Tesla has highlighted multiple recent Full Self-Driving (FSD) experiences from customers with the v12 software, as shared in a mega-thread on X this week.
On Tuesday, the main Tesla X account shared an article featuring multiple FSD videos from customers across the platform, showing a number of edge cases and how the vehicles handled them. The drivers in the videos are using either FSD Supervised v12.3.4 or v12.3.6, and Tesla notes the specific situations tackled by the semi-automated driving system in each video.
The so-called article, which is essentially just the series of seven videos, details different edge-case traffic situations, showing off some of the positive encounters customers have recently had with the neural net-based system. We’ve embedded each video below, or you can check out the article directly on X here.
Navigating a construction zone & taking into account signs from workers indicating when to proceed
FSD 12.3.6 vs road works.
This was quite impressive!
Going up this hill, there were road works causing my lane to be closed. Workers were there with signs indicating when we could move.
Without hesitation, FSD put the indicator on and went around onto the other side, cleared the… pic.twitter.com/uazXrd8diN— Darryn Appleton (@DrTeslaFSD) May 16, 2024
Making a turn in a busy area with a large number of pedestrians crossing the street
How many pedestrians can FSD track simultaneously?
All of them.LA is nothing like Manhattan but we have this little area of town that gets super busy with tourists and a great test for FSD at low speed negotiation around pedestrians and traffic. The key for success is to always… pic.twitter.com/ASWWA0T3Ru
— Edge Case (@edgecase411) May 6, 2024
Driving like a human would—with good spatial awareness & reaction time
Thank you @Tesla and @elonmusk for #FSD v12.3.4 — avoiding hazards, oncoming traffic, merging in/out of lanes. Insanely good. Human. pic.twitter.com/PS8gnkxeSp
— CyberMan (@thalerz) April 15, 2024
Road etiquette matters
Navigating through heavy traffic in my Tesla Model X with FSD (Supervised) v12.3.4 today, my car showed impeccable manners, stopping to let a fellow driver pass. A true example of how technology can enhance road etiquette! pic.twitter.com/0iQFbg5iQc
— TeslaFamOnBoard – Jose Negron⚡️??? (@TeslaFamOnBoard) April 15, 2024
Braking for another vehicle despite having right of way
FSD deals with driver failing to yield due to light malfunction?@Tesla @cityoflubbock @LubbockPolice
Guys can we get Lubbock Traffic control on X! Would make reporting much easier!
9 Major Accidents Avoided! Save lives & drive a Tesla! pic.twitter.com/74EKlMg2Ze— Allen Iron (@myprojectpluto) May 23, 2024
Adjusting to real-life situations that require temporary overriding of traffic rules
Nothing to see here.
Just a robot car making a left at a light and calmly driving over a double yellow line avoiding a garbage truck.
No other car you can buy is capable of anything close to this.
FSD 12.3.4 pic.twitter.com/AKWHQmQ3Qu— Pete Balls to the wall FSD ?? (@kylaschwaberow) April 13, 2024
Giving adequate space to pedestrians
FSD V12 prioritizes pedestrian safety more than most human drivers pic.twitter.com/MH45CAo544
— AI DRIVR (@AIDRIVR) May 19, 2024
While it’s not entirely clear where Tesla’s social media and advertising divisions stand following multiple rounds of layoffs in the past several weeks, the company has taken no break from sharing select ads across socials.
Throughout late last year and early this year, Tesla’s focus on using social media platforms, especially X, as a means of advertising was becoming more apparent than ever. Meanwhile, many shareholders had been calling for the company to increase its advertising presence in general, especially for the sake of helping to educate the public on misconceptions about electric vehicles (EVs).
Many of the company’s executives had also been interacting directly with fans and shareholders on the social media platform in recent months, though at least a few of said executives have since departed. Tesla has also been highly focused on FSD ahead of the unveiling of a future robotaxi platform in August, recently offering free one-month trials of the software for the first time ever, and rolling out mandatory demos of the system with purchase of a vehicle.
The company is also seemingly preparing to launch FSD in China and potentially other markets in the coming months, being granted tentative approval in April. Recent wording spotted in a Tesla customer vehicle in China also suggests that FSD could be coming to the country sooner rather than later.
What are your thoughts? Let me know at zach@teslarati.com, find me on X at @zacharyvisconti, or send us tips at tips@teslarati.com.
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.
