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Tesla Cybertruck sure looks similar to NASA’s Mars rover concept
Elon Musk’s “Blade Runner” Cybertruck may only be a couple days away from being unveiled to the world, but the vehicle, from its final specs and design, remains a mystery. The Tesla CEO has stated that the vehicle will not look like a traditional pickup truck, and this has been confirmed by teasers from the company and clever Easter Eggs hidden in the CYBRTRK event’s invitation and the vehicle’s stylized logo.
Considering that Musk has stated that the Tesla Cybertruck will look like an armored personnel carrier (APC) from the future, it’s difficult to not see the potential similarities between the vehicle and NASA’s Mars Concept Rover, which was unveiled back in 2017. NASA’s Mars Rover concept looks a lot like an APC from the future, and it looks very tough. It’s massive at 28 feet long, its ground clearance is no joke, and its modular structure allows it to perform a variety of tasks on the harsh environment of the Red Planet.
Quite interestingly, Tesla’s CYBRTRK seems to have some design cues that may very well be similar to that of NASA’s Mars Rover Concept. Tesla’s Easter Eggs show the Cybertruck with a smooth sloping hood, high ground clearance, and an APV-like silhouette. The similarities between the two vehicles’ design (at least based on what Tesla’s Easter Eggs have shown so far) are so notable that one can’t be faulted for speculating that the CYBRTRK may be used by Elon Musk’s companies not just as a disruptive pickup on Earth; it may also be used as a basis for a potential SpaceX Mars Rover.
This sounds very much like a statement from a sci-fi novel, but considering Musk’s habit of doing the unorthodox and implausible, a double-purpose heavy-duty vehicle may actually make sense. Musk likely prefers to have as much overlap between Tesla and SpaceX’s technologies, after all. Last September, for example, Musk stated that Teslas have the potential to work in other planets. “Well, actually, Teslas will work on Mars. You can just drive them, pretty much, because electric cars don’t need oxygen, they don’t need air. So you can just drive them around, no problem,” Musk said during SpaceX’s Starship Q&A session.
That being said, creating a crewed Mars Rover from the CYBRTRK’s platform would be incredibly challenging. For a Mars Rover project, SpaceX and Tesla would most likely focus on making the vehicle as light as possible. This is due to the Rover being part of a payload that gets sent to space. Payloads are very expensive, and thus, equipment from the CYBRTRK that’s useful on Earth will likely not be relevant for a vehicle designed for Mars. Performance is also pretty irrelevant in a crewed rover. If Tesla were to design a crewed Mars rover based on the Cybertruck, it would have to create massive modifications to the vehicle in itself, from its battery cooling systems to its equipment.
This, of course, would be a pretty challenging endeavor on both Tesla and SpaceX’s part. The difficulties of creating a vehicle capable of traversing a foreign planet from the platform of an Earth-based truck are no joke, after all. Things do get a bit easier if SpaceX ends up using the CYBRTRK platform to create an unmanned Mars Rover.
Tesla has a lot of experience in autonomous driving, and this could play very well into its advantage if Elon Musk’s private space firm decides to deploy unmanned rovers to explore the Red Planet. With this concept in mind, a tough, lightweight vehicle that’s loaded to the teeth with tech and based on the CYBRTRK platform could make sense. Tesla and SpaceX would still have to overcome massive challenges in creating a space-capable land vehicle from a pickup truck platform, but there’s no denying that the electric car maker’s expertise in designing and making EVs can very well make an affordable, reliable unmanned Mars Rover feasible.
Inasmuch as these ideas may sound implausible, it should be noted that a Mars Rover project between Tesla and SpaceX will likely not strain either company. The number of rovers needed for the initial years of a Mars mission, crewed or unmanned, will likely be very small, perhaps an order of magnitude less than the rollout of the original Tesla Roadster. Thus, both companies could innovate to the limit based on the CYBRTRK platform and it would not be a difficulty at all. The size of a CYBRTRK-based rover may not even be much of an issue, provided that SpaceX’s Starship rollout goes off without problems.
