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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.
Elon Musk dismissed reports claiming SpaceX had placed a massive order for NVIDIA GPUs worth $52 billion. The denial came hours after Taiwanese media, citing unnamed industry sources, reported that SpaceX planned to acquire approximately 13,000 AI server racks, equating to roughly 1 million GB300 GPUs, from Foxconn.
Each rack was estimated at around $4 million, with deliveries potentially starting in late 2025.
The story suggested this would mark SpaceX’s first major foray into Foxconn-manufactured NVIDIA hardware, breaking from suppliers like Supermicro and Dell. Musk responded bluntly on X:
This is fake news
— Elon Musk (@elonmusk) July 20, 2026
Despite the denial, the rumored scale aligns with SpaceX’s explosive growth in AI infrastructure. NVIDIA’s GB300 (successor to the GB200 NVL) racks deliver unprecedented performance for large-scale training and inference. A $52 billion commitment would dwarf most corporate AI budgets and provide the compute muscle needed for frontier models.
SpaceX already operates gigawatt-scale terrestrial clusters like Colossus in Memphis, Tennessee, and has monetized them aggressively through leasing deals.
SpaceX’s newest Starmind will make earth data centers obsolete
Major customers include Anthropic (paying ~$1.25 billion monthly for 220,000+ GPUs), Google (~$920 million monthly for 110,000 GPUs), and Reflection AI. These arrangements are projected to generate tens of billions in annual revenue, far outpacing traditional SpaceX businesses.
Such an investment would fuel internal AI efforts, particularly Grok models under the integrated SpaceXAI division, while supporting ambitious orbital data center plans. SpaceX envisions launching thousands of AI-optimized satellites powered by solar energy and cooled in space, bypassing terrestrial power and land constraints.
This “Starmind” constellation could position the company as a leader in space-based computing.
SpaceX as an Emerging AI Powerhouse
Once primarily known for reusable rockets and Starlink satellite internet, SpaceX has transformed into a multifaceted AI player.
The 2026 acquisition of xAI integrated Grok development directly into the company. Starlink’s low-latency global network complements massive compute clusters, enabling efficient data flow for training and serving AI models.
Musk has long argued that AI scaling demands solutions beyond Earth, citing things like real estate and electricity limits on the ground.
While the Foxconn deal may not be in the cards, SpaceX’s trajectory is continuing on the path of blending aerospace engineering with hyperscale AI to dominate both launches and intelligence infrastructure.
Elon Musk shed more details on the upcoming improvements to Tesla’s Full Self-Driving suite, specifically one that the CEO mentioned last week, which should help owners see fewer interventions.
Last week, Musk hinted that one major improvement that Tesla planned to roll out to Full Self-Driving users was the car’s ability “to remember your specific interventions and match each person’s individual preferences.”
Elon Musk says your Tesla will start to learn your individual preferences
This small bit of detail was linked to a post from Tesla community member Whole Mars, who said that FSD’s tendency to exit the carpool lane, a feature that owners can turn on but at times the car will disregard.
It sounds like, based on Musk’s two responses since that original post, it is safe to say the things FSD will start to remember are wide-ranging. However, it seems the biggest differences will be noticed with parking performance, which Musk continues to mention.
Highway Lane Preferences
The initial post Musk mentioned, with these new remembered preferences soon to arrive for Tesla owners everywhere, was the Carpool/Express Lane.
Tesla has a setting in the FSD menu that lets drivers enable HOV Lane travel. However, the car won’t always stay in that suggested or preferred lane.
The car will start to remember your specific interventions and match each person’s individual preferences
— Elon Musk (@elonmusk) July 18, 2026
Some owners have also complained of left lane camping, an illegal maneuver in at least some states. Cruising in the passing lane has resulted in tickets for some, as it is illegal in over 30 states in the U.S.
Tesla did not confirm if these preferences would also be included in new FSD behaviors, but it would certainly help move the company toward fewer interventions.
