Tesla has started the rollout of Full Self-Driving (Supervised) V12.3.6, the latest iteration of its advanced driver-assist system. The update just comes over a week since the release of FSD (Supervised) V12.3.5.
Tesla’s FSD program has made a lot of headway as of late, especially with CEO Elon Musk mandating a test ride on FSD (Supervised) V12.3 for new owners and the rollout of a free trial program for the advanced driver-assist system, among others. As per Tesla’s Q1 2024 Update Letter, the FSD program has already driven a cumulative distance of over 1.3 billion miles.
NEWS: Tesla FSD (Supervised) v12.3.6 has started rolling out to employees. Normal customers should get it within a few days.
12.3.5 came out only 8 days ago. pic.twitter.com/wOfpOvNFYF— Sawyer Merritt (@SawyerMerritt) April 28, 2024
This weekend, Tesla watchers reported that FSD (Supervised) V12.3.6 has started rolling out to company employees. This was already impressive considering that FSD (Supervised) V12.3.5 was released just a little over a week ago. As per Tesla software tracking services such as Teslascope, however, even regular owners are receiving FSD V12.3.6 as well.
Full Self-Driving (Supervised) V12.3.6 is now rolling out to @Tesla customers for the first time, via software update 2024.3.25. ? https://t.co/Xvy3zPLaMx— Teslascope (@teslascope) April 28, 2024
The Release Notes of FSD (Supervised) V12.3.6 are still identical to the previous releases of the advanced driver-assist system. Teslascope also inferred that with the release of V12.3.6, drivers whose vehicles are still at FSD (Supervised) 12.3.4 will likely receive the system’s latest iteration. Videos shared by Tesla drivers who received V12.3.6 suggested that the recent update presents some improvements over its predecessor.
One thing I’m noticing about FSD v12.4.6 is it’s definitely making more frequent lane changes in the highway compared to .5.
Note: this is actually not a bad thing- it’s doing a great job maintaining my set speed and moving around slower cars and not sitting in the left lane. pic.twitter.com/RqF1zBwe9v— Zack (@BLKMDL3) April 28, 2024
Tesla Model 3 owner @BLKMDL3, for example, observed that FSD (Supervised) V12.3.6 was making more frequent lane changes on the highway compared to V12.3.5. Longtime FSD user @WholeMarsBlog also shared a video of V12.3.6 navigating city streets without interventions. As per the veteran FSD user, the movements of V12.3.6 are very similar to a human driver’s.
Tesla Full Self-Driving (Supervised) 12.3.6 is incredibly smooth and humanlike
Here's my first drive, with zero interventions
Watch in 4K: https://t.co/dpQldwKxFa pic.twitter.com/8FWuu9lqSH— Whole Mars Catalog (Supervised) (@WholeMarsBlog) April 28, 2024
FSD is becoming a central part of Tesla’s overall strategy, with Elon Musk noting during the first quarter earnings call that the company’s vision-based approach is steadily being proven right. Musk also hinted that there are about 900,000 FSD users today. This group of users will likely grow soon, especially if Tesla launches FSD in China in the near future.
Watch a video of FSD (Supervised) V12.3.6 in action below.
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Tesla winter weather test: How long does it take to melt 8 inches of snow?
In Pennsylvania, we got between 10 and 12 inches of snow over the weekend as a nasty Winter storm ripped through a large portion of the country, bringing snow to some areas and nasty ice storms to others.
I have had a Model Y Performance for the week courtesy of Tesla, which got the car to me last Monday. Today was my last full day with it before I take it back to my local showroom, and with all the accumulation on it, I decided to run a cool little experiment: How long would it take for Tesla’s Defrost feature to melt 8 inches of snow?
Tesla’s Defrost feature is one of the best and most underrated that the car has in its arsenal. While every car out there has a defrost setting, Tesla’s can be activated through the Smartphone App and is one of the better-performing systems in my opinion.
It has come in handy a lot through the Fall and Winter, helping clear up my windshield more efficiently while also clearing up more of the front glass than other cars I’ve owned.
The test was simple: don’t touch any of the ice or snow with my ice scraper, and let the car do all the work, no matter how long it took. Of course, it would be quicker to just clear the ice off manually, but I really wanted to see how long it would take.
Tesla Model Y heat pump takes on Model S resistive heating in defrosting showdown
Observations
I started this test at around 10:30 a.m. It was still pretty cloudy and cold out, and I knew the latter portion of the test would get some help from the Sun as it was expected to come out around noon, maybe a little bit after.
I cranked it up and set my iPhone up on a tripod, and activated the Time Lapse feature in the Camera settings.
The rest of the test was sitting and waiting.
It didn’t take long to see some difference. In fact, by the 20-minute mark, there was some notable melting of snow and ice along the sides of the windshield near the A Pillar.
