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Tesla is building an empire with Model 3 drive units, custom chips, and loyal customers
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.
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.
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.
Elon Musk has acknowledged that early discussions with Taiwan Semiconductor Manufacturing Company (TSMC) could bring the company into his ambitious Terafab semiconductor project, signaling a possible partnership with the world’s leading contract chipmaker.
Musk confirmed that early talks are underway, but as of right now, they are “just discussions.” There is no confirmation of a deal nor dismissal of the possibility of one, leaving open the prospect of one of the largest advanced-chip collaborations under discussion in the U.S.
@wholemars Just discussions, but something may come of it
— Elon Musk (@elonmusk) October 3, 2026
The report that speculated on potential discussions between Terafab and TSMC comes from Tim Culpan, who outlined a few ways the collaboration could operate. One is TSMC using the project as an “anchor customer” for future facilities in Texas, potentially contributing process expertise, operational know-how, or capacity while Terafab provides capital, long-term purchase commitments, or both.
Tesla and SpaceX jointly developed the Terafab project, with Intel already participating on the tech side. Elon Musk announced the project in March, and it intends to produce more than one terawatt of AI compute capacity annually once fully built.
Company statements place the first phase at approximately $16.8 billion in cost, with later filings pointing to a total that could reach well into the tens of billions across multiple stages.
Intel joined the effort in April 2026 and is expected to supply its 14A manufacturing process for the full-scale plant.
Musk has said existing suppliers, including Samsung and TSMC, remain important for near-term needs; Tesla already has production arrangements with Samsung for AI5 and AI6 chips, but that future demand from Optimus robots, Cybercab vehicles, and planned space-based data centers will eventually exceed what the global industry can currently deliver.
Terafab is positioned as the long-term answer to that projected shortfall, and Tesla did something similar during COVID to avoid a chip shortage. This is just a much larger-scale solution.
If the partnership were to materialize, it would add TSMC’s industry-leading strategies to a project that already combines Tesla’s and SpaceX’s capital and offtake with Intel’s process technology. For now, the only public confirmation is Musk’s brief acknowledgement that conversations are occurring.
Tesla’s early strategy for charging units operating within its Robotaxi fleet reveals that the company surely has not lost any of that scrappy DNA that took it from an unlikely success story to the most valuable carmaker in the world.
An observer at a Tesla Supercharger in Austin spotted ten total Robotaxi vehicles arrive: one Cybercab and nine Model Y units. A Tesla employee was waiting at the lot and allowed each unit to park itself; every car that arrived had nobody in it.
Tesla wins FCC approval for wireless Cybercab charging system
The Tesla employee would walk around and plug each car in, adjusting the parking if needed:
So look at what I found. This is how Tesla charges unsupervised robotaxis at a public supercharger. Here is a driverless Cybercab showing up with no one in it. There are 9 other Model Ys that showed up too. A Tesla employee is walking around and plugging each of them in. She also moves the cars if they are not positioned well enough to charge. I love this process. One person charges multiple robotaxis at once
— Abhimanyu Yadav (@WorldlyReviewer) October 3, 2026
It’s a very interesting strategy, but extremely understandable at this early point in the Robotaxi program. It’s only been out for about 15 months, and Cybercab just entered the fleet in early September.
On top of that, Tesla is still working tirelessly on its wireless charging apparatus, and a new patent was just published regarding that product last week.
However, this is just another example of how Tesla still has plenty of that scrappy DNA leftover from the “production hell” days, when CEO Elon Musk slept on the floor of the factory, employees were working crazy hours, Tesla was building Sprung Structures to build cars in, and the company was tiptoeing on the brink of bankruptcy.
@Teslarati Sheer magnitude of the entire production system is hard to appreciate. Almost every element of production is >75% automated. Only wire harnesses & general assembly, which are <10% of production costs, are primarily manual.
— Elon Musk (@elonmusk) October 12, 2020
For now, Tesla is utilizing a simple system for recharging its ride-hailing vehicles, and that is a Tesla employee doing it manually until another solution presents itself. Sure, it’s not the most high-tech thing, and it certainly is not what people might have expected at this point in time, but it works, and it’s keeping the entire suite running.
Tesla is expanding its Robotaxi service hours by pushing the time back by one hour, keeping the ride-hailing service operational until 11 p.m., one hour later than previously.
CEO Elon Musk confirmed the change and offered a specific reason the expansion has been gradual: the system still needs to reliably avoid small pets that are difficult to see after dark, as they commonly blend into the color of the road, especially when they’re grey.
The latest adjustment restores only a fraction of the operating window the service once held. When paid Robotaxi rides began in Austin on June 22, 2025, vehicles ran from 6 a.m. to midnight.
In September 2025, Tesla lengthened the day to a 2 a.m. close, producing a 20-hour window that stayed in place for most of the following year. By early August of this year, the cutoff had already been pulled back; an August 26 update formalized hours of 6 a.m. to 10 p.m. across Austin and several other markets.
The October move to 11 p.m. therefore leaves the Austin day one hour shorter than the original launch schedule and three hours shorter than the 2025 peak.
Musk addressed the constraint directly after the announcement. “The main thing we’re trying to solve is making sure that we don’t run over pets when they’re hard to see at night,” he wrote. “Literally trying to avoid grey kittens on grey tarmac in the dark.”
Robotaxi operating hours moved from 10pm to 11pm.
The main thing we’re trying to solve is making sure that we don’t run over pets when they’re hard to see at night. Literally trying to avoid grey kittens on grey tarmac in the dark.
— Elon Musk (@elonmusk) October 3, 2026
The example points to a low-contrast perception problem in which a small animal can blend into the road surface under limited lighting.
Tesla’s vehicles rely on cameras and neural-network processing rather than lidar; Musk has previously argued that advanced vision software can extract useful information even in low light by analyzing photon counts, but the pet-detection case remains the stated limiter in later hours.
The modest schedule change arrives alongside faster growth in the purpose-built Cybercab fleet. Texas registration data tracked by observers showed the Austin Cybercab count rising sharply in recent weeks, reaching 169 vehicles after more than 100 were added in a short span.
Tesla has indicated that a broader shift toward 24-hour operation is tied to the upcoming FSD v15 software release expected this month on Robotaxi vehicles. Until that capability is validated for the edge cases Musk described, the company continues to add service time incrementally rather than jumping straight to overnight coverage.
The one-hour extension gives Austin riders a later option for evening trips while the underlying detection work continues.
Elon Musk teases TSMC as potential Terafab partner
Tesla reveals early Robotaxi charging strategy, showing scrappy DNA
