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Tesla’s software fixes, the NHTSA’s status quo, and an impending need for updated recall terminologies
It is no secret that Tesla is a popular topic, so much so that the coverage around the company is immense. Couple this with CEO Elon Musk’s rockstar persona and you get a company whose vehicles are looked at under a microscope constantly. It might feel unfair for some, but it’s just the way it is. Tesla — by simply being Tesla — is newsworthy.
Tesla’s newsworthiness is a double-edged sword. A look at the coverage for the company’s vehicle recalls from the NHTSA would prove this point. So notable is Tesla’s news coverage that a mainstream newsreader would likely get the impression that Teslas get recalls frequently. The opposite is true. As evidenced by Reuters in the graphic below, data from January 1, 2020, through February 17, 2022, shows that Tesla actually recalls its vehicles less frequently than some of the market’s leading automakers. Tesla is also the only carmaker performing a large share of its vehicle recalls through over-the-air software updates.
Tesla currently handles the majority of the industry’s remote software recalls, but it would soon not be the only one. New electric vehicle makers have used the idea of software updates as a means to promote their EVs’ capabilities. Rivian has performed OTA updates to its R1 vehicles, and those cars are only starting customer deliveries. Lucid is the same with its Air sedan, with the company rolling out features like Automatic Emergency Braking, Cross-Traffic Protection, Lane Departure Protection, Traffic Drive-Off Alert, and other features earlier this month through a software update. Ford has been rolling out updates called “Power-Ups” to the Mustang Mach-E as well.
Considering that software-based fixes are only bound to get more widespread over the coming years, one must then ask the question: Should software-based over-the-air fixes be dubbed and classified with the same terminologies as physical recalls, which typically involve the replacement of vehicle hardware?
A Vastly Different “Recall” Experience
Any car owner has likely experienced a recall for their vehicle at some point in their driving life. And more likely than not, one’s experience is probably not that pleasant. I certainly count myself among drivers who look at vehicle recalls with trepidation. My current vehicle, a Japanese-made van, was part of a minor fuel pump recall a couple of years ago, and even addressing that took a whole day out of my weekend. The dealer was overwhelmed with the number of cars it was fixing that day, and tempers among owners were flaring by the hour — all for a simple fuel pump replacement. I’ve been told that my experiences with vehicle recalls are not that unique.
In comparison, a software-based fix, such as the disabling of FSD Beta’s “rolling stops” feature, only required affected vehicles to be connected to the internet. There was no dealer visit, no forms to fill out, and no staff to argue with. The car was connected to the internet, a software fix was implemented, and the issue was resolved. One can argue that Tesla’s software fix to disable FSD Beta’s “rolling stops” feature was safety-related, and that’s true. But one could also argue that at least from a driver’s point of view, the experience related to software and hardware-based recalls is vastly different.
The Status Quo
Despite the different experiences involved when software and hardware-based vehicle recalls are addressed, it appears that the National Highway Traffic Safety Administration (NHTSA) will, at least for now, keep the status quo. Teslarati reached out to the NHTSA to inquire if it was considering the adoption of updated terminologies for cars whose fixes are completed through OTA software updates, but the agency suggested that this would likely not be the case, at least for now. According to the NHTSA, vehicle manufacturers must initiate a recall for any repair that remedies a safety risk, regardless of whether the issue is fixed by software update or by hardware replacement.
“The National Highway Traffic Safety Administration is committed to ensuring the highest safety standards on the nation’s roadways. NHTSA is empowered with robust tools and authorities to protect the public, to investigate potential safety issues, and to compel recalls when it finds evidence of noncompliance or an unreasonable risk to safety. Manufacturers are required to initiate a recall for any repair, including a software update, that remedies an unreasonable risk to safety. NHTSA recalls can include any required repair, which includes a software update, to remedy a potential safety risk. Manufacturers are also required to submit any communications to owners, dealers, and others about any software updates that address a defect, whether it is safety-related or not,” the NHTSA stated.
Product recall specialist and associate professor at the Indiana University Kelley School of Business Professor George Ball told Teslarati that while the NHTSA’s use of similar terminologies for software and hardware-based recalls is “definitely an example of regulators and industry moving at a different pace on technology,” the agency’s hesitation in adopting new terminologies for OTA fixes is understandable. Professor Ball further explained that using terms such as “soft recall” to refer to software-based vehicle fixes might imply a reduced level of risk, and this is something that the NHTSA would likely be unwilling to do.
