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Tesla’s battery tech and software push is starting to make sense for veteran vehicle-makers

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When Tesla was designing the Model S, the company made it a point to build the vehicle from the ground up. This means that everything, from the electric cars’ battery packs to its software, are manufactured by Tesla itself. Tesla’s approach to electric cars is the auto equivalent of Apple’s strategy with the iPhone and iOS, and it finally seems to be making sense to some legacy vehicle-makers.

Elon Musk’s private space firm, SpaceX, is known for producing its rockets in-house. Musk took this same approach with Tesla in the company’s early days, and the result of this approach was the Model S, a vehicle like no other on the road, with simple, powerful, all-electric internals and a software that is custom-built for the car. A particularly telling image of this hands-on, in-house approach was taken during the company’s younger days, featuring a much younger CTO JB Straubel assembling one of Tesla’s early battery packs by hand.

Tesla CTO JB Straubel assembling one of Tesla’s early battery packs by hand.

And in a lot of ways, this strategy worked. Tesla’s in-house approach for the Model S was a key point in the vehicle’s allure to consumers. This carried over to the Model X, and now, the Model 3. With Tesla’s 2170 cells used in the Model 3 gaining rave reviews from teardown experts like Sandy Munro of Munro and Associates, and with the company preparing to release Software Version 9, Tesla is poised to take even bigger steps in its mission to usher the transition to sustainable mobility.

Tesla’s history is rife with criticism and doubts from the veterans of the auto industry, but now that the company has established itself as a leader in the premium electric car segment, its progress and breakthroughs now seem to be undeniable, even to traditional vehicle makers.

Just recently, a report from German publication Electrive emerged, citing insiders from Jaguar who noted that the veteran carmaker will be using Samsung SDI’s cylindrical 2170 battery cells for the electric cars it would produce from 2020 onwards. This is a big step for Jaguar, considering that the I-PACE, its first all-electric vehicle that can actually compete with the Model X 75D and 100D in terms of performance, is currently using pouch cells from LG Chem.

Using Samsung SDI’s 2170 cells for its electric cars’ batteries would likely benefit Jaguar, considering that the I-PACE is currently being bogged down by reports that the vehicle is lacking in efficiency and range. Jaguar might never admit it, but it’s not difficult to infer that the company’s decision to reportedly commit to 2170 cells was partly influenced by Tesla’s progress in its battery tech.

Tesla Model 3s side by side in a parking lot.

Another vehicle-maker is starting to see the value of software and its relationship to hardware. Earlier today, veteran motorcycle maker Harley-Davidson stated that it is planning to open a dedicated research and development facility in Silicon Valley to support its plans for its upcoming line of electric bikes. Harley-Davidson plans to release its first motorcycle, dubbed the “LiveWire,” sometime next year, and it would be the first of a line that features a “twist and go” system. The LiveWire is set to be followed by other electric bikes in 2022 as the company transitions to producing cleaner and possibly even quicker, more powerful vehicles.

Seemingly taking a cue from Tesla, Harley Davidson is now in full throttle recruiting Silicon Valley talent in electrical, software, and mechanical engineering. Just like Jaguar and its decision to commit to 2170 cells, Harley-Davidson’s decision to establish a Silicon Valley-based team seems to be inspired partly by Tesla and its software-focused electric cars.  

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Tesla is not a perfect company by any means, and its leader, Elon Musk, is not infallible. Musk himself would be the first to admit that Tesla committed a lot of errors in the past, and it is through these failures that the company was able to fail forward. Tesla is now a much more mature electric car maker that knows its market and knows what it’s doing; and if the recent updates from Jaguar and Harley-Davidson are any indication, it appears that other vehicle-makers are now starting to realize the value of Tesla’s experience.

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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Investor's Corner

Elon Musk drops a Thanksgiving hint about Starship’s biggest test yet

Elon Musk says Starship Flight 15 will try to catch the ship itself, a first.

