Release notes for Tesla’s holiday software update were shared earlier this month, including the addition of the High Fidelity Park Assist feature. Some have since shared footage of the feature in action, showing how it works in parking lots and garages as users evaluate its usefulness when trying to park.
Tesla’s holiday update release notes were shared on X earlier this month, where the company first mentioned the new High Fidelity Park Assist mode. Tesla owner Ryan Hoffman, along with others, have shared videos of the feature on X, including one taken in a Supercharger lot on Saturday.
As can be seen in the video, the activated High Fidelity Park Assist mode shows a similar view to the highly requested Birds Eye 360-degree visualization. Hoffman says he drives a 2023 Model 3 RWD with HW3 and the Ryzen chip, meaning the car doesn’t have Ultrasonic Sensors (USS) and utilizes just Tesla Vision.
The video is taken at a Supercharger station, where Hoffman backs into a charging spot. Behind the visualization of the car, you can see an orange and yellow zone, signifying the vehicle’s close proximity to the charging pile. The top-down visualization shows that it recognizes the charging stalls as well as the parking lines on the ground, making it easy to back into the spot without the car ending up crooked.
He also shared a short video of what it looks like to back into the spot, including the actual rear camera’s video footage and the High Fidelity Park Assist view, and calling the feature a “game changer” for parking.
Here’s a short video of what it looked like to reverse into the spot. The lines for each parking spot are very handy… it’s a game changer for parking. pic.twitter.com/47BDBbXw7z
— Ryan Hoffman (@tekmaven) December 16, 2023
Others have shared similar footage of High Fidelity Park Assist, as many have wondered how exactly the feature is activated when being used in a parking lot. According to X user EVBaymax, the feature appears to engage when there is a clearly defined object in front of or around the car, and when users shift into reverse in a parking lot. Still, the current version seems to lack the ability to engage when driving forward, although it probably should have this ability.
In his videos of the feature, you can see the visualization switch on from the regular Autopilot view when reversing in the parking lot, and he also says that speeding up to around 15-20 mph makes the visualization disappear again. He goes on to call the feature “surprisingly accurate” and “definitely helpful,” and he also includes footage using it in a darker, in-garage environment.
Here’s what the switch from Autopilot visualizations to High-Fidelity Park Assist looks like in a parking lot pic.twitter.com/xtx8BylI0W
— kEV (@EVBaymax) December 16, 2023
You can see in the above videos that the feature still requires some prodding to work as desired, though once it’s engaged, it looks to be pretty useful. It does, however, appear to fill the need that many have requested with Birds Eye, 360-degree views, as the top-down visualizer makes it especially easy to see where the vehicle is in relation to other cars, parking lines, and more when parking.
Tesla CEO Elon Musk recently said that the company’s cars will eventually offer a convenient “Tap to Park” feature, in which the vehicle will identify open parking spots and let drivers select on-screen which to use, then letting the driver get out and allow the car to park itself in the selected space. Still, many are awaiting updates like Tesla’s Actually Smart Summon and the automaker only reintroduced its Vision-based Park Assist earlier this year.
Tesla Model 3 Highland owner’s manual confirms Auto Shift out of Park feature
What are your thoughts? Let me know at zach@teslarati.com, find me on X at @zacharyvisconti, or send your tips to us at tips@teslarati.com.
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Tesla FSD fleet is nearing 7 billion total miles, including 2.5 billion city miles
As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles.
Tesla’s Full Self-Driving (Supervised) fleet is closing in on almost 7 billion total miles driven, as per data posted by the company on its official FSD webpage.
These figures hint at the massive scale of data fueling Tesla’s rapid FSD improvements, which have been quite notable as of late.
FSD mileage milestones
As can be seen on Tesla’s official FSD webpage, vehicles equipped with the system have now navigated over 6.99 billion miles. Tesla owner and avid FSD tester Whole Mars Catalog also shared a screenshot indicating that from the nearly 7 billion miles traveled by the FSD fleet, more than 2.5 billion miles were driven inside cities.
City miles are particularly valuable for complex urban scenarios like unprotected turns, pedestrian interactions, and traffic lights. This is also the difference-maker for FSD, as only complex solutions, such as Waymo’s self-driving taxis, operate similarly on inner-city streets. And even then, incidents such as the San Francisco blackouts have proven challenging for sensor-rich vehicles like Waymos.
