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Tesla’s manufacturing advantage lies in legacy auto’s stranded assets

Tesla Model 3 production line in Gigafactory 3, Shanghai, China. (Credit: Tesla)

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Tesla’s focus on manufacturing has solved a vast number of issues that the electric automaker has encountered in its first few years of mass-scale vehicle production. With only two operational vehicle production facilities and several more on the way, Tesla’s biggest advantage in production doesn’t necessarily come down to efficiencies and solving bottlenecks. Instead, it has to do with something completely out of its control: Legacy Auto’s stranded assets.

Large vehicle manufacturers have pumped out millions of vehicles per year in sometimes between 50 and 100, sometimes more, global facilities. Volkswagen, for example, has 136 production plants across the world. This massive production operation lead to 9.3 million VW cars being delivered in 2020, a slight decrease from the nearly 11 million in 2019. However, the COVID-19 pandemic surely wiped away some of its productivity and sales.

But Volkswagen is also in limbo, much like many other automakers. Despite being one of the world’s top brands, a decline is on the way if the German company can’t figure out its electric car software issues. Even if it does, it still has 136 production plants and only a few of them build electric cars. However, all of the company’s plants will need to be transitioned into EV production facilities, a far cry away from the current gas-powered powertrains it currently builds at 98% of its properties.

It’s not just Volkswagen

Mercedes-Benz has 93 locations in 17 countries. BMW has 31 facilities in 15 countries. Ford has 65 plants all across the world.

These plants have been everything to the world’s largest car brands for decades. While the automotive industry has been powered on petrol for 99% of the auto industry’s history, EVs are slowly but surely making their way into the picture. Eventually, with so many plants for the legacy automakers, they will all build electric powertrains. But unfortunately, what has been a strength for so many car companies in the past will soon become a burden as EVs take over market share, become more appealing and more sought after by consumers, and gas cars are few and far between because electrification has taken over. The biggest, most successful, most popular badges on vehicles worldwide will soon have a serious problem on their hands if they do not think about a plan to transition these facilities into EV manufacturing plants.

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Time is of the essence

Volkswagen did complete ICE production at its Zwickau plant in Mosel, Germany, in June 2020. After the company announced that the final gas-powered engine had rolled off production lines at the plant, it then came down to training all technicians, assembly workers, and production engineers on how to deal with electric powertrains.

The company stated that 20,500 total days of training time would be given to those who hold jobs at Zwickau, giving the employees no reservations about the direction the German automaker was headed toward. The entire process of transitioning the plant took six to eight months.

This is great, but when a company has 136 plants, that’s a lot of time, many people to train, and a lot of money to spend. Eventually, the plants that have pumped out billions of dollars worth of ICE cars will be rendered useless unless companies begin to update their hardware, train the employees, and prepare for an electric future.

Is delaying EV projects a result of stranded assets?

Companies are smart; there are plenty of reasons why these car companies have long been at the top of the industry. Knowing that the trillions of dollars that they have pumped into building a global powerhouse of production facilities could all be a waste as ICE cars are slowly being phased out is alarming, but perhaps this is why so many companies have avoided focusing on EVs: the thought of modifying so many plants is terrifying.

Nevertheless, it will need to be done eventually. But right now, especially in such a trying economic time, manufacturers are trying to save their faces and their balance sheets by keeping this narrative that EVs are not that important, that gas cars will still dominate, and that consumers should continue to buy petrol-powered machines. Manufacturers continue to push consumers in a direction, even if they know it doesn’t align with climate issues or sustainability because they know that their plants will need major updating. This takes time and money, and car companies don’t have a lot of that.

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Tesla Model Y loses another rival after BMW cancels iX3’s US launch

For these legacy automakers, it makes more sense to push gas cars onto consumers and set aside any notions of an EV being a better option, simply because they haven’t made one that is worth a damn…yet.

How is this Tesla’s Advantage?

