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Rivian’s full self-driving suite is designed to ignore an inattentive driver’s input

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Rivian’s CEO RJ Scaringe has teased Jurassic Park-style self-driving tours with the company’s all-electric R1T pickup truck and R1S SUV several times now, but specific details on the car maker’s autonomy approach have been few and far between. Oliver Jeromin, Rivian’s Associate Director of Self-Driving, recently shed some light on the matter during an interview with TechCrunch.

“We want to embrace the challenge,” Jeromin said in response to a question over Rivian’s goal of bringing Level 3 autonomous driving to its vehicles versus other approaches. “There are mobility companies that are working on Level 4, and they’re looking at it kind of from the top down, coming from 4 or 5 for more fleet applications possibly… We want to get a feature into our customers hands sooner than possibly some of those other systems might be fully vetted,” he said.

Rivian’s electric lineup will enable this type of self-driving capability using a suite of cameras, radar, ultrasonic sensors, high-precision GPS technologies, and two cleverly-placed LiDAR. Such features are similar to those found in Tesla’s cars for the same purpose; however, where the two companies differ at the moment is notable. Rivian’s system is being developed to have a two-part monitoring system determining its full self-driving suite’s behavior based on driver input rather than a single requirement for hands to be on the steering wheel.

Rivian’s R1T electric pickup truck on display at Amazon’s re:MARS event.  Alexa voice integration was demonstrated by Rivian’s team members.| Image: Amazon/reMARS (Twitter)

“We’re building a driver-monitoring system so it’s not just one sensor like a torque input sensor – like if a driver actually wants to disengage the longitudinal and lateral controller,” Jeromin explained. “There going to be a driver-monitoring camera, and there’s also going to be hands-on wheel sensors.”

In other words, Rivian’s full self-driving system will ignore driver input unless it is determined to be intentional. A Level 3 self-driving system can handle most aspects of driving, so if a driver wants their vehicle to behave differently than its programming is carrying out, the car will use the camera and sensors in the cabin to determine whether to proceed. If, say, the wheel is bumped from the driver shifting around in their seat for some reason, the safety procedures will know it was an accident.

“It’s really trying to determine the driver’s intention because if…you inadvertently give the steering input to the steering controller…the driver monitoring camera will see that you’re not looking at the road, and you also don’t have both hands on the wheel,” Jeromin clarified. “So, we’ll have to ignore that input from the human to understand that they’re not intending to change lanes. They’re actually just doing something else while the vehicle is in control.”

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Tesla has also installed cameras to monitor activity in vehicle cabins, but the purpose isn’t exactly to monitor the driver’s intentions. Rather, Tesla Network passengers will be recorded to ensure any damages caused can be remedied. “It’s there for when we start competing with Uber/Lyft & people allow their car to earn money for them as part of the Tesla shared autonomy fleet. In case someone messes up your car, you can check the video,” CEO Elon Musk replied on Twitter to a Tesla owner’s inquiry about the tiny camera inside the rear view mirror. “Also, it can be used to supplement cameras on outside of vehicle, as it can see through 2nd side windows & rear window…Only external cameras are being used right now, so internal is not enabled. When it is enabled, we’ll add a setting to disable internal camera.”

As Rivian continues to develop its manufacturing process to bring the R1S and R1T to market, it will be interesting to also see what differences and similarities the car maker will have with other companies working on full self-driving vehicle software. Tesla has billions of miles in Autopilot-driven customer data to use for training of its self-driving program, so perhaps Rivian will eventually share its plan to close the gap.

Watch TechCrunch’s full interview with Rivian’s staff below:

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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 best-rated car brand in UK, beats Toyota in reliability: survey

The survey asked readers to rate their cars across metrics like efficiency, reliability, practicality, safety, comfort, and performance.

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Credit: Tesla China

Tesla critics would typically paint the company’s electric vehicles as reliability nightmares with subpar build quality and cheap materials. As per a survey from the U.K., however, the opposite is true, as Tesla is not just the country’s overall best-rated car brand, it is also the second most reliable carmaker.

The survey was conducted by HonestJohn.co.uk, which asked its readers to rate their cars across several metrics, such as efficiency, reliability, practicality, safety, comfort, and performance. Over 6,000 respondents participated in the recent survey.

UK’s Overall Best-Rated Car Brand

Based on the respondents of the Honest John Satisfaction Index survey, Tesla was the U.K.’s best-rated car brand for 2025 with a satisfaction index rating of 89.41%. In second place is Japanese premium carmaker Lexus, which garnered a satisfaction index rating of 86.32%. In third place is Porsche, which garnered a satisfaction index rating of 84.79%.

