News
Tesla FSD Beta V11 will expand over a few weeks before wide release: Elon Musk
Tesla began rolling out the latest version of its Full Self-Driving (FSD) Beta, V11, on November 11th, at 11:11 pm PST. For those wishing for V11 at 11:11 on 11/11, that wish may have come true. Or it will eventually, as Tesla expands the latest version over the next few weeks.
The newest version only comes with two pages of release notes, and when asked by @WholeMarsBlog why this was, Elon Musk explained that it would take a few weeks to expand the beta with another few weeks before wide release to the U.S. and Canada.
Given all that is in V11, it will take a few weeks to expand the beta, then another few weeks to go wide release to US & Canada
— Elon Musk (@elonmusk) November 12, 2022
Some of the release notes have been shared on Twitter, and one screenshot confirms that a single stack is now active and is using the updated Occupancy Network that was mentioned at Tesla’s second AI Day event. The screenshot reads:
“Enabled FSD Beta on highway. This unifies the vision and planning stack on and off-highway and replaces the legacy highway stack, which is over four years old. The legacy highway stack still relies on several single-camera and single-frame networks, and was setup to handle simple lane-specific maneuvers. FSD Beta’s multi-camera video networks and next-gen planner, that allows for more complex agent interactions with less reliance on lanes, make way for adding more intelligent behaviors, smoother control and better decision making.”
“Improved Occupancy Network’s recall for close by obstacles and precision in severe weather conditions with 4x increase in transformer spatial resolution, 20% increase in image featurizer capacity, improved side camera calibration, and 260k more video training clips (real-world and simulation).”
Here's your first glimpse of Full Self-Driving Beta V11's release notes!
This CONFIRMS that single stack is now activated and now using the updated Occupancy Network first mentioned at AI Day 2!
Credit: @husseinhamdan_ pic.twitter.com/vY8RVTP78K
— Teslascope (@teslascope) November 12, 2022
Elon Musk confirmed V11 would adopt a single stack previously, which should make the software’s performance smoother.
Disclosure: Johnna is a $TSLA shareholder and believes in Tesla’s mission.
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Elon Musk
Elon Musk reiterates why Tesla will never make an electric motorcycle
Tesla CEO Elon Musk preemptively shut down speculations about a Tesla road bike once more.
Tesla CEO Elon Musk preemptively shut down speculations about a Tesla road bike once more, highlighting that the electric vehicle maker has no plans to enter the electric motorcycle market.
Musk posted his clarification in a post on X.
Musk’s reply to a fun AI video
X user @Moandbhr posted an AI video featuring the Tesla CEO on the social media platform, captioning it with “Mr. Elon Musk Just Revealed the Game-Changing Tesla Motorcycle.” The short clip depicted Musk approaching a sleek, single-wheeled vehicle, stepping onto it, and gliding off into the distance amid cheers. The fun video received a lot of traction on X, gaining 3.1 million views as of writing.
Musk replied to the post, stating that a Tesla motorcycle is not going to happen. “Never happening, as we can’t make motorcycles safe. For Community Notes, my near death experience was on a road bike. Dirt bikes are safe if you ride carefully, as you can’t be smashed by a truck,” Musk wrote in his reply.
Musk’s Past Comments on Two-Wheelers
Musk also detailed his reservations about motorcycles in a December 2019 X post while responding to questions about Tesla’s potential ATV. At the time, he responded positively to an electric ATV, though he also opposed the idea of a Tesla road-going motorcycle. Musk did state that electric dirt bikes might be cool, since they do not operate in areas where large vehicles like Class 8 trucks are present.
“Electric dirt bikes would be cool too. We won’t do road bikes, as too dangerous. I was hit by a truck & almost died on one when I was 17,” Musk wrote in his post.
Considering Musk’s comments about dirt bikes, however, perhaps Tesla would eventually offer a road bike as a recreational vehicle. Such a two-wheeler would be a good fit for the Cybertruck, as well as future products like the Robovan, which could be converted into an RV.