Tesla is sitting in a prime position to dominate the EV sector for years to come. It is no secret that the company’s vehicles are the highest quality electric cars on the planet; range and performance and contributed to this for several years. However, EVs are the way of the future, and while Tesla has to build new plants to build EVs, it isn’t building them at the massive scale that ICE manufacturers are building their cars. EVs are still a relatively small portion of the worldwide automotive market, and Tesla’s growth is on par with the industry as a whole, mostly because they are controlling it for the time being.

Tesla won’t have to build 136 plants. It won’t have to transition old factories that are pumping out useless powertrains. It will have to build more, but that won’t halt production altogether, especially considering the two factories it has now are handling demand without much of an issue.

Tesla’s plants are going to be assets for centuries to come. Meanwhile, other automakers have focused on the global scaling of their vehicle fleets, only realizing that their strategically placed production plants will all be useless in a few years unless companies begin transitioning their once high-powered manufacturing facilities to EV-based production lines.

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What do you think? Leave a comment down below. Got a tip? Email us at tips@teslarati.com or reach out to me at joey@teslarati.com

Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on X @KlenderJoey. If you're looking for great Tesla accessories, check out shop.teslarati.com

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Tesla ‘Mad Max’ gets its first bit of regulatory attention

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Credit: Teslarati

Tesla “Mad Max” mode has gotten its first bit of regulatory attention, as the National Highway Traffic Safety Administration (NHTSA) has asked for additional information on the Speed Profile.

A few weeks ago, Tesla officially launched a new Speed Profile for Full Self-Driving (Supervised) known as “Mad Max,” which overtook the “Hurry” mode for the fastest setting FSD offers.

Tesla launches ‘Mad Max’ Full Self-Driving Speed Profile, its fastest yet

It launched with Full Self-Driving v14.1.2, and it was no secret that the company was looking for a new mode that would cater to more aggressive driving styles.

The release notes showed the description of the Speed Profile as:

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“Introduced new speed profile MAD MAX, which comes with higher speeds and more frequent lane changes than Hurry.”

It certainly lived up to its description. In our testing, it was aggressive, fast, and drove similarly to some of the more challenging traffic patterns I’ve come across.

In normal highway driving, it was one of the quicker cars on the road, while other applications saw it be a suitable version for navigating things like rush-hour traffic.

Here’s what my experience with it was:

While Tesla owners have certainly enjoyed the feature and the behaviors of Mad Max, the NHTSA said it is in contact with Tesla about it, looking to gather additional information. Additionally, it said:

“The human behind the wheel is fully responsible for driving the vehicle and complying with all traffic safety laws.”

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The important thing to note with Mad Max mode, along with the other Speed Profiles, is that the driver can choose whichever one they’d like, and they all cater to different driving styles.

While Mad Max is more aggressive, modes like “Sloth” and “Standard” are significantly more conservative and can be more suitable for those who are not comfortable with the faster, more spirited versions.

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Tesla shares AI5 chip’s ambitious production roadmap details

Tesla CEO Elon Musk has revealed new details about the company’s next-generation AI5 chip, describing it as “an amazing design.”

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Image used with permission for Teslarati. (Credit: Tom Cross)

Tesla CEO Elon Musk has revealed new details about the company’s next-generation AI5 chip, describing it as “an amazing design” that could outperform its predecessor by a notable margin. Speaking during Tesla’s Q3 2025 earnings call, Musk outlined how the chip will be manufactured in partnership with both Samsung and TSMC, with production based entirely in the United States.

What makes AI5 special

According to Musk, the AI5 represents a complete evolution of Tesla’s in-house AI hardware, building on lessons learned from the AI4 system currently used in its vehicles and data centers. “By some metrics, the AI5 chip will be 40x better than the AI4 chip, not 40%, 40x,” Musk said during the Q3 2025 earnings call. He credited Tesla’s unique vertical integration for the breakthrough, noting that the company designs both the software and hardware stack for its self-driving systems.