“I believe NHTSA would resist ‘soft recall’ terminology because it implies a reduced level of customer hazard and allows the firm to be under less scrutiny by the press and public for quality corrections. While some updates are minor, some of the Tesla software upgrades are actually quite serious, and if not done, can allow a harmful defect to persist,” the recall specialist said.
But while the NHTSA’s stance on recall terminologies is completely understandable, one cannot deny the fact that the issues covered by vehicle recalls have a very wide range of risks. Take Tesla’s recall for 817,143 vehicles, which was announced earlier this month, for example. The recall was initiated since a software error may prevent a warning chime from activating even if drivers do not have their seat belts on. From a layman’s perspective, this recall seems grave as it affects over 800,000 Teslas on the road today. However, the issue was simply addressed through firmware release 2021.43.101.1 and later, which included a remedy for the seat belt chime error.
Compare this with General Motors’ recall last year of 400,000 pickup trucks in the US. Granted, it only affected about half as many vehicles as Tesla’s seat belt chime recall, but its hardware-based nature suggested that the risk presented by the issue was great. The recall covered certain 2015 and 2016 Chevrolet and GMC Sierra 1500, 2500, and 3500 trucks, and it involved a faulty airbag inflator that may rupture without warning. To fix the issue, owners of the affected trucks were required to head to a dealer so that they could get their airbag modules replaced. Since parts were in short supply last year, however, owners were notified with a letter to inform them when their trucks’ replacement parts were available.
What Can Be Done
While the NHTSA will likely continue to maintain the status quo with its recall terminologies for the foreseeable future, Professor Ball told Teslarati that the agency can actually implement some adjustments now that can make distinguishing safety fixes and issues clearer. This would likely be extremely important in the near future as more connected cars are rolled out and software updates become the norm.
“If I were to provide advice to the NHTSA, I would recommend that they get out ahead of this issue before every car maker starts updating cars like Tesla. One way to do it is to require the automaker to send all auto updates to NHTSA when pushed out, and to classify updates as ‘minor’ or ‘major.’ Any major update that impacts customer safety would be classified as a recall. Automakers won’t like this, but it will help keep the safety fixes transparent for all, especially consumers. By sending all updates to NHSTA, the agency could assign qualified people to audit the classifications assigned by the manufacturer, to ensure they are making good decisions there.
“I think any language that de-emphasizes the importance of a safety recall is not likely to be supported by NHTSA, and it doesn’t likely help customer safety. A clear distinction needs to be made between minor updates and major updates that influence safety. Those major updates should be classified as a recall, and NHTSA needs to get their arms around these updates and keep on top of them soon, or they will fall way behind the industry,” the recall specialist said.
Recalls can affect the perception of a company to the public. Software fixes should be one of the factors that are considered an edge for automakers like Tesla, not the other way around. Gary Black, Managing Partner of The Future Fund LLC, explained this from the point of view of a Tesla investor. “Since every NHTSA recall so far has been quickly solvable via Tesla OTA updates, ‘recalls’ are noise to most investors. Tesla’s huge software edge highlights one of the key advantages of owning Tesla over every other EV manufacturer,” the Wall Street veteran told Teslarati.
OTA updates, including those related to vehicle safety, are coming. With automakers like Ford joining the group of carmakers embracing OTA updates, software-based fixes are inevitable. Ultimately, I am inclined to agree with the recall specialist. By refusing to adapt to the advent of software-based vehicle fixes, the NHTSA may risk being left behind by the automotive industry. And that’s a scenario that I believe no automaker — or government agency for that matter — would prefer.
Don’t hesitate to contact us with news tips. Just send a message to simon@teslarati.com to give us a heads up.
United Airlines CEO Scott Kirby said that SpaceX’s Starlink satellite internet is its leading competitive advantage in the U.S. airline industry. However, in recent comments, while he described the service as “the biggest competitive advantage” the carrier currently holds, he also acknowledged that the edge is temporary.
“…everybody eventually is going to have high-speed low earth orbit internet connectivity. It’s going to be a must-have. We are going to have a few years of being the only airline that has it at scale, and that’s our mission,” Kirby said. Until everyone has it, United aims to capitalize on its head start by converting trial users into long-term loyal customers.
🚨 United CEO Scott Kirby calls Starlink “the biggest competitive advantage,” but says it’s temporary.