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Elon Musk says SpaceX’s next Starship flight will try something nobody has done before, by catching the ship itself. Speaking to roughly 2,000 people at the X Takeover event at Giga Texas on Saturday, Musk said Flight 15 is about four to six weeks away and “probably launches a little bit before Thanksgiving, is my guess.”

That is a slip from earlier reporting, which had pointed to a launch as early as October 19. Musk explained why the date keeps moving. “We’re making a bunch of improvements to the rocket between every flight,” he said, adding that there are often hundreds, sometimes thousands, of small changes. This time the list is short, “but some of them take a fair bit of work and we’ve got to go inside the tank to make some of these changes.”

“We’re going to try to catch the ship, which is a super big deal,” Musk said. “If we do so, that’ll be the first time that there’s been full recovery of an orbital class rocket.” SpaceX has already caught the Super Heavy booster with the tower’s mechanical arms, and has talked about catching the ship since late 2025, but the upper stage has never been caught.

Musk also laid out what comes after. “The next big milestone would be to refly both the booster and the ship,” he said, describing a Flight 16 where “all parts of an orbital rocket are reflown.”

The reason SpaceX wants this comes down to cost and cadence. Every Starship ship so far has ended its flight in the ocean, and SpaceX expects most of those water landings to end in fireballs. A ship that returns to Starbase intact can be inspected and flown again. SpaceX’s IPO filing, says Starship V3 is designed to deliver 100 metric tons to orbit in a fully reusable configuration, that SpaceX aims to cut the cost to reach orbit by 99% or more versus the historical average, and that tower catches should allow “multiple launches per day.”

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The payoff goes beyond cheaper launches. The next generation Starlink V3 satellites are too large for Falcon 9 and can only fly on Starship, which can carry up to 60 per flight. Flight 14 on September 28 deployed the first 26 of them after Starship reached orbit despite an early engine shutdown, as Teslarati reported. Musk blamed engine computer software, and said the heat shield “was extremely robust,” which he claimed in August had solved Starship’s biggest challenge.

NASA’s Moon plans depend on the same capability. NASA’s inspector general has described a lander mission that needs a propellant depot in low Earth orbit and more than 10 tanker flights, with SpaceX targeting one tanker launch every six days. That schedule only works if ships and boosters come back fast and fly again. Also, ship to ship propellant transfer has not been attempted yet.

One interesting hurdle yet to be explored is bringing the ship back to the launch site, with reentry over land, which will undoubtedly come with a lot of aviation safety reviews.

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Investor's Corner

SpaceX reveals how its 1 Million AI satellite network will work and prevent space collisions

SpaceX reveals plans for one million Starmind AI satellites and calls out operators hiding maneuvers.

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Concept rendering of SpaceX Starmind constellation via Grok
Concept rendering of SpaceX Starmind constellation via Grok

SpaceX has put the largest satellite count it has ever published into writing, and it says that plan only works if every other operator in orbit starts sharing what it knows.

In a new Space Safety page highlighted Tuesday morning by Sawyer Merritt on X, SpaceX said it “plans to operate up to 100,000 Starlink satellites and up to 1 million Starmind AI satellites to meet the growing demand for broadband and supercompute.” Starlink has a little over 11,000 satellites in orbit today, so the target alone implies roughly a ninefold expansion of the broadband network.

Starmind is SpaceX’s orbital AI compute constellation. Elon Musk confirmed the Starmind name in June after an xAI trademark filing surfaced, and in August SpaceX said it was working with Nvidia on the compute payload. The FCC accepted the filing for up to one million satellites back in February.

FCC accepts SpaceX filing for 1 million orbital data center plan

SpaceX also released a new render of what a full Starmind constellation could look like. Alongside it, SpaceX VP Michael Nicolls explained why the satellites will not operate on their own. “We need to operate clusters of satellites in tight formation to get enough coherent compute to run AI models efficiently,” Nicolls said. “A cluster will be 10-ish satellites connected with 10 terabits or so of bandwidth between them, and interconnected to the broader constellation.”

