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Tesla Model 3 becomes focal point of EV debate between VW and Toyota
The arrival and the succeeding disruption being brought upon by the Tesla Model 3 has been palpable, especially in the United States’ auto market. While the all-electric vehicle experienced some delays during its initial production, it was nonetheless successful enough to be hailed as the US’ best-selling luxury vehicle of 2018, selling a total of 145,846 units over the year.
This is something that has not gone unnoticed by veterans of the car industry. At a forum co-hosted by the National Automobile Dealers Association on Tuesday, Scott Keogh, the chief executive officer of Volkswagen AG’s US unit, noted that Tesla has all but proven that electric vehicles are here to stay. The exec noted that Volkswagen plans to release electric cars of its own, including a small, all-electric SUV that will be part of its $800 million investment in its Chattanooga, Tennessee plant.
Addressing Tesla’s rise from a niche electric car maker to a company that is now attempting to breach the mass market, Keogh stated that “we have not seen in the history of the auto business, a company going from zero to fourth place in luxury in a matter of a few years.” The exec added that Volkswagen’s research has indicated that electric vehicles are at the top of numerous consumers’ list for their future vehicles; thus, “even if it’s 10 percent of the market, we want to pursue it (electromobility).”
The Volkswagen executive’s statement stands in stark contrast to the words of Toyota Motor Corp. executive vice president of sales Bob Carter. Addressing the attendees of the event roughly an hour after the Volkswagen executive, Carter argued against all-electric vehicles, stating that EV batteries are still far too expensive to be feasible. The executive stated that Toyota will eventually introduce an all-electric vehicle too, though he declined to give an estimated date for the vehicle’s release.
“On electrification, we see an opportunity in North America, but it’s much further down the road. The average vehicle today costs $34,000 and for many EVs, the battery costs $34,000. The economics are not there,” he said, later noting in an interview that “this is going to be a slow evolution in the U.S. market, unlike in China and Europe where there are government regulations hastening electrification. Nobody is selling electric vehicles at a profitable margin.”
It is quite ironic to see Volkswagen, a company whose reputation was tarnished by its high-profile dieselgate scandal, seeing the writing on the wall with regards to electric car adoption. Toyota, which pretty much started the green revolution with the release of the Prius over two decades ago, is showing what appears to be a stubborn tendency to deny electric vehicles as a whole. The Toyota executive’s comments about battery packs costing $34,000 alone is a notable example of this, since Tesla is currently selling variants of the Model 3 that cost only a few thousand dollars more than Carter’s battery pack cost estimate.
As for the Tesla Model 3, the vehicle is now disrupting other auto markets abroad. In Europe’s first quarter, car sales in the region dropped 3.7%, aggravated by issues such as a potential tariff war, the possible failure of Brexit, and the possibility of EU penalties if it can’t meet carbon dioxide emissions rules, to name a few. While companies like Fiat Chrysler Automobiles dived 12.7%, Tesla experienced a notable boost in the first quarter, thanks largely to the Model 3, which became Germany’s best-selling electric car just two months after it arrived in the country.
Elon Musk
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
Tesla CEO Elon Musk has provided an updated estimate for the training data needed to achieve truly safe unsupervised Full Self-Driving (FSD).
As per the CEO, roughly 10 billion miles of training data are required due to reality’s “super long tail of complexity.”
10 billion miles of training data
Musk comment came as a reply to Apple and Rivian alum Paul Beisel, who posted an analysis on X about the gap between tech demonstrations and real-world products. In his post, Beisel highlighted Tesla’s data-driven lead in autonomy, and he also argued that it would not be easy for rivals to become a legitimate competitor to FSD quickly.
“The notion that someone can ‘catch up’ to this problem primarily through simulation and limited on-road exposure strikes me as deeply naive. This is not a demo problem. It is a scale, data, and iteration problem— and Tesla is already far, far down that road while others are just getting started,” Beisel wrote.
Musk responded to Beisel’s post, stating that “Roughly 10 billion miles of training data is needed to achieve safe unsupervised self-driving. Reality has a super long tail of complexity.” This is quite interesting considering that in his Master Plan Part Deux, Elon Musk estimated that worldwide regulatory approval for autonomous driving would require around 6 billion miles.
FSD’s total training miles
As 2025 came to a close, Tesla community members observed that FSD was already nearing 7 billion miles driven, with over 2.5 billion miles being from inner city roads. The 7-billion-mile mark was passed just a few days later. This suggests that Tesla is likely the company today with the most training data for its autonomous driving program.