“I think it’s the biggest competitive advantage. And it’s temporary. Like it’s not, everybody eventually is going to have high speed low earth orbit internet connectivity. It’s going to be a must-have. But we are going to have a few years of being the only airline that has it at scale, and that’s our mission.”
“I think we’re going to convince customers that United is the best airline and we’re going to get customers to switch their loyalty, to get our credit card, switch their loyalty to United. Not because of Starlink. They’re going to try us for Starlink and they’re going to stay with all the other technology, and everything else is better, and the technology in particular is so much better than technology other, and it’s accelerating because we’ve got the right tech stack, and because we’re like, our gap is getting wider and wider with our technology every day.”
Next: LAX becomes United’s first 100% Starlink hub in the first half of next year, and the United app will show your Starlink odds for each flight. https://t.co/hToyFWaWj7
— TESLARATI (@Teslarati) October 27, 2026
United has moved faster than its rivals on Starlink installations. As of mid-to-late October 2026, the system was on roughly 43 percent of its fleet, with plans to reach 61 percent by year-end, 87 percent by June 2027, and full fleet coverage by the end of next year.
The airline already operates more Starlink-equipped flights than the rest of the U.S. industry combined. Los Angeles International Airport is scheduled to become United’s first 100 percent Starlink hub in the first half of 2027, and the carrier’s app will display the likelihood that any given flight has the service.
Kirby has pointed to early evidence that the offering influences booking decisions. Some passengers loyal to other airlines are already switching flights for Starlink connectivity, something the airline, along with American Airlines, has tried to leverage against competing airlines. Both companies used status-match programs, and some of those customers are pursuing company-specific credit cards, which signals an intent to stay.
Once onboard, these customers encounter the airline’s broader investments in aircraft, larger seat-back screens, oversized bins, connection tools, and a mobile app that Kirby says outperforms competitors. Wi-Fi satisfaction scores on Starlink-equipped planes have been reported to be nearly double those on aircraft with other systems.
Competitors are moving slowly to do the same. Southwest Airlines began installations in 2025 and expects to complete them soon. Delta is pursuing Amazon’s Leo system, while American expects to start Starlink work in early 2027 and has not yet detailed regional-fleet plans. This timeline gap gives United a multi-year window in which it remains the only major U.S. carrier offering Starlink at scale.
Kirby has framed the strategy as pressing that advantage while simultaneously widening gaps in other technology areas so that customers who try United for the Wi-Fi remain for the overall experience.
The approach reflects a calculated bet that superior in-flight connectivity can accelerate share gains and support longer-term financial targets, including a 10 percent pre-tax margin goal.
High-speed internet is particularly valued by premium and business travelers who can work or stream reliably. As low-Earth-orbit service becomes ubiquitous, the temporary nature of the pure connectivity edge means United’s retention will depend on whether its other product and operational improvements keep pace.
Tesla Cybercab skips the traditional paint shop entirely, marking an unorthodox process for coloring the fully autonomous vehicle. However, the decision was a smart one, as it slashed factory costs, floor space utilization, and complexity, since Tesla relied on specialized alloys and in-mold coloring.
Munro Live was given the opportunity to do a factory walkthrough with Tesla Vice President of Vehicle Engineering Lars Moravy, who explained and detailed how Cybercab production at Giga Texas eliminates one of the automotive manufacturing industry’s most expensive and space-hungry elements.
A conventional paint line can cost hundreds of millions of dollars and require a million man-hours to build. Moravy framed the choice around Tesla’s core rule: “Question the requirements: why do you need paint?”
🚨 Super cool quote from the Cybercab breakdown on the decision to avoid traditional paint:
“One of the most expensive parts of the factory is a paint line… a few hundred million dollars, a million man hours to build one… rule number one at Tesla, question the requirements. Why do you need paint?… the alloys we use in the castings… don’t oxidize and reduce strength over time.” -@larsmoravy
Model Y and Cybertruck bodies are fully coated and painted. On Cybercab, only the side pieces get the anti-corrosion dip coat, and there’s no paint shop at all, which helps cut factory floor space per car by about 50%.
— TESLARATI (@Teslarati) October 26, 2026
The structural answer lies in material selection. The aluminum alloys used in Cybercab’s front and rear castings do not oxidize and lose strength over time, the way many common automotive aluminum alloys do. Only the side modules, built around hot-stamped boron-steel door rings, receive an anti-corrosion e-coat, or dip coat. Front and rear modules skip coating altogether.
Model Y and Model 3 bodies, by contrast, are fully coated and painted.
