News
Tesla with sleeping driver proves there’s still misunderstanding and irresponsibility surrounding autonomy
Update: 11:06 AM EST: Paragraph 7 added to show the probability of the driver having a medical emergency. California Highway Patrol saw the vehicle and noted the driver was awake after catching up to the car.
A Tesla Model Y with a sleeping driver was recently spotted on the I-15 Freeway near Temecula, California, which proves that people and media still have a vast misunderstanding and irresponsible tone regarding the capabilities of semi-autonomous vehicles.
According to a report from KTLA 5, a woman in a Tesla Model Y was followed by another driver for more than fifteen minutes on the California interstate in an attempt to wake the woman who was taking advantage of the automaker’s semi-autonomous driving functions up.
The report and the incident prove there are still huge misunderstandings in the capabilities of semi-autonomous driving suites, including Tesla’s Full Self-Driving and Autopilot, which require users to remain vigilant and be prepared to take over the vehicle at any point.
Drivers utilize semi-autonomous vehicle functionalities irresponsibly often, and social media has proven time and time again that people take advantage of the capabilities, even though they are not fully autonomous.
It is no secret that people and companies have utilized whatever they can to alleviate themselves of the responsibility of paying attention while the car operates some tasks on its own. With the introduction of advanced driver assistance systems (ADAS) over the past several years, drivers have taken advantage of the functions to instead play on their phones, read books, eat food, or even catch up on sleep.
Tesla’s camera-based driver monitoring system goes through the cellphone test
However, the risks that come with this behavior are potentially catastrophic. For one, those who use these functions irresponsibly put themselves and every other driver on the road at risk because if the vehicle needs assistance or encounters a situation where it would not react safely, the driver is responsible for taking over. Additionally, if an accident occurs, it can be framed as Tesla’s, or any other manufacturer’s fault, depending on the vehicle used, and instances like this can set the future of semi-autonomous and autonomous driving back years due to skepticism.
There is the possibility that the driver had some type of medical emergency or accidentally fell asleep, in which the Tesla’s functionalities kept the operator and others safe. Police stated the driver was caught up to two minutes after receiving calls about the driver, and the driver was attentive at this time.
However, the media’s portrayal of the situation also proves that many are widely uninformed regarding the capabilities of Teslas. While Tesla’s Full Self-Driving suite has caused controversy over its name, the automaker continues to remind those who use it to remain vigilant, as the cars cannot truly drive themselves.
In Tesla’s FAQ section of the Autopilot and Full Self-Driving page, the company answers the question, “Do I still need to pay attention while using Autopilot?:”
“Yes. Autopilot is a hands-on driver assistance system that is intended to be used only with a fully attentive driver. It does not turn a Tesla into a self-driving car nor does it make a car autonomous.
Before enabling Autopilot, you must agree to “keep your hands on the steering wheel at all times” and to always “maintain control and responsibility for your car.” Once engaged, Autopilot will also deliver an escalating series of visual and audio warnings, reminding you to place your hands on the wheel if insufficient torque is applied. If you repeatedly ignore these warnings, you will be locked out from using Autopilot during that trip.
You can override any of Autopilot’s features at any time by steering, applying the brakes, or using the cruise control stalk to deactivate.”
Media labeling the vehicle as “a self-driving Tesla” is a disservice to people and the company. Teslas do not drive themselves, as the vehicles are defined as Level 2, according to the Society of Automotive Engineers Levels of Driving Automation. Level 2 systems reiterate that the driver is still responsible for driving the car when these systems are activated. “You must constantly supervise these support features,” the SAE says. Level 3 to Level 5 systems maintain that the operator is not driving the car, but Level 5 systems are the only ones that are explicitly labeled as “self-driving.”
“This feature can drive the vehicle under all conditions,” the SAE table states.

Credit: Society of Automotive Engineers
Recent ratings by Consumer Reports showed that Tesla’s biggest flaw was driver monitoring. Many systems use cabin-facing cameras to monitor eye behavior to ensure the operator is keeping their eyes on the road. Teslas use a series of audible and visual cues to alert drivers of their inattentiveness, and steering wheel sensors make sure the driver keeps their hands on the wheel.
However, various cheat devices have been marketed across the internet, and in this instance, the driver appears to have their hands on the wheel while they are dozed.
