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Tesla Effect: Expert dives into EV adoption and the internal combustion engine’s death
When Elon Musk took the helm as CEO of Tesla, he aimed to disrupt the transportation industry to such a degree that electric mobility becomes the preferred, primary form of transportation. It was a lofty goal, near-impossible at the time. Yet, more than a decade and several all-electric vehicles later, Musk’s dream and his all-too-familiar Master Plan are actually happening.
Spurred by the success and the demand generated by vehicles like the Tesla Model S and Model 3, the auto industry is shifting towards electric transportation. Coupled with the ongoing climate emergency, several regions across the globe are also looking to drastically reduce their emissions, and one of the ways they are doing that is by phasing out the internal combustion engine. Paul Eichenberg, managing director of Paul Eichenberg Strategic Consulting and a longtime veteran in the auto industry, discussed these shifts in a recent appearance at Autoline After Hours.
During his discussions, Eichenberg noted that the auto industry, including the companies comprising its large supply chain, is already undergoing a steady departure from ICE technology. Aggressive emissions targets in regions such as Europe and China will eventually make it impossible for gas and diesel-powered vehicles to comply unless they become electric. Technological advancements such as autonomous driving solutions are also becoming a priority. This could be seen in how massive companies such as Volkswagen and Ford are currently partnering in a push towards EVs and full self-driving technology. Eichenberg noted that there would likely be more high-profile collaborations in the near future.
It is at this point that Tesla’s disruption, the “Tesla Effect,” if you may, becomes incredibly evident. Tesla might still be learning the ropes when it comes to running a car business, but it is becoming undeniable that the company has created an objectively superior product. Sandy Munro, who has torn down the Tesla Model 3 and other EVs like the Chevy Bolt and the BMW i3, remarked that Tesla’s electric sedan is at least a generation ahead of what other companies have put on the road in terms of the architecture, the electronic systems, and the software surrounding the vehicle. Tesla still needs to figure out a consistent way to make money, but in terms of the electric cars themselves, the company seems to have everything figured out.
With traditional auto catching up to upstart companies like Tesla, large carmakers are now looking to leverage the innovations from younger, smaller companies. This could be seen in how Ford willingly invested in Rivian, which has developed its own skateboard platform that features much of the same concepts as Tesla’s skateboard chassis. Eichenberg, citing an OEM he spoke with prior to the announcement of Ford’s Rivian investment, stated that building a skateboard similar to Rivian’s and Tesla’s will likely result in a seven-year lead in the marketplace.
With electric cars being far more straightforward in terms of parts and components, a significant number of companies whose businesses rely on the internal combustion engine are currently being faced with a dilemma. Eichenberg gave an example of this in a brief discussion about forgings. “If you look at the forgings, a typical vehicle like the Pacifica — you know, V6, 8-speed — that has 107 forgings in it, in just that traditional ICE engine ecosystem. When you go to an electric vehicle, whether it’s the (BMW) i3, the Teslas, the (Chevy) Bolt, whatever it is, there’s eight or nine. So you have a 90% over-capacitation of an industry. And here’s an industry that’s only 90 billion globally, and half of everything it does is in the engine-transmission ecosystem,” he said.
Elaborating further, Eichenberg mentioned that big-tier corporations such as Honeywell and Delphi, whose businesses are tied to the internal combustion engine, are now positioning themselves through spinoffs as a way to shed their ICE-centered assets. Unfortunately, smaller companies don’t have it as easy, particularly as private equities and investors do not seem interested in ICE innovations anymore. Eichenberg shared the story of Dayco, a private equity-owned business which experienced multiple failed sale processes. Eventually, the company ended up taking the deal to China, where it failed to receive a single bid. Among the key reasons behind these failures was Dayco’s line of business.
“Why is Dayco an indication of what private equities are going to do? It’s because Dayco makes pulley systems that go in front of the internal combustion engine. And of course, what’s been the first element to be electrified? All the pumps and all these systems that run off this pulley system. So, the market has already recognized, ‘Hey you know what, we’re not interested in these types of assets,’” he said.
Overall, it appears that traditional automakers’ decision to “wait and see” if Tesla survives and succeeds was a miscalculation at best. As it turned out, well-designed, long-range electric cars caught on, and with the advent of the Tesla Model 3 Standard Plus, which currently starts below $40,000 with Autopilot as standard, it is now becoming quite evident just how much catching up is needed for traditional auto to thrive (or even survive) in the age of the electric car. Yet, as more large automakers collaborate on technology that companies like Tesla have developed on their own, and as investments flow into young, innovative companies like Rivian, it is becoming a certainty that the internal combustion engine is indeed on its twilight years.
Watch Paul Eichenberg’s segment in Autoline After Hours in the video below.
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
