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Tesla FSD beta’s Las Vegas inner-city test suggests that autonomy is closer than we think

(Credit: WHAT'S INSIDE? FAMILY/YouTube)

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It’s pretty easy to dismiss the capabilities of Tesla’s Autopilot and Full Self-Driving beta. A look at Autopilot’s ranking from Consumer Reports alone would suggest that Tesla’s driver-assist system is pretty average at best, and that solutions like GM’s Super Cruise are far more advanced and capable. 

With this in mind, the narrative surrounding Tesla’s self-driving efforts largely suggests that the company’s driver-assist systems, while advanced, are years away from being a capable autonomous driving solution. And when Tesla achieves autonomy, actual FSD companies like Waymo and Cruise would be far ahead. 

These preconceptions about Autopilot and the Full Self-Driving suite, however, are a bit questionable, especially if one were to consider the capabilities of the FSD beta today, which is currently being tested by a select group of Tesla owners. Tesla owner and YouTube host Dan Markham of the What’s Inside? Family channel recently experienced this, when he took a drive on a Model S equipped with the FSD beta. 

The Model S, which is owned by Tesla and SpaceX enthusiast Eli Burton, was put through several real-world driving scenarios, from inner-city left and right turns to full parking lots. And over the course of the test, Markham proved very impressed, particularly as he is a Tesla owner himself who is familiar with Autopilot’s capabilities and behaviors. During the “first drive” demonstration, Markham admitted that he was mind-blown at the self-driving capabilities exhibited by Burton’s Model S. 

This became quite notable when the pair took the FSD beta-equipped Tesla through the Las Vegas Boulevard. Tesla’s Full Self-Driving beta performed very well during the test, changing lanes, adjusting its speed, and making all the necessary maneuvers to take the pair to their destination, a Supercharger station. By the end of the video, both Tesla owners came away impressed, and though it may take some time before the FSD beta sees a wider release, it is evident that the company’s self-driving technology is there, and it’s just getting refined at this point. 

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This is something that may be lost on those who are not intimately familiar with Tesla’s technology and vehicles. Based on the capabilities of the FSD beta now, together with the fact that improvements are being rolled out to the system at an extremely rapid pace, there seems to be a good chance that Tesla’s autonomous driving endgame would emerge faster than expected. Tesla critics and organizations such as Consumer Reports may deem Autopilot inferior to systems like GM’s Super Cruise for now, after all, but in the coming year or so, such conclusions would likely be more difficult to justify. 

Watch FSD beta handle inner-city driving and the Las Vegas Boulevard in the video below. 

Simon is an experienced automotive reporter with a passion for electric cars and clean energy. Fascinated by the world envisioned by Elon Musk, he hopes to make it to Mars (at least as a tourist) someday. For stories or tips--or even to just say a simple hello--send a message to his email, simon@teslarati.com or his handle on X, @ResidentSponge.

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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.

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Credit: Jürgen Stegemann/LinkedIn

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.

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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.

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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.

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Credit: Grok Imagine

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.

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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.

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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.

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Credit: Tesla Optimus/X

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.

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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.

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