Parking Preferences
This seems to be the real focus of the entire operation, as Musk stated several weeks ago that parking was overwhelmingly the most frequent reason for interventions.
The major issue with parking is not necessarily the parking “performance,” as FSD is generally good at parking. It definitely has its issues; we’ve recorded plenty of them, including this one as recent as last week:
Yeah it seems like FSD v14.3.5 is having some issues with parking early on https://t.co/Bw5ULfVmDq pic.twitter.com/RHdpjOEpIo
— TESLARATI (@Teslarati) July 13, 2026
However, the changes coming are more about preferences, meaning where you park and how your car enters the spot, either pulling in or backing in. Owners have also reported that pulling into the correct driveway is a relatively rare thing for FSD, something else that needs to be confronted.
Musk basically confirmed that all of these things would be part of Tesla’s plan to address driver preferences with FSD:
Yes
— Elon Musk (@elonmusk) July 20, 2026
It’s obvious there is something big coming with FSD, and the company’s focus seems to be eliminating any intervention that would be related to preferences. This is probably the biggest bottleneck between Tesla and being fully autonomous. Critical interventions do occur, but they are much less frequent.
The only time a driver should be taking over is because of a critical intervention; this seems to be the goal of Tesla right now.
This all seems to be a priority as Tesla continues to move closer to the prospect of unsupervised driving.
Elon Musk said today on X that Teslas will start to learn your individual preferences. This is something that he seemed to hint toward earlier this month when he said parking was by far the biggest reason drivers intervene with Full Self-Driving.
Musk made the comment in response to notable Tesla influencer Whole Mars, who said that his vehicle will sometimes disobey the settings he has enabled for his car. He responded to the post, stating that “The car will start to remember your specific interventions and match each person’s individual preferences.”
The car will start to remember your specific interventions and match each person’s individual preferences
— Elon Musk (@elonmusk) July 18, 2026
This is something that could be perhaps one of the biggest ways Tesla could minimize or even work closer toward eliminating interventions altogether. While FSD does a lot of things really well, many people intervene a vast majority of the time not due to major or critical safety errors.
Instead, many take over because the car is doing something that they do not like as a preference; it might park in a parking spot that is not preferred by the driver, it might linger too long in the left lane on the highway (a personal favorite), or it could even take a route that the driver does not like.
These all lead to interventions, but they are not triggered by a major safety issue. Instead, it’s just preference.
READ OUR REVIEW OF TESLA’S LATEST FSD VERSION:
Tesla Full Self-Driving v14.3.5 Early Impressions: new features and early performance
If Teslas could start to learn the personal preferences of the person who owns them, interventions will truly begin to be less frequent. Some of this is already pretty evident, in my opinion. Teslas use a neural network to learn behaviors and accumulate data to improve performance.
For months now, we’ve tracked FSD’s performance at “Except Right Turn” stop signs, something that is very common in Pennsylvania, but many of our readers located in other parts of the U.S. have never heard of. FSD handles one Except Right Turn stop sign very well, one that I travel past frequently. Others that I do not navigate through as often do not have as confident a performance. It seems like the cars might already be doing this to an extent.
🚨 Tesla Full Self-Driving v14.3 proceeds through an Except Right Turn Stop Sign pic.twitter.com/YemRSlens7
— TESLARATI (@Teslarati) April 8, 2026
That example is also for something that is a street sign and not necessarily a driver preference; however, I still feel it is worth mentioning because it only handles that commonly passed Except Right Turn stop sign with true confidence. Others it still seems to struggle with.
This could be one of Tesla’s big moves toward full autonomy, and it could be a pathway to truly unsupervised driving. Every day, millions of cars on the road travel at a human driver’s personal preferences with no incident. Why can’t autonomous vehicles still cater to a passenger’s preferences while being autonomous? Tesla seems to have the idea that it would be possible.
Elon Musk dispels $52 billion SpaceX-NVIDIA GPU deal: ‘Fake news’
Elon Musk sheds details on Tesla FSD’s upcoming improvements