Tesla’s data edge
Tesla has a number of advantages in the autonomous vehicle sector, one of which is the size of its fleet and the number of vehicles training FSD on real-world roads. Tesla’s nearly 7 billion FSD miles then allow the company to roll out updates that make its vehicles behave like they are being driven by experienced drivers, even if they are operating on their own.
So notable are Tesla’s improvements to FSD that NVIDIA Director of Robotics Jim Fan, after experiencing FSD v14, noted that the system is the first AI that passes what he described as a “Physical Turing Test.”
“Despite knowing exactly how robot learning works, I still find it magical watching the steering wheel turn by itself. First it feels surreal, next it becomes routine. Then, like the smartphone, taking it away actively hurts. This is how humanity gets rewired and glued to god-like technologies,” Fan wrote in a post on X.
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Tesla starts showing how FSD will change lives in Europe
Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.
Tesla has launched Europe’s first public shuttle service using Full Self-Driving (Supervised) in the rural Eifelkreis Bitburg-Prüm region of Germany, demonstrating how the technology can restore independence and mobility for people who struggle with limited transport options.
Local officials tested the system on narrow country roads and were impressed by FSD’s smooth, human-like driving, with some calling the service a game-changer for everyday life in areas that are far from urban centers.
Officials see real impact on rural residents
Arzfeld Mayor Johannes Kuhl and District Administrator Andreas Kruppert personally tested the Tesla shuttle service. This allowed them to see just how well FSD navigated winding lanes and rural roads confidently. Kruppert said, “Autonomous driving sounds like science fiction to many, but we simply see here that it works totally well in rural regions too.” Kuhl, for his part, also noted that FSD “feels like a very experienced driver.”
The pilot complements the area’s “Citizen Bus” program, which provides on-demand rides for elderly residents who can no longer drive themselves. Tesla Europe shared a video of a demonstration of the service, highlighting how FSD gives people their freedom back, even in places where public transport is not as prevalent.
What the Ministry for Economic Affairs and Transport says
Rhineland-Palatinate’s Minister Daniela Schmitt supported the project, praising the collaboration that made this “first of its kind in Europe” possible. As per the ministry, the rural rollout for the service shows FSD’s potential beyond major cities, and it delivers tangible benefits like grocery runs, doctor visits, and social connections for isolated residents.
“Reliable and flexible mobility is especially vital in rural areas. With the launch of a shuttle service using self-driving vehicles (FSD supervised) by Tesla in the Eifelkreis Bitburg-Prüm, an innovative pilot project is now getting underway that complements local community bus services. It is the first project of its kind in Europe.
“The result is a real gain for rural mobility: greater accessibility, more flexibility and tangible benefits for everyday life. A strong signal for innovation, cooperation and future-oriented mobility beyond urban centers,” the ministry wrote in a LinkedIn post.
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Tesla China quietly posts Robotaxi-related job listing
Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.
Tesla has posted a new job listing in Shanghai explicitly tied to its Robotaxi program, fueling speculation that the company is preparing to launch its dedicated autonomous ride-hailing service in China.
As noted in the listing, Tesla China is currently seeking a Low Voltage Electrical Engineer to work on circuit board design for the company’s autonomous vehicles.
Robotaxi-specific role
The listing, which was shared on social media platform X by industry watcher @tslaming, suggested that Tesla China is looking to fill the role urgently. The job listing itself specifically mentions that the person hired for the role will be working on the Low Voltage Hardware team, which would design the circuit boards that would serve as the nervous system of the Robotaxi.
Key tasks for the role, as indicated in the job listing, include collaboration with PCB layout, firmware, mechanical, program management, and validation teams, among other responsibilities. The role is based in Shanghai.
China Robotaxi launch
China represents a massive potential market for robotaxis, with its dense urban centers and supportive policies in select cities. Tesla has limited permission to roll out FSD in the country, though despite this, its vehicles have been hailed as among the best in the market when it comes to autonomous features. So far, at least, it appears that China supports Tesla’s FSD and Robotaxi rollout.
This was hinted at in November, when Tesla brought the Cybercab to the 8th China International Import Expo (CIIE) in Shanghai, marking the first time that the autonomous two-seater was brought to the Asia-Pacific region. The vehicle, despite not having a release date in China, received a significant amount of interest among the event’s attendees.
Tesla FSD fleet is nearing 7 billion total miles, including 2.5 billion city miles
Tesla starts showing how FSD will change lives in Europe
