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Tesla FSD Beta single stack coming with V11 update, confirms Elon Musk

Credit: AI DRIVR/YouTube

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Tesla CEO Elon Musk recently confirmed on Twitter that the Full Self-Driving Beta’s single stack version should roll out with FSD Beta 11. This should allow the advanced driver-assist system to perform even more impressively in real-world scenarios, likely exceeding the already notable capabilities of the current FSD Beta 10.2. 

Musk’s update came as a response to a Tesla owner on Twitter who noted that the driving visualizations for V10.2 were quite incredible. The Tesla owner asked the CEO if the highly-anticipated single stack FSD Beta was expected to be released on the upcoming V11 update. Musk answered in the affirmative. 

Considering Musk’s statement, it appears that the upcoming 10.x updates of FSD Beta would not be featuring a single stack. This does not mean that improvements in the advanced driver assist system would be marginal in the near future, however, as Tesla’s steady optimizations have been quite evident with each FSD Beta release. 

FSD Beta 10.2, for example, appears to be superior than FSD Beta 10.1 and 10.0. Videos of Tesla owners navigating roads with the system show that V10.2 operates quite similarly to a human driver now, especially in the way it behaves in intersections and when it navigates through narrow, car-lined streets. FSD Beta 10.2 is still not perfect, of course, but it is a substantial improvement to previous versions of the advanced driver-assist system. 

A perfect demonstration of these driving behaviors could be seen in AI DRIVR’s recent trip through Berkeley, California. While FSD Beta fluctuated between being far too aggressive and not aggressive enough in some sections, there is no denying that FSD Beta 10.2’s capabilities are indeed becoming quite incredible. 

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Tesla’s shift to a single FSD stack has been mentioned by Elon Musk for quite some time now. Earlier this year, Musk admitted that the version of FSD Beta then is actually not that great yet, and part of it was because it still utilizes a separate stack for city streets and highway driving. The CEO noted that transitioning into a single FSD stack requires an immense amount of neural network training, but Musk also highlighted that once the transition was done, FSD should be “sublime.” 

While much about the hype surrounding the Full Self Driving Beta is undoubtedly due to Elon Musk’s optimism about the advanced driver assist system’s potential there is no denying that FSD and Autopilot are both improving at a rapid rate. In a statement to TechCrunch, Don Burnette, co-founder and CEO of Kodiak Robotics, which primarily deals with trucking, remarked that it’s theoretically possible to develop a single stack solution for autonomous driving, but such an endeavor would be very challenging.

“One of the unique aspects of our tech is that it’s highly customized for a specific goal. We don’t have this constant requirement that we maintain really high truck highway performance while at the same time really high dense urban passenger car performance, all within the same stack and system. Theoretically, it’s certainly possible to create a generic solution for all driving in all conditions under all form factors, but it’s certainly a much harder problem,” Burnette said. 

Don’t hesitate to contact us with news tips. Just send a message to tips@teslarati.com to give us a heads up. 

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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 loses Model Y program manager in second blow in single day

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Credit: Tesla Manufacturing

Tesla has lost its Model Y Program Manager, he announced on LinkedIn, marking the second major departure from the company today.

Emmanuel Lamacchia has been in the role for 4 years and 7 months, responsible for the rollout of the all-electric crossover in several markets.

The Model Y became the best-selling vehicle in the world for two years under Lamacchia’s watch, making this a huge loss for the company. However, it seems the decision was made under Lamacchia’s own initiative.

He confirmed his decision on LinkedIn:

“After 8 incredible years, I’m moving on from Tesla.

What a journey it’s been… from leading NPI for Model 3 and Model Y variants to becoming the Vehicle Program Manager for Model Y, the best-selling car in the world!

Leading the All-New Model Y launch was the highlight: converting all 4 factories across 3 continents in just 2 weeks. Something that had never been done before in the auto industry.

To the teams who made this possible: you should be incredibly proud. This achievement belongs to you: the engineers, designers, buyers, and associates in Fremont, Shanghai, Berlin, and Austin who turned an impossible timeline into reality.

Grateful to the leaders who trusted me with programs that stretched my capabilities and to the cross-functional partners who showed me that great solutions come from collaboration, not hierarchy.

Tesla taught me how to move fast without breaking things and how to scale from prototypes to millions of units.

Excited for what’s next. More to share soon.”

It marks the second major program loss for Tesla today, as it also bid farewell to Cybertruck and Model 3 Program Manager Siddhant Awasthi, who said he left voluntarily in “one of the hardest decisions of his life.”

