With Detroit-based Rivian Automotive stepping into the limelight, the electric car maker has seen itself being compared to Silicon Valley-based Tesla, a first mover in the EV market. Over the following week, Rivian and its CEO, RJ Scaringe, has been dubbed as several things, among them being “Tesla’s worst nightmare.” This is a flawed assumption.
Rivian emerged from the shadows late last year, surprising the auto industry by revealing two production-ready vehicles that feature the best that electric cars can offer — instant power, luxury, and a killer design. With this in mind, it is not surprising that the company is perceived with optimism by Wall Street and potential investors. Morgan Stanley analyst Adam Jonas, for one, noted that Tesla’s dominance in the US EV market could be “unsustainable” as it faces “serious competition” from Rivian, considering the younger company’s “access to talent and capital” and its focus on the “fastest growing segments of pickup trucks & SUVs.”
Yesterday, reports also emerged that high-profile investors such as GM and Amazon are in talks to invest in Rivian. Provided that the reports are accurate, Reuters noted that Rivian’s valuation would rise to between $1 to $2 billion once the deal goes through. That’s incredibly impressive for the electric car maker, and it bodes well for the EV industry in general as it provides much-needed funds for the development of clean transportation. What it does not do is prove that Tesla will run into trouble because of Rivian’s upcoming and seemingly inevitable rise.
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- Tesla CEO Elon Musk unveils the Tesla Semi. (Credit: Tesla)
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- The Rivian R1T and R1S take center stage at the 2018 LA Autoshow
Tesla CEO Elon Musk and Rivian CEO RJ Scaringe both aim to rid the world of fossil fuels.
While rivalries present a compelling narrative, it is difficult to paint Tesla and Rivian as rivals trying to beat each other without compromising each company’s character. Tesla’s Elon Musk, for one, has always encouraged the development of more electric cars. In a recent tweet late last month, Musk noted that it is “exciting to see all the new electric vehicles coming to market,” referring to a report of other EVs set to debut in the coming years. In a later post, Musk added that Tesla’s true competition is not new electric vehicles, but rather, the “enormous flood of gasoline cars pouring out of the world’s factories every day.”
In his most recent 60 Minutes segment, Musk went so far as to state that “if somebody comes and makes a better electric car than Tesla, and it’s so much better than ours that we can’t sell our cars, and we go bankrupt, I still think that’s a good thing for the world.” It remains unknown if Elon Musk could ultimately put his foot where his mouth is, but considering his statements so far, he definitely appears to be fully supportive of other electric car makers, including Rivian.
Rivian, for its part, has never given an indication that it is going after Tesla. The electric car maker has established since the reveal of its first truck that it is dedicating itself to the production of luxury adventure vehicles (at least for now) with zero compromises. Rivian CEO RJ Scaringe has also been pretty open about his opinion of Tesla. During a fireside chat at the Automotive News World Congress last month, Scaringe credited Tesla for disproving “untruths” about electric vehicles. Simply put, everything that Rivian has done so far indicates that it acknowledges Tesla, and it is fully onboard with the company’s mission of accelerating the advent of sustainable energy.
Mainstream media loves pitting companies, products, and people against each other — Apple’s iOS and Google’s Android, Sony’s PlayStation and Microsoft’s Xbox, Celebrity A and Celebrity B, the list is endless. In the case of Tesla and Rivian and their CEOs, this idea does not seem to line up very well. In their respective segments alone, the companies should not be compared, considering that Tesla is pursuing the mainstream market with the Model 3 and the upcoming Model Y, while Rivian is focusing on the luxury adventure sphere with the R1T and R1S. Until Tesla releases its own pickup truck, then the two electric car makers are best seen as allies in the transition away from fossil fuels — not rivals attempting to overpower each other.
Tesla has reached a notable benchmark in its autonomous driving program after its Robotaxi fleet surpassed one million miles of unsupervised operation. The company made the announcement during its Cybercab event in Austin on September 3.
Tesla Vice President of AI Ashok Elluswamy told attendees he was happy to report the fleet had achieved one million miles of unsupervised Robotaxi operation as a testament to safety.
The new total marked a sharp increase from the 380,000 unsupervised miles Tesla disclosed during its second-quarter 2026 earnings update in late July.
In roughly six weeks, the company added about 620,000 miles. That acceleration followed Tesla’s decision to remove in-vehicle safety monitors from most of its operations outside the San Francisco Bay Area.
Credit: Tesla
Tesla first launched Robotaxi service in Austin in June 2025 with safety drivers present. It later began fully unsupervised rides and expanded into Dallas, Houston, Miami, Orlando, and Tampa. The San Francisco Bay Area remains the exception, where a safety monitor still rides in the vehicle under California permitting rules.
The company has not released a city-by-city breakdown of the one million unsupervised miles.
The milestone arrived as Tesla began offering public Cybercab rides in Austin. The purpose-built vehicle has no steering wheel or pedals and is designed only for autonomous ride-hailing. Production versions joined the existing fleet of modified Tesla vehicles already operating in the service.
Tesla’s unsupervised mileage is growing at a double-digit weekly rate according to earlier company comments, yet its fleet size remains modest compared with established competitors. Waymo has accumulated more than 200 million fully autonomous rider-only miles. Tesla has described its own unsupervised operations as having recorded zero notable incidents in the period leading up to the July update.
The one-million-mile figure reflects Tesla’s shift from supervised testing to broader driverless service in multiple states. It also highlights the company’s strategy of using both existing Model Y vehicles and the new Cybercab to scale its network.
Credit: Tesla
Whether the rapid recent growth continues will depend on further city expansions, regulatory approvals, and the performance of the purpose-built Cybercab in everyday paid rides. Tesla has not specified how many of the latest miles involved the new vehicle versus the rest of the fleet.
The announcement underscores Tesla’s progress toward a larger robotaxi network while illustrating the remaining gap in total autonomous experience relative to longer-operating rivals.
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 crosses major Unsupervised Self-Driving milestone
Tesla Robotaxi will be a 24/7 service: here’s when