News
Tesla continues growing its Cybercab production team with new job listings
Both positions are based in Gigafactory Texas, the site of the Cybercab’s initial production.
Tesla continues to build out its workforce for the upcoming Cybercab, with two new job listings for quality inspectors for the autonomous two-seater being listed in the company’s official Careers website.
Both positions are based in Gigafactory Texas, the site of the Cybercab’s initial production.
New Cybercab listings
Tesla recently added openings for “Quality Inspector, Cybercab” and “Quality Inspector, Cybercab – Incoming Quality” on its Careers website. The roles involve detailed inspections of Cybercab components using precision tools such as calipers, micrometers, and gauges, among others. Candidates must also identify non-conformances, document findings in Tesla’s quality management system and collaborate with production teams to resolve issues swiftly.
Overall, these new Cybercab-related roles highlight Tesla’s emphasis on precision for the two-seater’s innovative features, such as its inductive charging setup, which is not available on any Tesla consumer vehicle today. If any, the Cybercab’s Quality Inspectors will likely be operating in uncharted territory as the vehicle is being produced using Tesla’s new Unboxed process. Elon Musk has also noted that the Cybercab’s production line will resemble a high-speed consumer electronics line instead of a conventional automotive line.
Recent Cybercab Design Evolutions
Since its October 2024 unveiling, the Cybercab has undergone several refinements visible in recent prototypes, enhancing aerodynamics and manufacturability ahead of production. The tail design now rises slightly for better airflow, with a shortened rear body panel and repositioned red reflectors farther from the wheel arches.
Front-end updates include segmented daytime running lights, actual turn signals and a sharper splitter, while side repeater cameras have shifted forward for improved visibility. Tesla has also enlarged door panels for easier ingress and egress, swapped to unpainted tires without extended covers and adjusted the B-pillar forward and lower, likely to foster a more open cabin feel.
News
Tesla starts laying the groundwork for FSD tests in Austria
The job opening comes as the company pushes regulatory approvals and data collection in new European markets.
Tesla seems to be ramping its efforts to hire key personnel for FSD’s eventual expansion in Europe. This was hinted at in a new job listing for a vehicle operator role in Vienna, Austria.
The job opening comes as the company pushes regulatory approvals and data collection in new European markets.
Vienna’s vehicle operator role
Tesla posted the job for “Fahrer (Vehicle Operator) (m/w/d)” in its Vienna office on its Careers website, seeking candidates to drive and monitor test vehicles as part of the Autopilot and AI team. The role involves collecting real-world driving data to refine Full Self-Driving systems for the country’s local roads. Responsibilities include operating vehicles in urban and highway environments, documenting system performance, among other tasks.
Applicants need a valid Austrian driver’s license and at least two years of driving experience. Fluency in English is essential, along with a familiarity with driver assist systems. Tesla noted that the position offers a minimum annual gross salary of EUR 32,000, though relevant professional experience and qualifications will be taken into account. Similar to other Tesla roles, the position also offers TSLA stock as an incentive.
Tesla’s FSD Push in Europe
Tesla’s FSD efforts in Europe have accelerated in recent months, with significant progress in Spain serving as a key milestone. In July 2025, Spain’s Directorate-General for Traffic launched the ES-AV framework to standardize automated vehicle testing, authorizing Tesla for nationwide FSD trials with 19 vehicles under Phase 3, which allows optional onboard safety operators and remote monitoring.
The program, running through November 2027, aims to position Spain as a leader in the field, as DGT stated: “The program is designed to complement and enhance oversight, regulation, research, and transparency efforts, as well as to support innovation and advancements in automotive technology and industry.”
Beyond Spain, Tesla has conducted FSD demonstrations in Germany, France and Italy for consumers, while pursuing national approval in the Netherlands for early 2026.
