News
Volvo to adopt “Tesla style” megacasts for its next-gen electric vehicles
The use of Giga Presses may be considered futile and ill-conceived by Tesla skeptics, but it appears that some veteran automakers are currently preparing to adopt the technology for their next generation electric vehicles. First up seems to be Volvo, which recently noted that its Torslanda factory in Sweden, one of the company’s oldest and largest plants, would be shifting to the use of megacasts within the coming years.
Similar to Tesla, which practically pioneered the use of megacasts by using them for the Model Y, Volvo would be using the massive components for its next-generation electric vehicles. In a statement to Automotive News Europe, Volvo Solution Architect Vehicle Platform Mikael Fermer remarked that the use of megacasts is one of the company’s biggest technological shifts. “This is the biggest technology shift since we switched from wood to steel (for car bodies),” Fermer said.
The Torslanda factory is one of Volvo’s most historical sites, having been opened in April 1964. The facility is expected to receive numerous changes during its transition into an electric vehicle factory. A battery assembly plant would be added to the site, which would allow the automaker to integrate battery cells and modules to the floor structures of its upcoming EVs.
Volvo’s head of engineering and operations Javier Varela noted that the shift to the use of megacasts could result in 75% time savings compared with how large aluminum body components are traditionally put together today. “You avoid the stamping and welding processes and replace them with a megacasting process that is a one-shot injection followed by some tweaks after the injection,” Varela said.
Varela also noted that ultimately, the use of megacasted parts should allow Volvo to enjoy some sustainability benefits. “All the aluminum that you are injecting is used. You don’t have any scrap like you do with stamping,” Varela added.
While exciting, the utilization of megacasts in Volvo’s Torslanda plant is expected to start around 2025. By this time, the factory would likely also be ready to start the full production of the company’s next-generation EVs. Today, the Torslanda plant produces vehicles like the Volvo XC90 and XC60 SUVs, as well as the V90 station wagon.
Interestingly enough, it is not just Volvo that is looking to adopt megacasts in their future vehicle production. Other automakers such as German luxury car maker Mercedes-Benz is reportedly looking to utilize single-piece casts as well. Mercedes-Benz is reportedly looking to utilize megacasts to form the rear of its EQXX concept, which made its debut in Las Vegas last month during CES 2022.
Volvo is yet to announce if it is also purchasing Giga Presses from the IDRA Group, the company currently producing Tesla’s machines. That being said, the automaker did state that it was speaking with leading machine manufacturers to help the company make the switch to megacasts at the Torslanda site. No final decisions have been made yet, however, according to a Volvo spokesperson.
Volvo is looking to make half of its global vehicle sales from battery-powered cars by 2025. By 2030, the company plans to be an electric-only carmaker. To help foster and accelerate this transition, Volvo has announced investments totaling over $4 billion over the past two years.
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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.”
News
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
