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Tesla teardown specialist Sandy Munro lays the law on TSLAQ over false allegations
When Sandy Munro started his analysis of an early production Tesla Model 3, he was aghast at the vehicle’s quirks, and he made his disapproval known. Munro did not pull his punches back, pointing out the vehicle’s build quality issues and outlining exactly what was wrong with the all-electric sedan. Yet as soon as his analysis took him beyond the Model 3’s bodywork, Munro found something remarkable: Tesla’s tech was beyond everyone else’s in the automotive industry, and it’s not even close.
By the time he was finished tearing down the Model 3, Munro was already quite impressed with Tesla. Everything, he noted, from the Model 3’s suspension down to its batteries was on point, and the company’s tech was insane. Munro suggested that if Tesla had only paid more attention to its basics like build quality, the electric car maker would have wiped the floor with legacy automakers. These developments could all be reviewed through Munro’s multiple appearances at Autoline After Hours, where he is featured as a guest from time to time.
Munro and his company, Munro and Associates, eventually took on their next Tesla project by tearing down an early production Model Y. The veteran was gracious enough to share his insights on the vehicle through a series that he and his team uploaded on YouTube. The video series documented every step of the Model Y’s teardown process, and while Munro still observed a number of build quality-related points for improvement in the all-electric crossover, he was impressed overall. So impressed, in fact, that Munro opted to share his enthusiasm for the vehicle openly. Recent videos even include “tips” for Tesla that could improve their vehicles further.
#MunroAssociates Tips For #Tesla E3 – Night Vision HUD & Wire Reductionhttps://t.co/WlzodSDwWO pic.twitter.com/5dDEu9LzU9— Munro & Associates (@MunroAssociates) July 25, 2020
This did not sit well with Tesla critics, particularly the online TSLAQ group. Tesla critics and short-sellers are known to propagate the occasional conspiracy theory, whether that involves accusations of abuse by the Tesla CEO to alleged cover-ups by government agencies that are supposedly paid by the electric car maker to do their bidding. Granted, most of these conspiracy theories are just noise, but sometimes, this noise can result in very real repercussions. Unfortunately, this exact thing happened to Sandy Munro.
When it became evident that Munro was openly supportive of Tesla and the Model Y, it did not take long for the TSLAQ Twitter community to insinuate that the teardown expert was actually being paid by the electric car maker for good publicity. Notable short-sellers joined in on the insinuations, TSLAQ trolls dared Munro to file a lawsuit against them, and some members of the media who are known to be critical of the electric car maker brought up the fact that the teardown expert’s stance on Tesla changed over time.
These, of course, neglect to explore one possible explanation for Munro’s shift on his stance about Tesla. While Munro was openly critical of the Model 3 during his first look at the car, he was eventually won over by the tech and innovation that was put into the vehicle. The Model Y, which followed the Model 3, embodied many of Munro’s own points for improvement that he raised during his analysis of the all-electric sedan. Perhaps, just perhaps, Tesla is improving as an automaker, and the company’s electric cars are really in the bleeding edge of automotive tech.
Ever the fighter, Munro has posted a stern response to the insinuations leveled against him by Tesla critics. In a YouTube video, Munro laid down the law on TSLAQ, declaring that neither he nor his company is being paid to talk positively about the electric car maker. And in true Munro fashion, the teardown expert came with evidence, explaining exactly how innovations like the Octovalve are only possible in a company that works like Tesla. Following is his statement.
“Munro and Associates is not, I repeat, is not paid by Tesla to say or do or receive anything that we have. I know that some people are saying things like that. They don’t know what they’re talking about. I have to try and defend myself periodically, and this is it. So, I can tell you a little something right now that the Tesla haters or basically the people that are trying to drive me out of business are saying — that Tesla would never tell you.
“So this is part of the Octovalve. And what we’ve noticed is, we had one of our customers come in with a brand new Tesla. It was built about one month ago and we noticed that their product, the product that you’re seeing here — the aluminum supermanifold — their product had 13 design changes associated with it. Thirteen. I’m going to tell you. I couldn’t get one design change through in a year when I was at Ford Motor Company. They (Tesla) did 13 in three months. That’s why they’re kicking some serious butt.
“Another thing that we found was when we got our vehicle, there was no shroud around the compressor. Their vehicle had an excellent design for a shroud, and it looked spectacular. Now am I saying things that Tesla told me to tell you? I don’t think so… Munro and Associates and myself as the number one associate, we are in this strictly for the right reasons. I am not bought by anyone. No one in this company is bought by anyone. We are a consulting house that tells the truth all the time — good, bad, or ugly — and I’m just starting to find out about this. It’s all crap. Don’t believe any of it.”
Most of the tweets posted online which suggested that Munro was a paid shill for Tesla have already been deleted, though some screenshots of the posts have made the rounds online. It is through these that it was revealed that Sandy Munro has started preparing a lawsuit to hold the TSLAQ members liable for damages, seeing as one of his key clients was affected by the accusations. Based on a message sent by the veteran teardown specialist to a key Tesla critic, it appears that Munro is dead serious, and he is looking to hold those involved in the issue accountable.
Watch Munro’s statement on the allegations in the video below.
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