Exterior colors come from the plastics shop, which Tesla engineers described as “our paint shop” for the Cybercab. Body panels are produced via reaction injection molding, referred to as RIM. Color is then mixed into a polyurethane resin at the mix head immediately before injection, so the panel emerges already colored with a Class-A surface.
Robots trim overflow to control sink marks and flow lines. The process avoids conventional spray-paint defects like orange peel and paint bleed. Scratches can still be repaired with compatible coatings that behave “basically like paint.” Because color is integral rather than a surface layer, shallow scratches do not expose a contrasting undercoat.
The secret behind Tesla’s Cybercab Gold goes well beyond just the color
Tesla has also explored related approaches, including in-mold lamination and painted films on stamped panels.
The manufacturing payoff is substantial because removing the paint shop, combined with the “unboxed” modular process that builds and tests front, rear, side, and center modules in parallel before a short final assembly, cuts factory floor space per vehicle by about 50 percent.
Final assembly itself uses only about 25 automated stations, far fewer than the typical Model Y line, and the overall line runs at about 78 percent automation, Moravy said. The approach also eliminates volatile organic compound emissions associated with traditional spray painting for these panels and shortens the coloring cycle from hours to minutes.
Cybercab’s paint strategy is clearly less about aesthetics than about systematically deleting capital-intensive, energy-heavy, and space-consuming steps once material science and process design make them unnecessary. It is a concrete example of Tesla applying first-principles questioning to one of the auto industry’s most entrenched factory requirements.
Investor's Corner
Tesla has a Cybercab problem nobody saw coming
Tesla’s Cybercab line now builds robotaxis faster than Tesla can deploy them, Lars Moravy says.
Tesla’s Cybercab line in Texas can now build the two seat robotaxi faster than the company can put it into service, according to Lars Moravy, Tesla’s Vice President of Vehicle Engineering. “We don’t run every day because the line can run so fast. It’s currently outpacing our deployments,” Moravy said in a new Cybercab deep dive from Munro Live. “So, it’s a bit of a race right now. Who’s going to go faster? Right now the manufacturing line’s ahead.”
Tesla’s official Robotaxi account shared a Cybercab analysis video on X on Monday, calling it a “Cybercab engineering deep dive.” Moravy’s comments go further than what he told analysts on the Q3 earnings call last week, when he said the Cybercab line’s listed capacity of more than 125,000 units a year undersells what it can actually run.
The tour shows where that speed comes from. Tesla’s unboxed process splits the Cybercab into front, rear, side and center modules that are built and tested on their own before they meet on a short final line. That final line has just 25 fully automated stations, which Tesla’s team estimated is a fifth to a tenth of what a Model Y needs. The full line is about 78% automated, the framing line is already at 100%, and the layout uses roughly 50% less floor space per vehicle. The stated goal is “100% automation in 10 second cycle time,” or one finished Cybercab every 10 seconds.
Tesla also deleted the paint shop. Only the side modules are coated, and the exterior panels get their color inside the molding machine. Engineers said the car is designed to run at least 500,000 miles, which matters for a vehicle that will spend most of its day carrying riders.
The battery got the same treatment. The Cybercab uses an 88S6P pack of 4680 cells in a steel enclosure, a first for Tesla, with each module potted separately so a single failed module can be swapped instead of the whole pack. Wireless battery management boards replace a wiring harness, and new contactors are fast enough to drop the pyro fuse entirely. Tesla’s battery director graded the pack an A minus, compared with a D for the Model Y structural pack and a B minus for Cybertruck. Up front, the drive unit runs an 11:1 gear ratio versus roughly 9:1 on most Teslas, since the Cybercab does not need a high top speed.
Cybercab engineering deep dive — Robotaxi (@robotaxi) October 26, 2026
The deployment side is now the bottleneck Moravy described. Tesla had more than 50 Cybercabs working the Formula 1 weekend in Austin, and Texas records show 463 Cybercabs registered. Tesla said on its earnings call that Cybercab service will launch in Dallas next month, and Moravy said the company is aiming to get Cybercabs to customers by the end of 2026. Every unit built so far has gone into Tesla’s own fleet since the line moved into volume production in April.
Munro Live also asked when it could get a Cybercab to tear down. Tesla’s answer: “Not yet.”
Starlink is ‘biggest competitive advantage,’ but it’s temporary, United CEO says
Tesla Cybercab’s unorthodox paint process explained
