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Tesla is building an empire with Model 3 drive units, custom chips, and loyal customers

[Credit: Harbles/Twitter]

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When the Tesla Semi and the next-generation Roadster were unveiled last year, Elon Musk pointed out that the whole company was built on the original Roadster, an electric car which proved that EVs could be exciting, fun, and quick. Tesla is now at a point where it could become a threat to established premium automakers; and just like how Apple built a trillion-dollar empire on the back of the iPhone, Tesla seems poised to establish its own empire through its Model 3 drive units, its custom-made chips, and its passionate consumer base.

The brilliance of the Model 3’s drive unit was recognized by Detroit veteran Sandy Munro, whose company conducted a thorough teardown and analysis of the electric sedan. While Munro noted some points for improvement with regards to the vehicle’s chassis, he was incredibly impressed with the car’s suspension, batteries, and electric motor. Recently relating his findings to Bloomberg, Munro noted that the Model 3’s electric motor is a “game changer,” and that “everyone should be benchmarking (it).” The entire subframe where the drive unit is housed even detaches cleanly from the Model 3, seemingly allowing DIY enthusiasts in the future to resurrect drive units from damaged vehicles by using them for electric car conversions.

Tesla recently shared images of the Model 3’s drive system after being tested for over 1 million miles. Images of the drive system’s gears suggest that there was very little wear and tear despite extensive testing. With this in mind, Tesla’s idea of using the Model 3’s drive unit to power upcoming vehicles like the Semi and the Model Y, or possibly even the Tesla Truck and the upcoming compact car, could pay off in spades for the company. If teardowns of the Model 3 are any indication, after all, the electric car’s drive unit could very well be reliable, easy to manufacture, and even swappable if the need arises. It could, in a way, be a building block in Tesla’s emerging empire.

Beyond the Model 3’s drive units, Tesla is also starting to dip its feet into creating its custom chip. Such a strategy is very much in line with Tesla’s character, considering that the company already manufactures many of its vehicles’ components in-house. In an interview with Yahoo Finance last week, ARK Invest CEO and CIO Cathie Wood noted that the electric car maker’s initiatives towards the creation of its own hardware are a “replay of Apple.” Wood notes that in the same way Apple’s innovations with the iPhone pushed the tech giant to create its own silicon, Tesla’s progress with the intelligent tech in its vehicles are driving the electric car maker to design and build its own chips.

“This is a replay of Apple. Apple was moving so fast with the smartphone that it had to design its own chip to move that fast. This is what has happened to Tesla. Nvidia chips will be in mostly every other autonomous vehicle to hit the market. But Musk has a vision for this market that needs (a) faster, better, cheaper, sooner (solution) – and so he designed it himself,” Wood noted. 

Elon Musk is optimistic about the potential of Tesla’s custom silicon. Designed by a team led by Pete Bannon, who used to work for Apple, Musk noted that Tesla’s custom hardware would be ” the world’s most advanced computer designed specifically for autonomous operation.” This custom chip, which would be included in Tesla’s Hardware 3, will be rolled out to all production cars in around six months; and if Tesla’s other in-house solutions are any indication, the introduction of its upcoming silicon would likely allow the company to establish a lead against rival automakers who are also dabbling in self-driving initiatives.

Tesla’s volunteer owners help out during the company’s end-of-quarter push in Q3. [Credit: Sean M Mitchell/Twitter]

While Tesla’s vehicles and their components make the company a formidable player in the car industry, it is perhaps its dedicated consumer base that makes Tesla downright threatening to traditional auto. It is quite rare to see a car company command such a devoted following, though considering Tesla’s stance in the auto industry today, the strong brand loyalty displayed by Tesla owners is not very surprising at all. As Tesla grew over the years, after all, the company has practically transformed itself into an entity that is far more than a carmaker or a battery storage provider. Tesla has become a movement of sorts, populated by electric car owners who are willing to pay it forward when needed. This was shown in the final weeks of Q3, when owners mobilized to help the company deliver as many vehicles as it could before September ended.

The Tesla community’s dedication to the company’s mission and vision were in full force earlier this month as well, as 36 Tesla Owner’s Clubs from nine countries convened in Fremont, CA to meet and strategize initiatives that can help support the growing number of electric car owners across the globe. Denver Tesla Club President Sean M. Mitchell, who attended the meeting, believes that the source of enthusiasm among electric car owners is multifold. For one, the company was able to integrate technology in a way that made even something as ordinary as driving exciting once more. Sean also notes that the company’s grass-roots marketing approach, which relies primarily on word-of-mouth, fosters a very authentic and honest relationship among owners. 