Tesla Cybertruck and Model 3 program manager steps down

Lamacchia was at Tesla for just a shade under eight years, and previously worked for Rolls-Royce for roughly the same amount of time.

After the loss of both Lamacchia and Awasthi today, Tesla has lost a handful of key executives in 2025, including:

  • David Imai, Director of Design
  • David Lau, VP of Software Engineering
  • Mark Westfall, Head of Mechanical Engineering
  • Prashant Menon, Regional Director in India
  • Vineet Mehta, Head of Battery Architecture
  • Omead Afshar, VP/Head of Sales and Manufacturing in North America
  • Milan Kovac, Head of Optimus Team
  • Jenna Ferrua, Director of HR
  • Troy Jones, VP of Sales, Service, and Delivery
  • Pete Bannon, VP of Hardware Engineering
  • Piero Landolfi, Director of Service
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Tesla prepares to expand Giga Texas with new Optimus production plant

Drone operator Joe Tegtmeyer recognized Tesla construction crews performing ground leveling and clearing efforts at the plant earlier today.

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Credit: Tesla Optimus | X

Tesla is preparing to expand Gigafactory Texas once again with a brand new facility that will house the eventual manufacturing efforts for Optimus, its humanoid robot.

It is already building some units on a Pilot line at the Fremont Factory in Northern California, but Tesla is planning to build the vast majority of its Optimus project at Gigafactory Texas.

Tesla Optimus gets its latest job, and it’s not in the company’s factories

It will build one million units per year in Fremont, but CEO Elon Musk said the company would build 10 million units every year in Texas at a new building at Giga Texas.

Musk said:

“I think there could be tens of billions of Optimus robots out there. Um, now obviously it’s very important we pay close attention to safety here. Then a 10 million unit uh per year production line here the I don’t know where we’re going to put the 100 million unit production line. on Mars. Maybe on Mars, I don’t know.”

Evidently, Tesla is ready to begin thinking about the production efforts of Optimus beyond a theoretical standpoint and is starting to prepare for the construction of the manufacturing plant on Giga Texas property.

Drone operator Joe Tegtmeyer recognized Tesla construction crews performing ground leveling and clearing efforts at the plant earlier today:

Production is still slated for 2027, at least at Gigafactory Texas. As previously mentioned, the company is building some units in Fremont for the time being, at least until subsequent versions of the Optimus project advance.

Tesla has done a great job of advancing Optimus forward, but it also has truly grand expectations for the project.

Musk said it could potentially be the biggest product in the history of the planet, as it will revolutionize the way humans perform tasks, probably eliminating monotonous tasks from everyday life.

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Tesla reveals its first Semi customer after launch

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Credit: Tesla

Tesla revealed its first customer for the all-electric Semi truck after it launches next year. Who it truly is should not be a surprise.

The Semi is going to finally start deliveries to new companies outside of Tesla’s pilot program starting in 2026. The company has been building a dedicated production facility in Reno, Nevada, that has finally taken shape, but Tesla was evidently not finished with the Semi’s development.

Tesla shares rare peek at Semi factory’s interior

Last week at the Annual Shareholder Meeting, Tesla said it had implemented some new designs into the Semi, helping with efficiency, updating its design, and making it a more suitable vehicle for hauling loads, as the changes also helped increase payload.

Tesla has obtained a lengthy list of companies that have committed to implementing the Semi in their own fleets, hoping to bring their logistics lineups up to date with electric powertrains and autonomous technologies.

While it is already operating a pilot program with PepsiCo. and Frito-Lay, Tesla will expand to other businesses, primarily using it internally after its launch.

Head of the Semi program at Tesla, Dan Priestley, said the company would be the first user of the vehicle after its launch next year. It has been using it to a certain extent, but the company has not been able to completely abandon gas haulers.

Instead, it will implement the Semi into its fleet for more sustainable vehicle logistics starting next year:

Tesla has already received orders for the Semi from a variety of large companies, including Walmart, Sysco, Anheuser-Busch, UPS, DHL, J.B. Hunt, among others.

Many analysts see the Tesla Semi as a major contributor to future growth and increasing value within the company, especially from a Wall Street perspective. Some firms say the Semi is one of several near and medium-term contributors to the company increasing its market cap.

Cantor Fitzgerald is just one of those firms, as last week it explicitly listed the Semi as a catalyst.

Analyst Andres Sheppard said, “Overall, we remain bullish on TSLA over the medium to long term. We continue to see meaningful future upside from Energy Storage & Deployment, FSD, Robotaxis/Cybercab, Semis, and Optimus Bots.”

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