News
Tesla is ending the era of half-hearted, compliance electric cars
Carried forward by the momentum of electric vehicles like the Tesla Model 3, upcoming EVs from experienced carmakers such as Porsche and Volvo are showing a trend in the auto industry — from this point on, the automotive market will be fought with electric cars, and there will be no turning back.
It might be difficult to imagine today considering the success of the Model 3 and the influx of electric vehicles from veteran carmakers, but there was once a time when EVs were mostly half-hearted attempts whose primary purpose was to meet the mandates set by the California Air Resource Board (CARB). The EVs produced during this period even earned a very appropriate moniker — compliance cars. Among these were the Ford Focus EV, GM’s Spark EV, the Fiat 500e, the RAV4 EV, and the Honda Fit EV, all of which were adequate vehicles, but are costly and compromised in range and cargo compared to their gas-powered counterparts.
During the height of the compliance car era, some companies opted to pursue a different path. Among these is Nissan, whose all-electric vehicle, the Leaf, was sold across the United States. The Leaf would go on to be one of the best-selling EVs in the market. Tesla also saw a lot of growth in but a few years, bringing to market the Model X SUV and the Model 3 midsize sedan. Just like the Leaf, Tesla’s electric cars sold well, finding a strong following among consumers for who prefer the company’s no-compromises approach when it comes to the safety, performance, tech, and features of its vehicles. Tesla’s momentum never really stopped, as seen in the earlier-than-expected launch of the $35,000 Standard Model 3 recently.
It could be said that Elon Musk’s tenacity and his stubborn refusal to give up when faced with large challenges is a reason behind Tesla’s success. With Tesla all but proving that there is a demand for well-designed electric vehicles, other carmakers followed suit. In 2018 alone, several electric cars from established manufacturers were released, headlined by the Jaguar I-PACE, the Audi e-tron SUV, and the Mercedes-Benz EQC. Unlike compliance cars of years past, these vehicles were hyped as essential entries into their respective companies’ shift towards electric mobility. Nevertheless, some of these vehicles, such as the EQC, still carried over much of its gas-powered siblings’ characteristics, such as a front trunk full of components.
More recent electric vehicles from experienced carmakers seem to be better-designed. The Polestar 2 from Volvo, for one, proved impressive during its launch. With its dual motors that produce 408 hp, its deep integration of Google’s Android software, and a starting price of $45,000, the Polestar 2 can serve as an alternative for buyers who do not wish to purchase a Model 3. The Porsche Taycan, which is expected to be unveiled later this year, was also carefully designed from the ground-up as a high-performance electric car. Porsche has fully committed to electrification, with the company retiring its diesel lineup in favor of greener options. In the same way that the Polestar 2 can be an alternative to the Model 3, the Taycan can also be the perfect vehicle for buyers who wish to purchase a large sedan that is not a Tesla Model S.
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- Porsche Taycan rendering via TaycanForum.com
The Polestar 2 and the Porsche Taycan. (Photo: Polestar, TaycanForum.com)
If there is anything more that experienced automakers can do, it is to produce their premium electric vehicles in large quantities. Porsche, despite being a low-volume carmaker, is adopting this strategy, with the Taycan’s initial 20,000 a year output being changed to 40,000 per year. Volvo is planning to produce a decent number of Polestar 2 every year as well, with the company planning on an output “north of” 50,000 units per year. This is something highlighted by Elon Musk in a tweet earlier this year, when he noted that Tesla’s competition is “not the small trickle of non-Tesla electric cars being produced, but rather the enormous flood of gasoline cars pouring out of the world’s factories every day.”
Elon Musk will be the first person to remind anyone that Tesla’s primary goal has always been to accelerate the advent of sustainable transport. Considering the influx of electric vehicles from veteran carmakers, as well as seemingly solid entries from younger companies like Rivian, it appears that finally, after years of swimming against the current, the auto industry is finally getting on board with Tesla’s mission. For Elon Musk, at least, it appears that his Master Plan, which outlines his vision for sustainable transportation, is coming together.
News
Nvidia CEO Jensen Huang explains difference between Tesla FSD and Alpamayo
“Tesla’s FSD stack is completely world-class,” the Nvidia CEO said.
NVIDIA CEO Jensen Huang has offered high praise for Tesla’s Full Self-Driving (FSD) system during a Q&A at CES 2026, calling it “world-class” and “state-of-the-art” in design, training, and performance.
More importantly, he also shared some insights about the key differences between FSD and Nvidia’s recently announced Alpamayo system.
Jensen Huang’s praise for Tesla FSD
Nvidia made headlines at CES following its announcement of Alpamayo, which uses artificial intelligence to accelerate the development of autonomous driving solutions. Due to its focus on AI, many started speculating that Alpamayo would be a direct rival to FSD. This was somewhat addressed by Elon Musk, who predicted that “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.”
During his Q&A, Nvidia CEO Jensen Huang was asked about the difference between FSD and Alpamayo. His response was extensive:
“Tesla’s FSD stack is completely world-class. They’ve been working on it for quite some time. It’s world-class not only in the number of miles it’s accumulated, but in the way it’s designed, the way they do training, data collection, curation, synthetic data generation, and all of their simulation technologies.
