)”, instead of “Full Self-Driving Capability." This has a bit of an implication for the many people who have paid for FSD in the past, expecting their vehicles to become fully autonomous, without supervision being required. With the specific terms on Tesla’s website today, that promise doesn’t seem to be in place for future sales of Full Self-Driving.

Instead, future customers should expect that they may only receive Full Self-Driving (Supervised), which will always require some form of supervision. Tesla no longer states full autonomy on this page, but on the other hand, the Autopilot/FSD Support Page still contains the text for full autonomy.

This seems to be a legal wording change to prevent Tesla from making promises it may not be able to fulfill. On the other hand, Tesla has recently had a fantastic spate of updates this year, with the huge upgrade from FSD V11 to FSD V12. However, they’ve more recently had more trouble with moving on from FSD V12.3.6, which is what most vehicles are still on today. Tesla initially pushed FSD V12.4 and its subversions to early access testers but quickly halted that push. They moved on to FSD V12.5, and V12.5.3 with Actually Smart Summon will begin going out wide sometime next week, to both Hardware 3 and AI4 vehicles.

What Does This Mean for Customers?

For future customers, this likely means that Tesla is intending on only offering Full Self Driving (Supervised), rather than Full Self Driving. This could mean that Tesla will launch a new package for Full Self Driving (Unsupervised) for commercial entities or that it could only be available for Robotaxi vehicles.

For older customers – those who have purchased “Full Self-Driving Capability”, as the feature was previously called, we’re not quite sure whether Tesla will include you in this new ‘Supervised’ description, or if you’ll be offered Full Self-Driving (Unsupervised) when that ultimately becomes available. As for subscribers, Tesla can change their offerings at any point since you’re only paying for what’s available for that month.

Today, we’re not quite sure what to make of this change, especially since that same change hasn’t been reciprocated elsewhere on Tesla’s website. The changes could be anywhere from a protective legal change, to Tesla offering a new FSD (Unsupervised) package in the future, or fully autonomous FSD being something that Tesla will not commit a date or price to.

Let us know what you think in the forums.

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