Tesla’s Reliability Surprise

While Tesla’s high customer satisfaction index scores in the survey were not that shocking, the company’s rankings in reliability are especially surprising. Tesla critics typically accuse Tesla of producing vehicles that are not reliable or are prone to imperfections like panel gaps. But as can be seen in the U.K. survey, Tesla’s reliability has actually improved a lot. 

Tesla’s reliability rating in the Honest John survey was an impressive 95.29%. That’s just below Lexus, which was the number one at 97.01%. Tesla was also above Toyota, which was in third place with a reliability rating of 94.65%.

What Honest John Says

In its rankings for the U.K.’s most reliable car brands, Honest John highlighted that while Tesla tended to be hit or miss with things like build quality in the past, the company has matured a lot in recent years. 

“While we were always impressed by the technology within Tesla’s range of exclusively electrically powered cars, build quality seemed to be a little hit and miss, to say the least. Evidently, matters have improved significantly in this regard according to our readers’ feedback as not only has the brand scored well for reliability across its four-strong range but the Tesla Model 3 was also rated as the most satisfying car to own overall,” the publication wrote. 

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Tesla Unveils Model Y RWD 110 customized for Singapore

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tesla-model-y-rwd-110-custom-singapore
(Credit: Tesla Singapore)

Tesla unveiled the Model Y RWD 110 for Singapore’s Category A certificate of entitlement (COE) rules. This custom SUV tweaks the updated Model Y, which was launched in Singapore in January.

Tesla tuned the Model 3 RWD 110 for Singapore before, and that customized version’s success spurred this Model Y adaptation. The Model Y RWD 110 runs at 110kW, down from 255kW in the standard RWD. It qualifies for Singapore’s Category A COE, unlike the Model Y 255kW version, which sits in Category B.

Category A COEs are for mass-market cars. They score lower premiums than Category B COEs. BMW and Mercedes-Benz register vehicles as Category A COEs in Singapore as well.

In Singapore, buyers need to pay the COE to register a car. The latest tender showed an SGD 22,388 gap between Category A and B premiums.

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The Model Y RWD 110’s road tax is significantly reduced from SGD 3,478 to SGD 1,562 yearly. The Strait Times calculated that the cheaper Model Y in Singapore would save SGD 19,160 over a 10-year COE.

The Model Y RWD 110 matches the 255kW version otherwise. The more affordable Model Y’s battery size holds steady. Its energy use, equipment, and design stay the same.

Tesla prices the Model Y RWD 110 at SGD 103,476 before COE. The Model Y RWD 110 costs SGD 3,026 less than the 255kW version, excluding COE costs. It uses a 62.5kWh lithium iron phosphate battery.

Tesla has released cheaper versions of its cars before. For instance, it rolled out a more affordable Model 3 in Mexico last year. The cheaper Tesla Model 3 in Mexico did not use the same materials and had different features to reduce costs.

Tesla might consider releasing custom, cheaper versions of its vehicles in other countries. Industry sources in China hint at a “lower-priced Model Y” for the Chinese auto market, which keeps the Juniper’s battery and chassis

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Tesla US Gigafactories shields from Trump’s 25% Tariffs

Tesla US Gigafactories Shielded from Trump’s 25% Tariffs

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Credit: Elon Musk/X

Tesla stocks climbed after U.S. President Donald Trump announced tariffs on imported cars and auto parts, standing out in the United States auto industry.

Automaker stocks tanked after President Trump slapped 25% tariffs on foreign autos and parts. Tesla slightly dodged the tariff blow thanks to local production. Its gigafactories in China and Germany don’t supply Tesla vehicles to the United States market. The company builds all U.S.-sold EVs in Fremont, California, or at Giga Austin in Texas.

TD Cowen analyst Itay Michaeli sees the American EV automaker as a winner in Trump’s tariffs games.

“Tesla [is] a relative beneficiary given [its] 100% U.S. production footprint, substantial U.S. sourcing, and with Model Y competing in a midsize crossover segment where close to ~50% of vehicles could be subject to tariffs,” Michaeli wrote on Thursday.

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Rivian and Lucid also make all vehicles sold in the United States domestically. Ford hits 77% U.S. production, while Stellantis sits at 57%. Nissan and GM each clock in at 52%.

Trump’s 25% tariff on non-U.S.-made vehicles kicks in next week, on April 2, 2025. Elon Musk confirmed that Trump’s tariff will still affect Tesla, despite its plants in America.

Musk posted on X about tariff impacts. He said foreign-sourced parts will drive up costs. It’s not a small hit. Tesla warned of this in a letter to the U.S. Trade Representative. “Certain parts and components are difficult or impossible to source within the United States,” the letter stated, even with “aggressive localization.”

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