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Tesla Autopilot and FSD Beta can be a remedy for drivers with PTSD — even in their imperfect state
It took Tesla owner Matthew Kerle a whole month to get behind the wheel of a car and drive on the highway once more. And when he did, things were not the same.
Just a few weeks before, Kerle was riding in his friend’s Pontiac Grand Am when the driver approached a sharp curve too fast. It was dusk, and the road was unfamiliar. Upon realizing that they were about to crash, Kerle braced for impact, planting his feet on the car’s floor and clenching his iPhone as tightly as he could in his hand. The driver tried to slow down, but it was not enough, and the vehicle started rolling. The impact was so violent that Kerle’s iPhone and shoes were wrenched from his hands and feet.
Things moved in slow motion at that point. Kerle hoped that the vehicle would roll a couple of times and he and his friends could get out. But it was not to be. Rolling in a car is one of Kerle’s biggest fears, but he steeled himself, hoping that the vehicle would eventually stop. It did, but the rolling sensation and shower of broken glass were quickly replaced by a sudden rush of cold, dark water. Unlike in the movies where the water slowly rises when a car falls into water, Kerle and his friends were immediately submerged.
The aftermath of Kerle’s accident. (Credit: Matthew Kerle)
It took a significant degree of faith and some luck, but Kerle was eventually able to get out of the overturned Pontiac. Upon reaching solid ground, he saw that his four other friends were still underwater. Injured, exhausted, and shaking from the experience, Kerle called out for his friends. Fortunately, all four emerged from the water, some more injured than the others. But the group’s tribulations were not done yet, as they had to walk almost a mile to find help. Kerle ended up in the hospital, where he recovered from his injuries. But as he went home days later, he realized that things were no longer the same.
The harrowing experience with the crash and near-death experience gave Kerle PTSD. He found himself unable to drive at speed or at night. Going over railroad tracks was a trigger, and even showers were not a respite as the sound of the water hitting his ears triggered flashbacks of the accident. Kerle’s physical injuries healed, but the mental scars of his near-death experience stayed. He eventually started driving again, but it was a constant mental battle. He could drive, but there were still times when the trauma of the accident came back.
A Hidden Issue
Kerle’s experience is not unique among American drivers. A survey conducted by online insurance comparison service The Zebra revealed that about 66% of Americans experience driving anxiety, with 55% reporting that they feel it while performing common driving maneuvers. Out of those who experienced anxiety behind the wheel, 26% stated that they were most anxious when merging into the highway and 19% stated that they were most anxious when they are backing up or reversing. About 62% of Americans also reported having a past traumatic driving experience.
Dr. Rachel Cavallaro, a licensed Psychologist with Thriveworks in Boston, informed Teslarati that vehicular accidents are the leading cause of post-traumatic stress disorder in the general population. Considering that there are 6 million car accidents in the United States with over 2.5 million injuries, this is not a surprise. A study from the American Psychological Association also revealed that car accidents are the number one trauma for men and the second most frequent trauma for women. A study conducted by the National Institute of Mental Health (NIMH) further revealed that 39.2% of motor vehicle accident survivors develop some form of PTSD as well.

Credit: The Zebra
“Many people with these conditions avoid driving altogether. If they do decide to drive, they endure it with intense anxiety such as heart palpitations, sweating, muscle tension, an underlying feeling of restlessness, or irritability. These individuals may go to great lengths to avoid highways or roads they view as dangerous. For individuals who have PTSD symptoms, they may have intrusive thoughts or memories which further interfere with their ability to attend to the road. In more severe cases, the individual may experience flashbacks or dissociate,” Cavallaro said.
Needless to say, Kerle’s experiences and the challenges he faced in his recovery are shared by numerous other drivers in the United States. Jay Varela, a therapist from Thriveworks in Roanoke, outlined some of the issues typically faced by drivers who struggle with PTSD on the road, and Kerle’s experiences were on the dot.
“It can be extremely challenging for someone suffering from PTSD or driving phobia to drive a vehicle on their own. Individuals with PTSD struggle with ‘triggers’ that remind them of their traumatic experiences. Vehicular accident survivors can experience many triggers while driving, such as the makes and models of cars, weather conditions, or noises. Such triggers can lead to a fight-or-flight response. Fight-or-flight responses can make it difficult to maintain safe driving habits. Furthermore, individuals may engage in ‘safety behaviors’ to manage their symptoms. These can include stopping suddenly, driving well below the speed limit, or becoming fixated on the rearview mirror,” Varela said.
An Imperfectly Useful Solution
For Kerle, his driving experiences took a turn for the better in 2019 when he took delivery of his Tesla Model 3. By then, he was living in a Phoenix suburb and his commute was very long. Since electric vehicles have lane access, he figured that a Tesla could help him get to work and home faster. Kerle admitted that Tesla’s tech intrigued him, and because he is more of a tech guy than a car guy, he could not stay away from Autopilot. It should be noted that back in 2019, Autopilot is nowhere near as refined as it is today, but for Kerle, it was already life-changing.
“When you work with a system long enough, you start to understand it,” Kerle told Teslarati, adding that when he first got Autopilot, he tended to distrust the driver-assist system since it would behave differently than a human driver. But over time and as he got more used to Autopilot’s behaviors, Kerle started realizing that Tesla’s driver-assist technologies are really optimized for safety. The car may not behave like a human driver at times, but it is careful nonetheless.