Tesla deserves a lot of credit for keeping the CYBRTRK a secret until today. Considering its futuristic cues and Elon Musk’s fond references to the vehicle being a truck worthy of a sci-fi set, the pickup truck may very well be the machine that bridges Tesla and SpaceX, at least to some degree. Even if the only parts of the Cybertruck that can be used for a Mars Rover are its chassis and powertrain, such an overlap will still be incredibly useful. Such ideas are crazy, but they may also be classic Elon Musk.
Tesla AI lead Ashok Elluswamy said this week that 24-hour Robotaxi service is close. Replying on X to a rider who wanted Cybercab trips all night, he wrote that the capability would arrive “next month or so” once “the next tech to merge on the v15 plan” is ready.
The comment landed on September 4, one day after Tesla opened public Cybercab rides in Austin. It is the clearest near-term timeline yet for overnight unsupervised operation. Tesla’s paid Robotaxi network currently runs from 6 a.m. to 10 p.m. seven days a week across Austin, Dallas, Houston, Miami, Orlando, and Tampa.
next month or so. the next tech to merge on the v15 plan will enable it.
— Ashok Elluswamy (@aelluswamy) September 4, 2026
That 16-hour window is shorter than the 6 a.m. to 2 a.m. schedule the company used for much of the prior year.
Elluswamy did not name the specific feature or say whether the change would apply first to purpose-built Cybercabs, the existing Model Y fleet, or both. He also offered no city-by-city rollout list. The link to Full Self-Driving v15 is nevertheless significant.
Tesla has described v15 as a step-change architecture with seven parallel improvement tracks and roughly ten times more parameters than earlier builds. Early versions of that software already operate on the Robotaxi fleet and contain about 40 percent of the planned gains.
By July 2026, the unsupervised fleet had logged more than 380,000 miles across six cities in two states with what the company called an impeccable safety record and no notable incidents caused by the vehicles themselves. Tesla has repeatedly argued that camera-based end-to-end neural networks, rather than extra sensors, are the core of the solution.
Overnight service would test that claim in lower-light conditions and would also raise vehicle utilization, a key variable for Robotaxi unit economics. The company has already begun using public Superchargers at night and is building dedicated Robotaxi charging sites.
Riders have asked why software must change if the cars already drive in the dark. The practical answer appears to be reliability and scale: Tesla has held back mass expansion until more of the v15 stack is merged, citing the need for higher confidence before putting thousands of unoccupied vehicles on streets around the clock.
If the next module arrives on the timetable Elluswamy sketched, 24-hour service could begin in October 2026 in at least some markets.
That would mark a shift from a daytime-bounded pilot to a service that can run whenever demand exists, including the late-night hours that have so far remained out of reach.
Tesla is beginning to roll out Full Self-Driving Supervised v14.3.9 with a new active safety layer that can take control even when the driver is operating the car manually.
Tesla AI said the software can activate FSD on the driver’s behalf when an imminent collision is detected and Automatic Emergency Braking may not be enough. It may also engage if the system detects heavy distraction or an accidental FSD disengagement.
FSD Supervised v14.3.9 starting to roll out shortly
This release includes a new active safety feature set: FSD Supervised can now activate on your behalf when an imminent collision is detected and Automatic Emergency Braking (AEB) may not be enough.
It may also engage if we…
— Tesla AI (@Tesla_AI) September 4, 2026
The capability is essentially Automatic Collision Evasion. However, unlike conventional AEB, which mainly applies the brakes in a straight line, this feature can use steering, braking, and acceleration together if the car calculates that stopping alone will not prevent impact and a safer path exists. The system may change lanes or move toward a shoulder when conditions allow, then continue driving after the immediate threat is handled rather than simply coming to a stop.