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It remains to be seen if Tesla would be succeed in its mission to accelerate the world’s transition to renewable energy. That said, the company’s strategy in its electric vehicle business seems to be working, as legacy carmakers such as Porsche and Jaguar are starting to fully embrace the idea of a zero-emissions fleet. Companies such as Audi and Mercedes-Benz have also begun offering premium electric vehicles of their own. In South Australia, Tesla’s big battery is also triggering a clean energy movement, with similar renewable projects now underway after the Powerpack farm proved to be effective. Ultimately, Tesla’s empire might not be as tangible or evident today, but the components that would make it are already there, steadily growing.

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 Cybercab’s unorthodox paint process explained

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Credit: Tesla

Tesla Cybercab skips the traditional paint shop entirely, marking an unorthodox process for coloring the fully autonomous vehicle. However, the decision was a smart one, as it slashed factory costs, floor space utilization, and complexity, since Tesla relied on specialized alloys and in-mold coloring.

Munro Live was given the opportunity to do a factory walkthrough with Tesla Vice President of Vehicle Engineering Lars Moravy, who explained and detailed how Cybercab production at Giga Texas eliminates one of the automotive manufacturing industry’s most expensive and space-hungry elements.

A conventional paint line can cost hundreds of millions of dollars and require a million man-hours to build. Moravy framed the choice around Tesla’s core rule: “Question the requirements: why do you need paint?”

The structural answer lies in material selection. The aluminum alloys used in Cybercab’s front and rear castings do not oxidize and lose strength over time, the way many common automotive aluminum alloys do. Only the side modules, built around hot-stamped boron-steel door rings, receive an anti-corrosion e-coat, or dip coat. Front and rear modules skip coating altogether.

Model Y and Model 3 bodies, by contrast, are fully coated and painted.

Exterior colors come from the plastics shop, which Tesla engineers described as “our paint shop” for the Cybercab. Body panels are produced via reaction injection molding, referred to as RIM. Color is then mixed into a polyurethane resin at the mix head immediately before injection, so the panel emerges already colored with a Class-A surface.

Robots trim overflow to control sink marks and flow lines. The process avoids conventional spray-paint defects like orange peel and paint bleed. Scratches can still be repaired with compatible coatings that behave “basically like paint.” Because color is integral rather than a surface layer, shallow scratches do not expose a contrasting undercoat.

The secret behind Tesla’s Cybercab Gold goes well beyond just the color

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Tesla has also explored related approaches, including in-mold lamination and painted films on stamped panels.

The manufacturing payoff is substantial because removing the paint shop, combined with the “unboxed” modular process that builds and tests front, rear, side, and center modules in parallel before a short final assembly, cuts factory floor space per vehicle by about 50 percent.

Final assembly itself uses only about 25 automated stations, far fewer than the typical Model Y line, and the overall line runs at about 78 percent automation, Moravy said. The approach also eliminates volatile organic compound emissions associated with traditional spray painting for these panels and shortens the coloring cycle from hours to minutes.

Cybercab’s paint strategy is clearly less about aesthetics than about systematically deleting capital-intensive, energy-heavy, and space-consuming steps once material science and process design make them unnecessary. It is a concrete example of Tesla applying first-principles questioning to one of the auto industry’s most entrenched factory requirements.

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Tesla has a Cybercab problem nobody saw coming

Tesla’s Cybercab line now builds robotaxis faster than Tesla can deploy them, Lars Moravy says.

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Tesla’s Cybercab line in Texas can now build the two seat robotaxi faster than the company can put it into service, according to Lars Moravy, Tesla’s Vice President of Vehicle Engineering. “We don’t run every day because the line can run so fast. It’s currently outpacing our deployments,” Moravy said in a new Cybercab deep dive from Munro Live. “So, it’s a bit of a race right now. Who’s going to go faster? Right now the manufacturing line’s ahead.”

Tesla’s official Robotaxi account shared a Cybercab analysis video on X on Monday, calling it a “Cybercab engineering deep dive.” Moravy’s comments go further than what he told analysts on the Q3 earnings call last week, when he said the Cybercab line’s listed capacity of more than 125,000 units a year undersells what it can actually run.