That is the most specific detail SpaceX has given on how Starmind will be built. Instead of a million independent servers, the network would work as tightly packed groups of about 10 satellites acting as one compute unit, with Starlink’s laser links carrying results back to Earth.

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Packing satellites that close together, at that scale, makes collision avoidance the central problem, and most of the Space Safety page is aimed at other operators. SpaceX said Starlink encountered collision risks with about 650 unique maneuvering third party satellites in 2026, and only about half of them shared data. Over six months, Starlink recorded roughly 164,000 more collision risks where the closest approach came within four hours of an unannounced maneuver.

Some operators keep maneuver plans private over proprietary concerns, while others cannot get government permission to share them. SpaceX called those policies “counterproductive,” saying they “largely only serve to create preventable collision risk between satellites.” Starlink is also offering a free ephemeris sharing and screening platform that returns risk results within a minute, backed by its Stargaze network of 30,000 optical sensors.

The push comes as the Starmind application draws opposition from astronomers and environmental groups. In a September filing with the FCC, SpaceX said each Starmind satellite could weigh up to 4,000 kg, nearly seven times the mass of a Starlink V2 Mini. Musk has brushed off crowding concerns before, telling viewers in June that “space is enormous” and that SpaceX already knows how to run very large constellations safely.

SpaceX’s Starmind page says its Gigasat factory in Bastrop, Texas, is designed to produce AI satellites at scale, with deployment of thousands of units starting as soon as late 2027.

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Tesla deliveries best Wall Street guesses alongside second-best energy quarter

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Credit: Tesla Europe & Middle East | X

Tesla (NASDAQ: TSLA) reported strong delivery figures that beat Wall Street guesses, and they were revealed alongside the company’s second-best quarter in terms of energy deployments ever.

Tesla announced this morning that it delivered 486,532 cars in Q3, while producing 464,391, exceeding analyst consensus, which sat around 462,000 units.

Meanwhile, Tesla reported 13.7 GWh of energy storage deployed for the quarter. That’s the second-best quarter Tesla has ever reported on that side of things.

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Vehicle Deliveries

Deliveries were strong, and it was another quarter when Tesla had the opportunity to outshine the Wall Street pundits who are quick to criticize and slow to give credit. Tesla saw a slight decrease in deliveries compared to Q3 2025, but Tesla still had the $7,500 EV Tax Credit to use to help incentivize consumers to pick an EV.

A small decrease of 2.1 percent is pretty telling because it shows Tesla does not need massive federal credits to convince consumers to purchase its vehicles.

It was also the company’s third-best performance all-time in terms of deliveries, trailing that of Q3 2025 with 497,099 deliveries and Q4 2024, when the company handed over 495,570 cars.

We reported several days ago that Tesla Showrooms across the United States were completely bare of inventory or unclaimed units. Many locations also removed Demo Drive units, which had been bought by customers looking to take delivery sooner.

Tesla showrooms picked clean ahead of Q3 end as demand looks strong

Energy Generation

Tesla’s Energy Generation performance in Q3 was also very strong, as the company deployed 13.7 GWh of energy storage over the past three months. The only quarter when Tesla reported stronger energy deployment figures was Q4 2025, when 14.2 GWh of energy storage was deployed.

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Tesla’s Q3 performance in energy generation has continued to grow each quarter, with the company increasing its deployments by ten-fold since Q3 2021, when just 1.3 GWh was deployed.

It is also nearly double what it was in Q3 2024, when the company reported 6.9 GWh. This is one of Tesla’s quickest-growing divisions, and it flies under the radar with fans and analysts, as many are focused on self-driving or the vehicles themselves.

Tesla Stock

Shares rose 5.07 percent to $372.06 at just after 10 a.m. on the East Coast. This is a rarity for Tesla after a strong delivery report, as positive news usually brings the stock down. Many quarters with extremely robust delivery reports have not been as kind to the Teslanaires of the world.

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