Rivian's gambit for full autonomy (spectrum.ieee.org)

What makes you think it doesn't? All those cameras, the expensive chips and cooling for them, and redundancy for all the systems don't come free.

The 5 millimeter-wave radars and 12 ultrasonic sensors are $100-150. LiDAR is $150-200. The 12 cameras, control unit, and 300 TOPs of computing is $150-200. This computing is comparable to what Tesla puts on their consumer cars, and the sensors suite is much more extensive. (The current robotaxis have about the same computing power as the consumer cars but a lot more RAM).

They won't even have to (partially) buy any manufacturer - they can utilize contract manufacturers like Magna Steyr (which made the Jaguar I-Pace) or Foxconn, or lean on/expand partnerships like the one they have with Toyota.

- Driving through an empty prairie

- Driving slowly through a crowded square, giving people enough time to jump out of the way

I do want safer vehicles and I do see a path to get there with this technology.

What I don't want is companies training their technologies with legitimate risk to the public, with a clear pathway to profiting off of this risk and public data, with no benefit to the public _unless_ they happen to succeed, and to some degree, unless you can afford their products. Something feels off about that.

Of course, everyone benefits if vehicles are safer, but it does feel like there is an extractive factor regardless. These companies benefit from public resources, are wholly enabled by public resources, but are trying to create a situation in which the technologies they create are more or less required to be used in order to utilize the public resource. Does that make sense? I suppose it's inferred, but, I don't think it's unreasonable to believe any car manufacturer with a working FSD technology would LOVE to have that technology mandated to be on every new vehicle. Imagine leasing that to every manufacturer who didn't develop it themselves so they could continue to sell in the USA.

On one hand, safer vehicles are a MUST because we allow an absurd number of people to die due to unsafe driving every day. On the other hand, I don't feel right about private companies benefiting so much from roads the public built, while training their technology with some degree of risk imposed on the public, and with no clear desire in these companies to give back. They tend to pay paltry sums in taxes, if any. Rivian was at a net loss of over 4 billion for 2024. I understand they're trying to build something that requires massive capital, but, I also understand that these companies are experts at operating at a loss for prolonged periods of time. Amazon is a stellar example.

This definitely cuts both ways, but I'm not sure exactly where I stand. I need more information to decide, but I'm confident that there is some degree of exploitation of public data and resources here. I'm not trying to imply Tesla, Waymo, or Rivian are the only ones guilty of this either. The tragedy of the commons is a well-known phrase because it's such a typical phenomenon. I'm also not suggesting that there's a simple solution. There can't be because the fragmentation of the polities in which these companies operate and train their technology within.

First, our current city driving environments were designed for being used by humans, so take into account human strengths and weaknesses.

Second, that kid has spent 16 years in such an environment learning how humans function there. He's got a very good model of how things work.

By the time I was 16 year old Timmy I'd spent a whole lot of time walking next to roads with cars, biking next to or in those roads with cars, and riding in cars on those roads. What was new when I was the driver was mostly learning the physics of cars and driving.

(I suppose nowadays, with the way parents can get in trouble letting kids out of their sight, we might have to worry about a generation of 16 year old Timmys who have not spent any significant time walking next to or biking next to or in roads with cars).

Third, that kid will have a pretty good model of predicting future behavior of other drivers, pedestrians, and cyclists based on figuring out their intent, which can even let them make some pretty good predictions about them even when they are hidden or masked from the kid's sensors.

Fourth, Timmy has a bunch of knowledge learned from listening to other people, reading, movies, etc., that can be applied while driving. For example suppose they live somewhere where there are many cows, but no deer. If they see a cow near the road at a place with no fence, they will have an appropriate model from experience that tells them cows are generally slow moving. Be cautious when passing, maybe giving it some extra space.

If the see a deer even though they have no experience with them they likely know that deer often bolt rapidly into the road right when a car gets close due to hearing stories from people who live in deer heavy regions or from news, books, or TV/movies, so go slow and be very cautious passing that.

Autonomous cars have a big advantage in reaction time, so if a bad situation starts to unfold they are likely better at saving the day than Timmy (or an experienced human driver) would be, but at least the systems so far deployed so far don't seem to be up to Timmy's understanding of other actors and their intent. They also seem unlikely currently to have that widespread non-driving knowledge that can be called upon to understand novel situation involving things that was not in their driver training.

Current trend nowadays is watching tiktok, though thankfully I've only seen it at red lights, but that might just be because I'm not staring at other drivers when driving around at 40mph.

It's a fairly generic body shape, but the headlamp and grille shape is distinctively "happy" instead of "aggressive" (this is a real thing, and it's intentionally designed for in lamp/grille shapes on cars)

Personally, I don't want "aggressive" near my cars. They kill enough people already, and I'm tired by how common it is for manufacturers to push aggressive body shapes.

I had a coworker who sold his small lexus, because it made dating weird.