The intervention is meant as a last-resort safety net, not a replacement for attentive driving.
Tesla Full Self-Driving v14.3.7 early review: FSD saved me from an accident
Tesla’s own description still frames FSD as supervised assistance. Secondary reports on internal release notes say the feature can fire while the car is being driven manually if cabin-camera monitoring suggests the driver is not sufficiently attentive, such as reaching toward the back seat, or if FSD appears to have been turned off unintentionally.
After the emergency maneuver, the car is expected to alert the driver and request a return to manual control.
The safety case is straightforward. Many collisions happen in the last second because a driver is looking away, fumbles a control, or faces an obstacle that braking cannot fully solve. A system that can both recognize that AEB is insufficient and execute a coordinated evasive path can reduce those remaining high-severity events.
Re-engaging after accidental disengagement also addresses a practical failure mode: a small steering nudge that drops FSD at the worst moment. The advantage is a background safety net that uses the same vision stack already running in v14, instead of leaving the car solely to emergency braking once the driver is no longer in command.
The feature still depends on FSD being enabled and, according to reports, an active FSD purchase or subscription. It does not make the vehicle unsupervised. Drivers remain responsible, and Tesla has not published how often the system is expected to intervene or how it will handle false positives.
If the rollout is conservative and the false-alarm rate stays low, the update is a meaningful step: FSD is no longer only a feature the driver turns on. In the rare moments when disaster is already forming, it can step in.
Tesla launched the all-electric, steering wheel-less, and pedal-less Cybercab last night at a quiet and small event in downtown Austin, Texas.
The launch, which marked the beginning of unsupervised ride-hailing for Tesla’s Robotaxi platform with Cybercab, has already caught the attention of the National Highway Traffic Safety Administration (NHTSA) who has more questions.
NHTSA opened an Audit Query (AQ) into the Cybercab’s Federal Motor Vehicle Safety Standards (FMVSS) certification that Tesla gave the vehicle. Manufacturers self-certify vehicles much of the time to avoid excessive regulatory delays.
Tesla Cybercab interior, note the lack of steering wheel and pedals. (Credit: @niccruzpatane/X< /a>)
However, the agency needs more information; it said in a summary:
“On September 3, 2026, Tesla began commercial deployment with a small number of its Cybercab vehicles in Austin, Texas. Tesla notified the Agency that it certified those Cybercab vehicles as compliant with all applicable Federal Motor Vehicle Safety Standards (FMVSS). Tesla also notified the Agency that it plans to gradually expand commercial deployment of the Cybercab to include additional vehicles and locations.”
It also went on to state that the Cybercab lacks traditional automotive controls, which is a groundbreaking move. The process is entirely new to the NHTSA, which gives the agency some leverage to put Tesla’s launch under a microscope:
“The vehicles lack permanently attached, conventional manual controls, such as a brake pedal, gas pedal, steering wheel, and mirrors. NHTSA is opening this AQ to examine the process and technical data on which Tesla relied when certifying the Cybercab and related issues. Among other things, NHTSA will consider the extent to which Tesla’s certification depended on determinations that certain FMVSS are inapplicable to the Cybercab.”
Tesla has added 45 Cybercab units to its fleet of Robotaxi-enabled cars in Austin, according to public documents the company submitted to the State of Texas over the past week. Enabling this level of self-driving is something Tesla has worked toward for many years, and now that it is finally here, it seems more than reasonable that regulatory agencies will have some questions.
Many outlets might try to frame this as a negative, but it is truly an agency looking to gain more information about groundbreaking tech that Tesla has been developing for years.
In an effort to keep riders, pedestrians, and property safe, any and all data accumulated from these first days, weeks, and months of rides will likely be shared with the NHTSA to enable broader rollout strategies across the United States and more in the future.
Tesla Robotaxi will be a 24/7 service: here’s when
Tesla Full Self-Driving will now overtake manual driving to avoid disaster
