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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News
Tesla is improving Giga Berlin’s free “Giga Train” service for employees
With this initiative, Tesla aims to boost the number of Gigafactory Berlin employees commuting by rail while keeping the shuttle free for all riders.
Tesla will expand its factory shuttle service in Germany beginning January 4, adding direct rail trips from Berlin Ostbahnhof to Giga Berlin-Brandenburg in Grünheide.
With this initiative, Tesla aims to boost the number of Gigafactory Berlin employees commuting by rail while keeping the shuttle free for all riders.
New shuttle route
As noted in a report from rbb24, the updated service, which will start January 4, will run between the Berlin Ostbahnhof East Station and the Erkner Station at the Gigafactory Berlin complex. Tesla stated that the timetable mirrors shift changes for the facility’s employees, and similar to before, the service will be completely free. The train will offer six direct trips per day as well.
“The service includes six daily trips, which also cover our shift times. The trains will run between Berlin Ostbahnhof (with a stop at Ostkreuz) and Erkner station to the Gigafactory,” Tesla Germany stated.
Even with construction continuing at Fangschleuse and Köpenick stations, the company said the route has been optimized to maintain a predictable 35-minute travel time. The update follows earlier phases of Tesla’s “Giga Train” program, which initially connected Erkner to the factory grounds before expanding to Berlin-Lichtenberg.
-->Tesla pushes for majority rail commuting
Tesla began production at Grünheide in March 2022, and the factory’s workforce has since grown to around 11,500 employees, with an estimated 60% commuting from Berlin. The facility produces the Model Y, Tesla’s best-selling vehicle, for both Germany and other territories.
The company has repeatedly emphasized its goal of having more than half its staff use public transportation rather than cars, positioning the shuttle as a key part of that initiative. In keeping with the factory’s sustainability focus, Tesla continues to allow even non-employees to ride the shuttle free of charge, making it a broader mobility option for the area.
News
Tesla Model 3 and Model Y dominate China’s real-world efficiency tests
The Tesla Model 3 posted 20.8 kWh/100 km while the Model Y followed closely at 21.8 kWh/100 km.
Tesla’s Model 3 and Model Y once again led the field in a new real-world energy-consumption test conducted by China’s Autohome, outperforming numerous rival electric vehicles in controlled conditions.
The results, which placed both Teslas in the top two spots, prompted Xiaomi CEO Lei Jun to acknowledge Tesla’s efficiency advantage while noting that his company’s vehicles will continue refining its own models to close the gap.
Tesla secures top efficiency results
Autohome’s evaluation placed all vehicles under identical conditions, such as a full 375-kg load, cabin temperature fixed at 24°C on automatic climate control, and a steady cruising speed of 120 km/h. In this environment, the Tesla Model 3 posted 20.8 kWh/100 km while the Model Y followed closely at 21.8 kWh/100 km, as noted in a Sina News report.
These figures positioned Tesla’s vehicles firmly at the top of the ranking and highlighted their continued leadership in long-range efficiency. The test also highlighted how drivetrain optimization, software management, and aerodynamic profiles remain key differentiators in high-speed, cold-weather scenarios where many electric cars struggle to maintain low consumption.
Xiaomi’s Lei Jun pledges to continue learning from Tesla
Following the results, Xiaomi CEO Lei Jun noted that the Xiaomi SU7 actually performed well overall but naturally consumed more energy due to its larger C-segment footprint and higher specification. He reiterated that factors such as size and weight contributed to the difference in real-world consumption compared to Tesla. Still, the executive noted that Xiaomi will continue to learn from the veteran EV maker.
“The Xiaomi SU7’s energy consumption performance is also very good; you can take a closer look. The fact that its test results are weaker than Tesla’s is partly due to objective reasons: the Xiaomi SU7 is a C-segment car, larger and with higher specifications, making it heavier and naturally increasing energy consumption. Of course, we will continue to learn from Tesla and further optimize its energy consumption performance!” Lei Jun wrote in a post on Weibo.
-->Lei Jun has repeatedly described Tesla as the global benchmark for EV efficiency, previously stating that Xiaomi may require three to five years to match its leadership. He has also been very supportive of FSD, even testing the system in the United States.
Elon Musk
Elon Musk reveals what will make Optimus’ ridiculous production targets feasible
Musk recent post suggests that Tesla has a plan to attain Optimus’ production goals.
Elon Musk subtly teased Tesla’s strategy to achieve Optimus’ insane production volume targets. The CEO has shared his predictions about Optimus’ volume, and they are so ambitious that one would mistake them for science fiction.
Musk’s recent post on X, however, suggests that Tesla has a plan to attain Optimus’ production goals.
The highest volume product
Elon Musk has been pretty clear about the idea of Optimus being Tesla’s highest-volume product. During the Tesla 2025 Annual Shareholder Meeting, Musk stated that the humanoid robot will see “the fastest production ramp of any product of any large complex manufactured product ever,” starting with a one-million-per-year line at the Fremont Factory.
Following this, Musk stated that Giga Texas will receive a 10 million-per-year unit Optimus line. But even at this level, the Optimus ramp is just beginning, as the production of the humanoid robot will only accelerate from there. At some point, the CEO stated that a Mars location could even have a 100 million-unit-per-year production line, resulting in up to a billion Optimus robots being produced per year.
Self-replication is key
During the weekend, Musk posted a short message that hinted at Tesla’s Optimus strategy. “Optimus will be the Von Neumann probe,” the CEO wrote in his post. This short comment suggests that Tesla will not be relying on traditional production systems to make Optimus. The company probably won’t even hire humans to produce the humanoid robot at one point. Instead, Optimus robots could simply produce other Optimus robots, allowing them to self-replicate.
-->The Von Neumann is a hypothetical self-replicating spacecraft proposed by the mathematician and physicist John von Neumann in the 1940s–1950s. The hypothetical machine in the concept would be able to travel to a new star system or location, land, mine, and extract raw materials from planets, asteroids, and moons as needed, use those materials to manufacture copies of itself, and launch the new copies toward other star systems.
If Optimus could pull off this ambitious target, the humanoid robot would indeed be the highest volume product ever created. It could, as Musk predicted, really change the world.
Tesla is improving Giga Berlin’s free “Giga Train” service for employees
Tesla Model 3 and Model Y dominate China’s real-world efficiency tests