However, this test was not one that was “efficient” in any manner; it took about three hours and 40 minutes to get the snow to a point where I would feel comfortable driving out in public. In no way would I do this normally; I simply wanted to see how it would do with a massive accumulation of snow.
It did well, but in the future, I’ll stick to clearing it off manually and using the Defrost setting for clearing up some ice before the gym in the morning.
Check out the video of the test below:
❄️ How long will it take for the Tesla Model Y Performance to defrost and melt ONE FOOT of snow after a blizzard?
Let’s find out: pic.twitter.com/Zmfeveap1x
— TESLARATI (@Teslarati) January 26, 2026
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Tesla Robotaxi ride-hailing without a Safety Monitor proves to be difficult
Tesla Robotaxi ride-hailing without a Safety Monitor is proving to be a difficult task, according to some riders who made the journey to Austin to attempt to ride in one of its vehicles that has zero supervision.
Last week, Tesla officially removed Safety Monitors from some — not all — of its Robotaxi vehicles in Austin, Texas, answering skeptics who said the vehicles still needed supervision to operate safely and efficiently.
BREAKING: Tesla launches public Robotaxi rides in Austin with no Safety Monitor
Tesla aimed to remove Safety Monitors before the end of 2025, and it did, but only to company employees. It made the move last week to open the rides to the public, just a couple of weeks late to its original goal, but the accomplishment was impressive, nonetheless.
However, the small number of Robotaxis that are operating without Safety Monitors has proven difficult to hail for a ride. David Moss, who has gained notoriety recently as the person who has traveled over 10,000 miles in his Tesla on Full Self-Driving v14 without any interventions, made it to Austin last week.
He has tried to get a ride in a Safety Monitor-less Robotaxi for the better part of four days, and after 38 attempts, he still has yet to grab one:
Wow just wow!
It’s 8:30PM, 29° out ice storm hailing & Tesla Robotaxi service has turned back on!
Waymo is offline & vast majority of humans are home in the storm
Ride 38 was still supervised but by far most impressive yet pic.twitter.com/1aUnJkcYm8
— David Moss (@DavidMoss) January 25, 2026
Tesla said last week that it was rolling out a controlled test of the Safety Monitor-less Robotaxis. Ashok Elluswamy, who heads the AI program at Tesla, confirmed that the company was “starting with a few unsupervised vehicles mixed in with the broader Robotaxi fleet with Safety Monitors,” and that “the ratio will increase over time.”
This is a good strategy that prioritizes safety and keeps the company’s controlled rollout at the forefront of the Robotaxi rollout.
However, it will be interesting to see how quickly the company can scale these completely monitor-less rides. It has proven to be extremely difficult to get one, but that is understandable considering only a handful of the cars in the entire Austin fleet are operating with no supervision within the vehicle.
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Tesla gives its biggest hint that Full Self-Driving in Europe is imminent
Tesla has given its biggest hint that Full Self-Driving in Europe is imminent, as a new feature seems to show that the company is preparing for frequent border crossings.
Tesla owner and influencer BLKMDL3, also known as Zack, recently took his Tesla to the border of California and Mexico at Tijuana, and at the international crossing, Full Self-Driving showed an interesting message: “Upcoming country border — FSD (Supervised) will become unavailable.”
FSD now shows a new message when approaching an international border crossing.
Stayed engaged the whole way as we crossed the border and worked great in Mexico! pic.twitter.com/bDzyLnyq0g
— Zack (@BLKMDL3) January 26, 2026
Due to regulatory approvals, once a Tesla operating on Full Self-Driving enters a new country, it is required to comply with the laws and regulations that are applicable to that territory. Even if legal, it seems Tesla will shut off FSD temporarily, confirming it is in a location where operation is approved.
This is something that will be extremely important in Europe, as crossing borders there is like crossing states in the U.S.; it’s pretty frequent compared to life in America, Canada, and Mexico.
Tesla has been working to get FSD approved in Europe for several years, and it has been getting close to being able to offer it to owners on the continent. However, it is still working through a lot of the red tape that is necessary for European regulators to approve use of the system on their continent.
This feature seems to be one that would be extremely useful in Europe, considering the fact that crossing borders into other countries is much more frequent than here in the U.S., and would cater to an area where approvals would differ.
Tesla has been testing FSD in Spain, France, England, and other European countries, and plans to continue expanding this effort. European owners have been fighting for a very long time to utilize the functionality, but the red tape has been the biggest bottleneck in the process.
Tesla Europe builds momentum with expanding FSD demos and regional launches
Tesla operates Full Self-Driving in the United States, China, Canada, Mexico, Puerto Rico, Australia, New Zealand, and South Korea.