Tesla activated camera-based driver monitoring in May 2021. “The cabin camera above your rearview mirror can now detect and alert driver inattentiveness while Autopilot is engaged,” Tesla said in the notes. Tests of Tesla’s driver monitoring tests showed the system was effective in some instances, especially when looking at cell phones, with alerts coming in 15 seconds.
The potential irresponsibility of users puts major risks to those on the road and the companies that develop these driver assistance programs. While there are workarounds through the previously-mentioned cheat devices, people have to know their irresponsibility could cost them, or others, their lives.
I’d love to hear from you! If you have any comments, concerns, or questions, please email me at joey@teslarati.com. You can also reach me on Twitter @KlenderJoey, or if you have news tips, you can email us at tips@teslarati.com.
Elon Musk
Tesla owners keep coming back for more
Tesla has taken home the “Overall Loyalty to Make” award from S&P Global Mobility for the fourth consecutive year, reinforcing Tesla owners’ willingness to come back. The 2025 awards are based on S&P Global Mobility’s analysis of 13.6 million new retail vehicle registrations in the U.S. from October 2024 through September 2025. The complete list of 2025 winners includes General Motors for Overall Loyalty to Manufacturer, Tesla for Overall Loyalty to Make, Chevrolet Equinox for Overall Loyalty to Model, Mini for Most Improved Make Loyalty, Subaru for Overall Loyalty to Dealer, and Tesla again for both Ethnic Market Loyalty to Make and Highest Conquest Percentage.
Tesla’s streak in this category started in 2022, and the brand has now won the Highest Conquest Percentage award for six straight years, meaning it keeps pulling buyers away from other brands at a rate no competitor has matched. Tesla’s retention among Asian households reached 63.6% and among Hispanic households 61.9%, rates that significantly outpace national averages for those groups. That breadth of appeal across demographics adds a layer of significance to a win that some might dismiss as routine.
The timing matters too. After several consecutive quarters of decline, Tesla’s share of U.S. EV sales jumped to 59% in Q4 2025. That rebound, arriving just as competitors were flooding the market with new models and incentives, suggests Tesla’s loyalty numbers are not simply the result of limited alternatives. Buyers are still choosing it when they have plenty of other options.
What keeps Tesla owners coming back has a lot to do with the and convenience of charging. The Supercharger network is the most straightforward example. With over 65,000 Superchargers globally, it remains the largest and most reliable fast-charging network in the world, and owners who have built their routines around it face a real practical cost when considering a switch. Competitors have made progress, but the consistency, speed, and availability of Tesla’s network is still the benchmark the rest of the industry is chasing. Then there is the software side. Tesla has built a model where the car you own today is functionally different from the car you bought two years ago, through over-the-air updates that add continuous game-changing improvements such as Full Self-Driving that has moved from a driver-assist feature to an increasingly capable autonomous system. For many Tesla owners, leaving the brand means starting over with a car that will not get meaningfully better over time, and that is a trade-off fewer and fewer are willing to make.
News
Tesla Robotaxi service in Austin achieves monumental new accomplishment
Tesla Robotaxi services in Austin have been operating since last Summer, but Tesla has admittedly been delayed in its expansion of the geofence, fleet size, and other details in a bid to prioritize safety as new technology rolls out.
But those barriers are being broken with new guardrails being removed from the program.
Tesla has achieved a significant advancement in its autonomous ride-hailing program. As of May 4, the Robotaxi fleet in Austin, Texas, has begun operating unsupervised during evening hours for the first time. This expansion moves beyond previous limitations that restricted unsupervised service to daylight hours, typically ending in mid-afternoon.
Tesla Robotaxi in Austin is operating unsupervised in the evenings for the first time today.
Previously in Austin, unsupervised operation ended mid-afternoon
— Robotaxi Tracker (@RtaxiTracker) May 4, 2026
The change brings Austin in line with operations in Dallas and Houston. Those cities have supported evening unsupervised runs since their initial launches in April, and both recently received additions of new unsupervised vehicles to their fleets. This coordinated progress across Texas strengthens Tesla’s regional presence and provides a broader testing ground for the technology.
This milestone carries substantial weight in the development of autonomous vehicles. Extending operations into low-light conditions meaningfully expands the Robotaxi’s operational design domain (ODD)—the specific environments and scenarios in which the system is approved to operate safely without human intervention.