The tour shows where that speed comes from. Tesla’s unboxed process splits the Cybercab into front, rear, side and center modules that are built and tested on their own before they meet on a short final line. That final line has just 25 fully automated stations, which Tesla’s team estimated is a fifth to a tenth of what a Model Y needs. The full line is about 78% automated, the framing line is already at 100%, and the layout uses roughly 50% less floor space per vehicle. The stated goal is “100% automation in 10 second cycle time,” or one finished Cybercab every 10 seconds.

Tesla also deleted the paint shop. Only the side modules are coated, and the exterior panels get their color inside the molding machine. Engineers said the car is designed to run at least 500,000 miles, which matters for a vehicle that will spend most of its day carrying riders.

The battery got the same treatment. The Cybercab uses an 88S6P pack of 4680 cells in a steel enclosure, a first for Tesla, with each module potted separately so a single failed module can be swapped instead of the whole pack. Wireless battery management boards replace a wiring harness, and new contactors are fast enough to drop the pyro fuse entirely. Tesla’s battery director graded the pack an A minus, compared with a D for the Model Y structural pack and a B minus for Cybertruck. Up front, the drive unit runs an 11:1 gear ratio versus roughly 9:1 on most Teslas, since the Cybercab does not need a high top speed.

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The deployment side is now the bottleneck Moravy described. Tesla had more than 50 Cybercabs working the Formula 1 weekend in Austin, and Texas records show 463 Cybercabs registered. Tesla said on its earnings call that Cybercab service will launch in Dallas next month, and Moravy said the company is aiming to get Cybercabs to customers by the end of 2026. Every unit built so far has gone into Tesla’s own fleet since the line moved into volume production in April.

Munro Live also asked when it could get a Cybercab to tear down. Tesla’s answer: “Not yet.”

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How SpaceX Is raising Raptor’s sea-level thrust while holding engine mass steady

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Credit: SpaceX

SpaceX’s Raptor engine family has steadily increased sea-level thrust while simultaneously reducing mass, turning iterative engineering gains into substantially higher performance for the Super Heavy booster. CEO Elon Musk shed more light on how powerful Raptor 4 will be, and it’s pretty crazy.

Raptor 1 delivered 185 metric tons of thrust at roughly 2,080 kilograms, while Raptor 2 raised that to 230 tons while cutting mass to about 1,630 kilograms. SpaceX data for Raptor 3 lists a target of 280 tons at 1,525 kilograms (with further reductions in associated vehicle hardware), while operational flight ratings have been cited near 250 tons.

This morning, Elon Musk stated that Raptor 4 is expected to reach 300 tons of sea-level thrust at roughly the same mass as Raptor 3. Across these versions, thrust has risen by more than 60 percent from the first engines while engine mass has fallen, producing a sharp improvement in thrust-to-weight ratio. This is a true testament to how great SpaceX engineering has been:

With 33 engines on SuperHeavy, the jump from earlier versions to a 300-ton Raptor 4 would produce roughly 9,900 metric tons of total liftoff thrust, nearly three times the Saturn V’s approximately 3,400 metric tons from its five F-1 engines.

This is not just a larger number on a data sheet, either, as sea-level thrust is the force available the moment the vehicle leaves the pad. This is when it is heaviest and still deep in Earth’s gravity well and dense atmosphere.

Higher levels of sea-level thrust directly improves the initial thrust-to-weight ratio of the full stack. A higher ratio produces faster acceleration off the pad, which shortens the time the rocket has to spend fighting gravity, and gravity losses during the first minute or two of the flight are a major drain on total available delta-v. Every second shaved off of that early climb preserves more propellant energy for reaching orbital velocity or for carrying extra payload.

Because Super Heavy’s engine count is constrained by vehicle diameter and packing density, increasing thrust per engine is the most straightforward way to raise total liftoff performance without redesigning the booster structure or design.

The same-mass target for Raptor 4 is equally important. Holding engine mass roughly constant while raising thrust improves the engine’s own thrust-to-weight ratio and reduces the structural and propellant mass fraction that must be carried solely to support the engines.

Earlier Raptor iterations also simplified or eliminated extensive vehicle-side hardware such as heat shields. These gains compound: more force for less installed mass leaves additional capacity for propellant, payload, or operational margins such as engine-out capability.

For Starship’s architecture, the practical effects are large. Greater liftoff thrust supports heavier vehicles, larger propellant loads, and higher payloads to low Earth orbit, figures SpaceX has targeted in the 100-plus-ton reusable range. That capacity underpins orbital refueling, lunar missions, and eventual Mars cargo and crew flights.

Continued growth in sea-level thrust therefore tightens the gap between theoretical rocket performance and the high flight rates and reusability needed to make large-scale space transport practical.

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