Assertion certainty 4/5 debate potential 1/5

Scaringe: Most Rivian R1 customers are first-time EV owners

RJ Scaringe · AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe · Feb 12, 2026 · at 28:48

Rivian CEO RJ Scaringe explains how Rivian is drawing buyers from internal combustion engine vehicles rather than recycling existing EV owners.

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“On R one, the vast majority of our customers are first time ever owning an EV is a Rivian, which is really good.”

quote is from the automated transcript, cleaned for reading: filler sounds and stutters are removed, nothing is rephrased. names can be misheard (the analysis reads context, assessments check outside sources). how →

More from RJ Scaringe

Prediction Not checkable as stated
Scaringe: Automakers failing at neural net autonomy will shrink to zero
“It's the companies that do this well will exist. The companies that don't do this well, like, I feel really strong on this. They will not exist. They will shrink to nothing. They'll asymptotically approach, you know, zero.”
RJ Scaringe Feb 12, 2026 ▶ 7:43 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
Opinion
Scaringe: Fewer than five non-Chinese companies can solve neural net autonomy
“I think there's more than one, less than five companies outside of China that have The necessary ingredients to do this, the capital, the GPUs, the car park with, you know, enough vehicles generating enough data. I say more than one less than five. It's probab…”
RJ Scaringe Feb 12, 2026 ▶ 7:59 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
Prediction Not checkable as stated
Scaringe: Rule-based autonomy has a zero percent chance of competing
“A lot of the solutions that are more one dot O based and are sort of stuck in that framework, I think have a, like a truly a zero percent chance of progressing to be competitive with a neural net based approach.”
RJ Scaringe Feb 12, 2026 ▶ 8:46 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
Prediction Not checkable as stated
Scaringe: By 2030, car buyers will expect vehicles to drive themselves
“I mean, I think by 2030, it'll be It's inconceivable to buy a car and not expect it to drive itself.”
RJ Scaringe Feb 12, 2026 ▶ 12:55 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
Disclosure
Scaringe: Upcoming Rivian R2 will include lidar alongside radar and cameras
“Our approach to this is we have a higher level of capability on our perception stacks. We have better cameras. We have radar. And of course, with R two, we'll have a lidar as well.”
RJ Scaringe Feb 12, 2026 ▶ 20:38 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
Insight
Scaringe: US EV adoption is throttled by a lack of vehicle choices
“So I think my view is the EV adoption in the United States is a reflection of the lack of choice. There's one set of really great choices with Model F and Model Y. I think there needs to be many more.”
RJ Scaringe Feb 12, 2026 ▶ 27:33 AI, R2 and the Future of Everyday Driving | Rivian CEO RJ Scaringe
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