“Of course, the latest generation is end-to-end Full Self-Driving—meaning it’s one large model trained end to end. And so… Elon’s AD system is, in every way, 100% state-of-the-art. I’m really quite impressed by the technology. I have it, and I drive it in our house, and it works incredibly well,” the Nvidia CEO said.
Nvidia’s platform approach vs Tesla’s integration
Huang also stated that Nvidia’s Alpamayo system was built around a fundamentally different philosophy from Tesla’s. Rather than developing self-driving cars itself, Nvidia supplies the full autonomous technology stack for other companies to use.
“Nvidia doesn’t build self-driving cars. We build the full stack so others can,” Huang said, explaining that Nvidia provides separate systems for training, simulation, and in-vehicle computing, all supported by shared software.
He added that customers can adopt as much or as little of the platform as they need, noting that Nvidia works across the industry, including with Tesla on training systems and companies like Waymo, XPeng, and Nuro on vehicle computing.
“So our system is really quite pervasive because we’re a technology platform provider. That’s the primary difference. There’s no question in our mind that, of the billion cars on the road today, in another 10 years’ time, hundreds of millions of them will have great autonomous capability. This is likely one of the largest, fastest-growing technology industries over the next decade.”
He also emphasized Nvidia’s open approach, saying the company open-sources its models and helps partners train their own systems. “We’re not a self-driving car company. We’re enabling the autonomous industry,” Huang said.
Elon Musk
Elon Musk confirms xAI’s purchase of five 380 MW natural gas turbines
The deal, which was confirmed by Musk on X, highlights xAI’s effort to aggressively scale its operations.
xAI, Elon Musk’s artificial intelligence startup, has purchased five additional 380 MW natural gas turbines from South Korea’s Doosan Enerbility to power its growing supercomputer clusters.
The deal, which was confirmed by Musk on X, highlights xAI’s effort to aggressively scale its operations.
xAI’s turbine deal details
News of xAI’s new turbines was shared on social media platform X, with user @SemiAnalysis_ stating that the turbines were produced by South Korea’s Doosan Enerbility. As noted in an Asian Business Daily report, Doosan Enerbility announced last October that it signed a contract to supply two 380 MW gas turbines for a major U.S. tech company. Doosan later noted in December that it secured an order for three more 380 MW gas turbines.
As per the X user, the gas turbines would power an additional 600,000+ GB200 NVL72 equivalent size cluster. This should make xAI’s facilities among the largest in the world. In a reply, Elon Musk confirmed that xAI did purchase the turbines. “True,” Musk wrote in a post on X.
xAI’s ambitions
Recent reports have indicated that xAI closed an upsized $20 billion Series E funding round, exceeding the initial $15 billion target to fuel rapid infrastructure scaling and AI product development. The funding, as per the AI startup, “will accelerate our world-leading infrastructure buildout, enable the rapid development and deployment of transformative AI products.”
The company also teased the rollout of its upcoming frontier AI model. “Looking ahead, Grok 5 is currently in training, and we are focused on launching innovative new consumer and enterprise products that harness the power of Grok, Colossus, and 𝕏 to transform how we live, work, and play,” xAI wrote in a post on its website.
Elon Musk
Elon Musk’s xAI closes upsized $20B Series E funding round
xAI announced the investment round in a post on its official website.
xAI has closed an upsized $20 billion Series E funding round, exceeding the initial $15 billion target to fuel rapid infrastructure scaling and AI product development.
xAI announced the investment round in a post on its official website.
A $20 billion Series E round
As noted by the artificial intelligence startup in its post, the Series E funding round attracted a diverse group of investors, including Valor Equity Partners, Stepstone Group, Fidelity Management & Research Company, Qatar Investment Authority, MGX, and Baron Capital Group, among others.
Strategic partners NVIDIA and Cisco Investments also continued support for building the world’s largest GPU clusters.
As xAI stated, “This financing will accelerate our world-leading infrastructure buildout, enable the rapid development and deployment of transformative AI products reaching billions of users, and fuel groundbreaking research advancing xAI’s core mission: Understanding the Universe.”
xAI’s core mission
Th Series E funding builds on xAI’s previous rounds, powering Grok advancements and massive compute expansions like the Memphis supercluster. The upsized demand reflects growing recognition of xAI’s potential in frontier AI.
xAI also highlighted several of its breakthroughs in 2025, from the buildout of Colossus I and II, which ended with over 1 million H100 GPU equivalents, and the rollout of the Grok 4 Series, Grok Voice, and Grok Imagine, among others. The company also confirmed that work is already underway to train the flagship large language model’s next iteration, Grok 5.
“Looking ahead, Grok 5 is currently in training, and we are focused on launching innovative new consumer and enterprise products that harness the power of Grok, Colossus, and 𝕏 to transform how we live, work, and play,” xAI wrote.
Nvidia CEO Jensen Huang explains difference between Tesla FSD and Alpamayo
Elon Musk confirms xAI’s purchase of five 380 MW natural gas turbines
