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Tesla Autopilot and FSD Beta can be a remedy for drivers with PTSD — even in their imperfect state

Credit: @evamcmillan333/Twitter)

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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. 

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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. 

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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. 

A Tesla Model 3 utilizing its Navigate on Autopilot feature. (Credit: Tesla)

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. 

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“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. 

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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. 

Credit: AI DRIVR/YouTube

“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. 

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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. 

Don’t hesitate to contact us with news tips. Just send a message to simon@teslarati.com to give us a heads up.

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Simon is an experienced automotive reporter with a passion for electric cars and clean energy. Fascinated by the world envisioned by Elon Musk, he hopes to make it to Mars (at least as a tourist) someday. For stories or tips--or even to just say a simple hello--send a message to his email, simon@teslarati.com or his handle on X, @ResidentSponge.

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Tesla’s last chance version of the flagship Model X is officially gone

The Signature Edition was no ordinary Model X Plaid. Offered exclusively by invitation to select existing Tesla owners, it represented the final production batch of the current-generation Model X before manufacturing at Fremont ends.

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Tesla enabled a last-chance version of its two flagship vehicles, the Model S and Model X, over the past few weeks. The Model X, the company’s original SUV, is officially gone.

Tesla has officially closed the book on its most exclusive send-off for the Model X. The limited-run Model X Signature Edition—priced at $159,420 before fees and limited to just 100 units—is now sold out, with reservations closed as of April 16.

The Signature Edition was no ordinary Model X Plaid. Offered exclusively by invitation to select existing Tesla owners, it represented the final production batch of the current-generation Model X before manufacturing at Fremont ends.

Every unit featured an exclusive Garnet Red exterior paint, unique badging, and a standard six-seat configuration. With full Plaid powertrain specs—Tri-Motor All-Wheel Drive, over 1,000 horsepower, and blistering acceleration—it was positioned as a collector’s item for loyalists who wanted one last shot at owning a piece of Tesla history.

The timing is no coincidence.

Tesla announced earlier this year that it would discontinue regular production of both the Model S and Model X to repurpose the Fremont factory’s dedicated lines for mass production of its Optimus humanoid robots.

Elon Musk has repeatedly emphasized that Optimus could ultimately become more valuable to the company than its vehicle business, with ambitions to build hundreds of thousands of units annually.

The Signature Editions served as a final “runout” series: 250 for the Model S and only 100 for the Model X, all built to the highest Plaid specification before the line is converted.

Deliveries of the remaining Signature units are scheduled to begin in May 2026. For buyers who secured one, it’s the ultimate swan song for a vehicle that helped define Tesla’s early luxury EV dominance.

Launched in 2015, the Model X introduced falcon-wing doors, a panoramic windshield, and class-leading performance that turned heads and set benchmarks. While newer models like the Cybertruck and refreshed Model Y have taken center stage, the Model X Plaid remained a halo product for those seeking maximum range, space, and speed in an SUV package.

With inventory of standard Model X units already nearly exhausted across the U.S., the rapid sell-out of the Signature Edition underscores enduring demand for Tesla’s premium flagships even as the company pivots toward robotics and autonomy.

For enthusiasts, these 100 garnet-red SUVs will likely become instant collector’s items—tangible reminders of the vehicles that built the brand before Tesla’s next chapter fully begins. The last chance is gone, but the legacy endures.

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Tesla Optimus V3 hand and arm details revealed in new patents

Two new patents, which were coincidentally filed on the same day as the “We, Robot” event back in October 2024, protect Tesla’s mechanically actuated, tendon-driven architecture.

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Credit: Tesla China

Tesla is planning to soon reveal its latest and greatest version of the Optimus humanoid robot, and a series of new patents for the hands and arms, with the former being, admittedly, one of the most challenging parts of developing the project.

Two new patents, which were coincidentally filed on the same day as the “We, Robot” event back in October 2024, protect Tesla’s mechanically actuated, tendon-driven architecture.

The designs relocate heavy actuators to the forearm, route cables through a sophisticated wrist design, and employ innovative joint assemblies to achieve human-like dexterity while enabling lightweight construction and high-volume manufacturing.

Core Tendon-Driven Hand Architecture

The primary patent, which is titled “Mechanically Actuated Robotic Hand,” details a cable/tendon-driven system.

Actuators are positioned in the forearm rather than the hand. Each finger features four degrees of freedom (DoF), while the wrist adds two more.

Three thin, flexible control cables (tendons) per finger extend from the forearm actuators, pass through the wrist, and connect to the finger segments. Integrated channels within the finger phalanges guide these cables selectively—routing behind some joints and forward of others—to enable independent bending without unintended motion.

Patent diagrams illustrate thick cable bundles emerging from the wrist into the palm and fingers, with labeled pivots and routing guides. This setup closely mirrors human forearm-muscle and tendon anatomy, where most hand control originates proximally.

Advanced Wrist Routing Innovation

One of the standout features is the wrist’s cable transition mechanism. Cables shift from a lateral stack on the forearm side to a vertical stack on the hand side through a specialized transition zone.