To streamline the new chip, Tesla eliminated several traditional components, including the legacy GPU and image signal processor, since the AI5 architecture already incorporates those capabilities. Musk explained that these deletions allow the chip to fit within a half-reticle design, improving efficiency and power management. 

“This is a beautiful chip,” Musk said. “I’ve poured so much life energy into this chip personally, and I’m confident this is going to be a winner.”

Tesla’s dual manufacturing strategy for AI5

Musk confirmed that both Samsung’s Texas facility and TSMC’s Arizona plant will fabricate AI5 chips, with each partner contributing to early production. “It makes sense to have both Samsung and TSMC focus on AI5,” the CEO said, adding that while Samsung has slightly more advanced equipment, both fabs will support Tesla’s U.S.-based production goals.

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Tesla’s explicit objective, according to Musk, is to create an oversupply of AI5 chips. The surplus units could be used in Tesla’s vehicles, humanoid robots, or data centers, which already use a mix of AI4 and NVIDIA hardware for training. “We’re not about to replace NVIDIA,” Musk clarified. “But if we have too many AI5 chips, we can always put them in the data center.”

Musk emphasized that Tesla’s focus on designing for a single customer gives it a massive advantage in simplicity and optimization. “NVIDIA… (has to) satisfy a large range of requirements from many customers. Tesla only has to satisfy one customer, Tesla,” he said. This, Musk stressed, allows Tesla to delete unnecessary complexity and deliver what could be the best performance per watt and per dollar in the industry once AI5 production scales.

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Tesla VP hints at Solar Roof comeback with Giga New York push

The comments hint at possible renewed life for the Solar Roof program, which has seen years of slow growth since its 2016 unveiling.

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Image Credit: Tesla/Twitter

Tesla’s long-awaited and way underrated Solar Roof may finally be getting its moment. During the company’s Q3 2025 earnings call, Vice President of Energy Engineering Michael Snyder revealed that production of a new residential solar panel has started at Tesla’s Buffalo, New York facility, with shipments to customers beginning in the first quarter of 2026. 

The comments hint at possible renewed life for the Solar Roof program, which has seen years of slow growth since its 2016 unveiling.

Tesla Energy’s strong demand

Responding to an investor question about Tesla’s energy backlog, Snyder said demand for Megapack and Powerwall continues to be “really strong” into next year. He also noted positive customer feedback for the company’s new Megablock product, which is expected to start shipping from Houston in 2026.

“We’re seeing remarkable growth in the demand for AI and data center applications as hyperscalers and utilities have seen the versatility of the Megapack product. It increases reliability and relieves grid constraints,” he said.

Snyder also highlighted a “surge in residential solar demand in the US,” attributing the spike to recent policy changes that incentivize home installations. Tesla expects this trend to continue into 2026, helped by the rollout of a new solar lease product that makes adoption more affordable for homeowners.

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Possible Solar Roof revival?

Perhaps the most intriguing part of Snyder’s remarks, however, was Tesla’s move to begin production of its “residential solar panel” in Buffalo, New York. He described the new panels as having “industry-leading aesthetics” and shape performance, language Tesla has used to market its Solar Roof tiles in the past.

“We also began production of our Tesla residential solar panel in our Buffalo factory, and we will be shipping that to customers starting Q1. The panel has industry-leading aesthetics and shape performance and demonstrates our continued commitment to US manufacturing,” Snyder said during the Q3 2025 earnings call.

Snyder did not explicitly name the product, though his reference to aesthetics has fueled speculation that Tesla may finally be preparing a large-scale and serious rollout of its Solar Roof line.

Originally unveiled in 2016, the Solar Roof was intended to transform rooftops into clean energy generators without compromising on design. However, despite early enthusiasm, production and installation volumes have remained limited for years. In 2023, a report from Wood Mackenzie claimed that there were only 3,000 operational Solar Roof installations across the United States at the time, far below forecasts. In response, the official Tesla Energy account on X stated that the report was “incorrect by a large margin.”

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