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Rivian trademark filings hint at possible crossover, sedan in the works

(Photo: Rivian Automotive)

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Rivian has released many development and marketing details surrounding its coming all-electric R1T pickup truck and R1S SUV over the last few months, but recently published US trademark applications hint that the Michigan-based startup has a crossover, sedan, and second generation vehicles already in the works.

Several Rivian-owned US trademark applications were recently published for opposition at the end of March, meaning the applications are pending a waiting period for objections to be filed before they become officially registered. The 1S and 1T names already associated with Rivian were included in the batch, but several others not currently tied to a revealed product were as well: 1C, 1A, 2C, 2A, 2S, 2T, and 2R.

Rivian’s current naming scheme using single letters to denote its vehicle types – ‘T’ for truck, ‘S’ for SUV – indicate that its application for the trademark ‘1C’ could correspond to a “crossover,” and the ‘2’ included in some of the new marks could hint at the next generation of its flagship vehicles. However, the remaining ‘A’ and ‘R’ designations are not as easy to guess.

A list of Rivian’s trademark applications filed with the US Patent and Trademark Office.

Initial entry into the luxury vehicle market for car manufacturers is a tried and true strategy for new companies and new vehicle lines, and the popularity of larger utilitarian cars in the US altogether explain Rivian’s first focus on pricey SUVs and trucks. But it’s likely that the all-electric startup will expand into the sedan market shortly after either manufacturing or deliveries begin, which is probably where the ‘A’ and ‘R’ designations in Rivian’s trademarks are intended to be used.

Audi might have the biggest hint for interpreting Rivian’s intentions – its ‘A’ and ‘R’ monikers are attached to its sedans and sportbacks, respectively. The company’s ascending numerical designations (A3, A4, etc.) correlate to performance enhancements (higher the better), but Rivian’s intentions could go another direction.

One of Rivian’s primary competitors, the Ford F-150, uses catchy names like ‘Raptor’, ‘King Ranch’, and ‘Platinum’ to designate its variations rather than letters. The names aren’t simply tied to increasing performance enhancements but rather their intended use. Rivian could adopt a correlation like Ford’s and use its numbering system to indicate whether the vehicle had a city or outdoor adventure focus, for example.

(Photo: Rivian Automotive)

Rivian’s intentions for its upcoming all-electric R1T pickup truck and R1S SUV have been a fun source of speculation within its new and growing enthusiast community. Several graphic renderings imagining its modular capabilities were published by the team running RivianForums, inspired by the company’s patent application for such a system. Other visions of aftermarket off-road additions have also been published for community enjoyment.

The excitement for its vehicles has been duly noted and encouraged by Rivian as well. The company will appear at this month’s New York International Auto Show and has scheduled a special showing for reservation holders a few days prior to the event at a local car club. Attendees will enjoy cocktails, hors d’oeuvres, and a greeting by the company’s CEO and founder, RJ Scaringe, all while being treated to an in-person look at Rivian’s current vehicles, both of which boast up to 400 miles per charge, high-powered quad motors, and a 0-60 mph acceleration time of 3 seconds.

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Accidental computer geek, fascinated by most history and the multiplanetary future on its way. Quite keen on the democratization of space. | It's pronounced day-sha, but I answer to almost any variation thereof.

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Tesla crosses major Unsupervised Self-Driving milestone

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Credit: Tesla

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.

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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.

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Tesla Robotaxi will be a 24/7 service: here’s when

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Credit: @AdanGuajardo/X

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.

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.

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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.

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Tesla Full Self-Driving will now overtake manual driving to avoid disaster

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Credit: Tesla

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.

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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.

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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.

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