This geometry significantly reduces cable stretch, torque, friction, and crosstalk during combined yaw and pitch wrist movements — common failure points in simpler tendon systems that cause imprecise or jerky motion.

By minimizing these issues, the design supports smoother, more reliable multi-axis wrist operation, essential for complex real-world tasks.

Companion Patents on Appendage and Joint Design

Two supporting patents provide additional depth. “Robotic Appendage” covers the overall forearm-to-palm-to-finger assembly, with a palm body movably coupled to the forearm and finger phalanges linked by tensile cables returning to forearm actuators. Tensioning these cables repositions the phalanges precisely.

“Joint Assembly for Robotic Appendage” describes curved contact surfaces on mating structures paired with a composite flexible member. This allows smooth pivoting while maintaining consistent tension, enhancing durability, and simplifying assembly for mass production.

Executive Insights on Hand Development Challenges

Tesla executives have consistently described the hand as the most difficult component of Optimus.

Elon Musk has called it “the majority of the engineering difficulty of the entire robot,” emphasizing that human hands possess roughly 27–28 DoF with an intricate tendon network powered largely by forearm muscles. He has likened the challenge to something “harder than Cybertruck or Model X… somewhere between Model X and Starship.”

Elon Musk shares ridiculous fact about Optimus’ hand demos

In mid-2025, Musk acknowledged that Tesla was “struggling” to finalize the hand and forearm design. By early 2026, he stated that the company had overcome the “hardest” problems, including human-level manual dexterity, real-world AI integration, and volume production scalability.

He estimated the electromechanical hand represents about 60 percent of the overall Optimus challenge, compounded by the lack of an existing supply chain for such precision components.

These patents directly tackle the acknowledged pain points: relocating actuators reduces hand mass and inertia for better speed and efficiency; advanced wrist routing and joint geometry address friction and crosstalk; and simplified, stackable parts visible in the diagrams indicate readiness for high-volume manufacturing.

Implications for Optimus Production and Leadership

Collectively, the patents portray the Optimus v3 hand not as a mere prototype, but as a production-oriented system engineered from first principles.

The 22-DoF architecture, forearm-driven tendons, and crosstalk-minimizing wrist deliver a clear competitive edge in dexterity. They align with Musk’s view that high-volume manufacturing is one of the three critical elements missing from most other humanoid projects.

For Optimus to become the most capable humanoid robot, its hand needed to replicate the useful and applicable design of the human counterpart.

These filings demonstrate that Tesla has transformed years of engineering challenges into patented, elegant solutions — positioning the company strongly in the race toward general-purpose robotics.

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Tesla intertwines FSD with in-house Insurance for attractive incentive

Every mile logged under FSD now carries a documented financial value—lower risk, lower cost—based on Tesla’s internal driving data rather than external crash statistics alone.

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tesla interior operating on full self driving
Credit: TESLARATI

Tesla intertwined its Full Self-Driving (Supervised) suite with its in-house Insurance initiative in an effort to offer an attractive incentive to drivers.

Tesla announced that its new Safety Score 3.0 will automatically have a perfect score of 100 with every mile driven with Full Self-Driving (Supervised) enabled.

The change is designed to boost customers’ average safety scores and deliver noticeably lower monthly premiums.

The move marks the clearest link yet between Tesla’s autonomous driving technology and its proprietary insurance product. Tesla Insurance already relies on real-time vehicle data—such as acceleration, braking, following distance, and speed—to calculate a Safety Score between 0 and 100. Higher scores have long translated into cheaper rates.

Under the previous system, however, even brief manual interventions could drag down the average, frustrating owners who rely heavily on FSD. Version 3.0 eliminates that penalty for supervised autonomous miles, effectively treating FSD-driven segments as the safest possible driving behavior.

The incentive is immediate and financial. Drivers who keep FSD engaged for the majority of their trips will see their overall score rise, potentially shaving hundreds of dollars off annual premiums.

Tesla framed the update as a direct response to customer feedback, many of whom had complained that the old scoring model punished the very behavior it was meant to encourage.

For now, the program applies only to new policies in six states: Indiana, Tennessee, Texas, Arizona, Virginia, and Illinois.

Existing policyholders are not yet included, a point that drew swift questions from the Tesla community. Many owners in other states, including California and Georgia, expressed hope that the benefit would expand nationwide soon.

The announcement arrives as Tesla continues to roll out FSD Supervised updates and push for regulatory approval of more advanced autonomy. By tying insurance savings directly to FSD usage, the company is putting its own actuarial weight behind the technology’s safety claims.

Every mile logged under FSD now carries a documented financial value—lower risk, lower cost—based on Tesla’s internal driving data rather than external crash statistics alone.

Tesla has not disclosed exact premium reductions or the full rollout timeline beyond the six launch states.

Still, the message is clear: the more drivers trust FSD Supervised, the more Tesla Insurance will reward them. In an era when legacy insurers remain cautious about autonomous tech, Tesla is betting that its own data will prove the safest miles are the ones driven hands-free.

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