Nighttime driving presents unique technical demands: diminished visibility, headlight glare from oncoming traffic, reduced contrast for identifying pedestrians and lane markings, and greater variability in camera sensor exposure.
Tesla’s pure vision approach, powered by neural networks trained on vast real-world datasets rather than lidar or pre-mapped routes, must handle these variables reliably. Demonstrating consistent unsupervised performance after sunset validates the robustness of the end-to-end AI stack and its ability to generalize across diverse lighting conditions.
Beyond technical validation, the expansion holds important operational and economic implications. Evening hours often coincide with peak urban demand for rides, including commutes, dining, and entertainment outings.
Enabling service during these periods increases daily vehicle utilization, allowing each Robotaxi to generate more revenue while gathering additional high-value training data. Higher utilization accelerates the virtuous cycle of data collection, model improvement, and further ODD growth.
Looking ahead, this step paves the way for more ambitious rollouts. Success in low-light environments positions Tesla to pursue near-24-hour operations, potentially integrating highways and expanding into varied weather patterns. Regulators worldwide frequently demand evidence of safe performance across day-night cycles before granting wider approvals.
Proven capability in Texas could expedite deployments in planned cities such as Phoenix, Miami, Orlando, Tampa, and Las Vegas during the first half of 2026.
Tesla confirms Robotaxi expansion plans with new cities and aggressive timeline
Moreover, scaling evening service supports Tesla’s long-term vision of a high-efficiency robotaxi network. Greater fleet productivity lowers the cost per mile, making autonomous mobility more accessible and competitive against traditional ride-hailing.
As the company iterates on software updates informed by nighttime data, reliability is expected to compound rapidly, unlocking denser urban coverage and longer-distance trips.
In summary, the introduction of an unsupervised evening Robotaxi service in Austin represents more than an incremental schedule adjustment. It signals a critical maturation of the underlying technology and sets the foundation for broader geographic and temporal expansion.
With Texas operations gaining momentum, Tesla is steadily advancing toward transforming urban transportation at scale.
Cybertruck
Tesla Cybercab just rolled through Miami inside a glass box
Tesla paraded a Cybercab in a glass display at Miami’s F1 Grand Prix event this week.
Tesla set up an “Autonomy Pop-Up” at Lummus Park in Miami Beach from April 29 through May 3, 2026, embedded within the official F1 Miami Grand Prix Fan Fest. The centerpiece was a Cybertruck towing the Cybercab inside a glass display case marked “Future is Autonomous,” rolling through the beachfront crowd.
Miami is on Tesla’s confirmed list of cities for robotaxi expansion in the first half of 2026, making the promotion a strategic promotion that lays groundwork in a target market.
This was not Tesla’s first time using Miami as a showcase city. In December 2025, Tesla hosted “The Future of Autonomy Visualized” at its Miami Design District showroom, coinciding with Art Basel Miami Beach. That event featured the Cybercab prototype and Optimus robots interacting with attendees. The F1 pop-up this week marks Tesla’s return to Miami and follows a pattern Tesla has been running since early 2026. Just two weeks before Miami, Tesla stationed Optimus at the Tesla Boston Boylston Street showroom on April 19 and 20, directly on the final stretch of the Boston Marathon, letting tens of thousands of runners and spectators meet the robot for free, generating massive earned media at zero advertising cost.
Tesla is sending its humanoid Optimus robot to the Boston Marathon
Tesla has confirmed plans to expand its robotaxi service to seven cities in the first half of 2026, including Dallas, Houston, Phoenix, Miami, Orlando, Tampa, and Las Vegas, building on the unsupervised service already running in Austin. Musk has said he expects robotaxis to cover between a quarter and half of the United States by end of year. On the production side, Musk told shareholders that the Cybercab manufacturing process could eventually produce up to 5 million vehicles per year, targeting a cycle time of one unit every ten seconds. Scaling robotaxis to 10 million operational units over the next ten years is a key condition of his compensation package, alongside selling 20 million passenger vehicles.
As for the Cybercab’s price, Musk has said buyers will be able to purchase one for under $30,000, with an average operating cost around $0.20 per mile. Whether those numbers hold through full production remains to be seen.
Cybercab at F1 Fan Fest in Miami
by
u/Joshalander in
teslamotors