The difficulties of achieving autonomy were referenced by Elon Musk recently, when he commented on Nvidia’s Alpamayo program. As per Musk, “they will find that it’s easy to get to 99% and then super hard to solve the long tail of the distribution.” These sentiments were echoed by Tesla VP for AI software Ashok Elluswamy, who also noted on X that “the long tail is sooo long, that most people can’t grasp it.”
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Tesla earns top honors at MotorTrend’s SDV Innovator Awards
MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla emerged as one of the most recognized automakers at MotorTrend’s 2026 Software-Defined Vehicle (SDV) Innovator Awards.
As could be seen in a press release from the publication, two key Tesla employees were honored for their work on AI, autonomy, and vehicle software. MotorTrend’s SDV Awards were presented during CES 2026 in Las Vegas.
Tesla leaders and engineers recognized
The fourth annual SDV Innovator Awards celebrate pioneers and experts who are pushing the automotive industry deeper into software-driven development. Among the most notable honorees for this year was Ashok Elluswamy, Tesla’s Vice President of AI Software, who received a Pioneer Award for his role in advancing artificial intelligence and autonomy across the company’s vehicle lineup.
Tesla also secured recognition in the Expert category, with Lawson Fulton, a staff Autopilot machine learning engineer, honored for his contributions to Tesla’s driver-assistance and autonomous systems.
Tesla’s software-first strategy
While automakers like General Motors, Ford, and Rivian also received recognition, Tesla’s multiple awards stood out given the company’s outsized role in popularizing software-defined vehicles over the past decade. From frequent OTA updates to its data-driven approach to autonomy, Tesla has consistently treated vehicles as evolving software platforms rather than static products.
This has made Tesla’s vehicles very unique in their respective sectors, as they are arguably the only cars that objectively get better over time. This is especially true for vehicles that are loaded with the company’s Full Self-Driving system, which are getting progressively more intelligent and autonomous over time. The majority of Tesla’s updates to its vehicles are free as well, which is very much appreciated by customers worldwide.
Elon Musk
Judge clears path for Elon Musk’s OpenAI lawsuit to go before a jury
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder.
A U.S. judge has ruled that Elon Musk’s lawsuit accusing OpenAI of abandoning its founding nonprofit mission can proceed to a jury trial.
The decision maintains Musk’s claims that OpenAI’s shift toward a for-profit structure violated early assurances made to him as a co-founder. These claims are directly opposed by OpenAI.
Judge says disputed facts warrant a trial
At a hearing in Oakland, U.S. District Judge Yvonne Gonzalez Rogers stated that there was “plenty of evidence” suggesting that OpenAI leaders had promised that the organization’s original nonprofit structure would be maintained. She ruled that those disputed facts should be evaluated by a jury at a trial in March rather than decided by the court at this stage, as noted in a Reuters report.
Musk helped co-found OpenAI in 2015 but left the organization in 2018. In his lawsuit, he argued that he contributed roughly $38 million, or about 60% of OpenAI’s early funding, based on assurances that the company would remain a nonprofit dedicated to the public benefit. He is seeking unspecified monetary damages tied to what he describes as “ill-gotten gains.”
OpenAI, however, has repeatedly rejected Musk’s allegations. The company has stated that Musk’s claims were baseless and part of a pattern of harassment.
Rivalries and Microsoft ties
The case unfolds against the backdrop of intensifying competition in generative artificial intelligence. Musk now runs xAI, whose Grok chatbot competes directly with OpenAI’s flagship ChatGPT. OpenAI has argued that Musk is a frustrated commercial rival who is simply attempting to slow down a market leader.
The lawsuit also names Microsoft as a defendant, citing its multibillion-dollar partnerships with OpenAI. Microsoft has urged the court to dismiss the claims against it, arguing there is no evidence it aided or abetted any alleged misconduct. Lawyers for OpenAI have also pushed for the case to be thrown out, claiming that Musk failed to show sufficient factual basis for claims such as fraud and breach of contract.
Judge Gonzalez Rogers, however, declined to end the case at this stage, noting that a jury would also need to consider whether Musk filed the lawsuit within the applicable statute of limitations. Still, the dispute between Elon Musk and OpenAI is now headed for a high-profile jury trial in the coming months.
Tesla’s Elon Musk: 10 billion miles needed for safe Unsupervised FSD
Tesla earns top honors at MotorTrend’s SDV Innovator Awards