“After a while, you’re like, ‘All right, I know in situations like this, here’s how it’s going to respond.’ It is going to slow down three car lengths nearby. It’s gonna make it. It’s not gonna cause an accident. And then you start to build a trust and an understanding. And so what I’d say is that you really learn what (Autopilot) does really well and areas that it might not be perfect. You can’t just blindly trust it to do everything and not pay attention, so I really view the relationship between a driver and FSD or Autopilot as a partnership, with the driver taking the role of a supervisor,” Kerle said.
Eventually, Kerle noted that even Autopilot’s rather strange behaviors are rooted in safety. He told Teslarati about an experience in which Autopilot moved over and sharply jerked back to its original lane. Initially, Kerle thought it was a bug that needed to be reported, but he soon realized that his car jerked back because a careless driver was speeding on the adjacent lane. Had he intervened then and completed the lane change, Kerle noted that he might have ended up being involved in a crash again.
“When you’re changing lanes, what do you do? You look in your mirror, you turn, you turn and look for cars, and your field of view is very narrow, and you’re taking your eyes off all of the other parts of the road. That is actually a very dangerous thing, and it causes a lot of accidents. Autopilot can see every direction. Now it understands time space. It understands based where cars are, where they’re doing to be, and what they’re doing.
“And it making a lane change is actually very safe because it understands what’s going on around it better than a human would. So I think that as supervisors, as it is shifting to become a lot better than humans in a lot of cases, one of the most dangerous things that we can do is take over when it actually has it, because we can mess it up,” Kerle said.
Kerle is now married with a growing family, so he has bought a Tesla Model X to make sure his kids are as safe as possible. He is also now part of the company’s FSD Beta program, which allows him to use automatic driving on inner-city streets.
An Infinitely Useful Work in Progress
For Cavallaro, the presence of driver-assist systems that take the stress of driving tasks is invaluable today since the systems could help reduce the fear of driving while increasing the feeling of safety. Varela adds that the presence of automated driving features in vehicles could help individuals suffering from PTSD or driving phobia maintain their independence.
“Many individuals with PTSD and/or driving phobia may feel unable to drive and this can lead to a loss of independence. Such a loss may have serious impacts on occupational, social, and overall personal functioning. Automated driving systems may help them regain their independence by reducing mental strain and safeguarding against dangerous safety behaviors,” Varela said.
Both Tesla Autopilot and FSD Beta are a work in progress, and there is also no denying the fact that the company’s self-driving efforts are running quite late. But having seen the rate of improvement in both Autopilot and FSD Beta, Kerle believes that it is just a matter of time before Tesla attains actual autonomous driving. Even in their current form and capabilities, Kerle highlighted that Autopilot and FSD Beta had shown him just how much stress manual driving could bring.
“Before I got my Model 3, because of my PTSD, I did not understand how much stress driving to work caused me. When I got FSD and when I got comfortable with it, I had significantly more energy and significantly less stress — by a significant margin — like, other people noticed. And so, I did not really understand how much stress driving and rush hour traffic for an hour each way adds to your life and how exhausting it is to your body. And FSD Beta, yes, you have to supervise and pay attention, but it still removes a massive amount of stress and exhaustion.
“I’m supervising, I’m making sure it’s driving safely, but I don’t have to worry ‘Is that car in front of me gonna slam on its brakes, and do I need to react in a quarter of a second or crash?’ ‘If I’m changing lanes, do I have to be stressed about a situation that I can’t see and can’t control, but need to see where I’m gonna crash?’ All of those little, little things that you’re constantly fixated on while you’re driving are removed to just ensuring that the system is driving properly and safely. The stress reduction is insane,” Kerle said.
A Note from the Author
As someone who deals with driving anxiety and sudden OCD tendencies on the road, this article strikes close to home. Unfortunately, Tesla is not available everywhere yet, and it’s no secret that the company’s vehicles, at least for now, still cater to buyers of premium vehicles. For those who shop at the lower end of the auto market, manual driving is still the norm, and it could be for a while. With this in mind, it is pertinent to know what to do to lessen the mental strain of driving, and where to seek help.
Ken Goodman, one of the board of directors for the Anxiety and Depression Association of America and the creator of The Anxiety Solution Series, informed Teslarati that drivers who are suffering from driving anxiety should start with easier forms of driving first, and work their way up to more difficult tasks later. Goodman noted that starting with neighborhood driving is a good idea, before transitioning to highway driving later on. Driving on the fast lane could also come later when drivers become a bit more comfortable behind the wheel.
Ultimately, however, Goodman advised that the best solution is still to see a therapist that specializes in the treatment of driving anxiety.
Cavallaro, for her part, added that Cognitive Behavioral Therapy and associated approaches could help drivers who are suffering from PTSD and driving phobia. “Cognitive Behavioral Therapy has been empirical validated and supported for PTSD as well as associated anxiety disorders. Additionally, Prolonged Exposure (PE) and Cognitive Processing Therapy (CPT) are specific forms of CBT that were created to treat PTSD,” she said.
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Starlink is ‘biggest competitive advantage,’ but it’s temporary, United CEO says
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.
News
Tesla Cybercab’s unorthodox paint process explained
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.”