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VW ID.3 software failures have cost Tesla and Elon Musk a key ally in the EV transition
The automotive sector’s transition to electric mobility is undeniable at this point, but the pace of the transition itself depends largely on the number of automakers that dedicate themselves seriously to EVs. While Tesla is at the forefront of this change with the Model S,3,X, and Y, the company needs all the help it can get from veteran automakers to foster the adoption of sustainable transportation as quickly as possible.
For some time now, one of Tesla and CEO Elon Musk’s key ally in the emerging electric vehicle sector is Herbert Diess, a huge proponent of EVs. Musk and Diess have expressed their support for each other openly, both on Twitter and in previous interviews. This was particularly evident during the 2019 Golden Steering Wheel Awards in Berlin, when both executives traded compliments as they showed their optimism about the electric vehicle sector.
Unfortunately, circumstances surrounding the Volkswagen ID.3, the first of the German automaker’s flagship line of all-electric vehicles, may have resulted in Diess being stripped of his role as the chairman of the Volkswagen brand. According to a Wall Street Journal report, part of the reason behind Diess’ removal had to do with the ID.3’s delays, particularly regarding the vehicles’ in-car software.
The Volkswagen ID.3 was poised to be the German automaker’s answer to the Tesla Model 3, a vehicle that may even be considered as the second coming of the ubiquitous Beetle. The vehicle has been in the works for years now, and much progress has been made towards its release. The ID.3 actually entered production, but there was one glaring issue — its software had numerous issues, preventing the car from bring cleared for deliveries.
These software issues were severe, with previous reports pointing to dozens of bugs being posted by test drivers practically every day. Reports also pointed to release dates for the vehicle being pushed back, and in the Wall Street Journal’s recent report, the publication noted that the ID.3 had actually been delayed a second time. Some versions of the car are reportedly poised to be delivered this September, but cloud-connected units are not due to come out until the end of this year.
Cloud connectivity is a key aspect of the Volkswagen ID.3, as it would allow the German automaker to provide a user experience not unlike the one offered by Tesla and its constant over-the-air software updates. Reports have indicated that Volkswagen’s software engineers have not been able to accomplish this, despite the company’s cloud-based applications being developed with Microsoft.
A report from Germany’s Auto Motor und Sport has noted that Diess’ replacement would likely be Oliver Blume, who is Porsche’s CEO. Blume, while not openly friendly to Tesla and Elon Musk as Diess, has something tangible under his belt: the Taycan, an all-electric car that is actually being delivered to customers today. But it should be noted that the Taycan is more of a true driver’s car that just happens to be electric, instead of a Model 3 rival that is reasonably priced and bleeding with tech.
Hopefully, the loss of Diess at Volkswagen’s helm will not become a roadblock to the established automaker’s transition to electric cars. The era of electric vehicles seems to be at hand, after all, with the emergence of technologies such as a million-mile battery and vehicles that near price parity with internal combustion cars.
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
