There are still far too many edge cases to work out and for all the amazing things that “AI and ML” can do, handling edge cases is something this technology is actually quite terrible at relative to humans.
There are still far too many edge cases to work out and for all the amazing things that “AI and ML” can do, handling edge cases is something this technology is actually quite terrible at relative to humans.
Cities already have buses. Rural areas don’t want them.
Think customisable bus routes, cheap subsidised taxis, a fast bus every small-n minutes and so on.
Clearly we won’t find out as it’s a massive sunk cost, but I think this alternative reality could be great.
Having lived in places with both amazing and terrible public transport, I understand the skeptics, but also know just how amazing public transport can be.
Warsaw in Poland IMHO has very good public transport. Reliable, timely, used to be cheap when I lived there (not sure how much it went up). Never struggled to get from A to B.
Da'fuq? Rural areas love and use the heck out of buses - school buses.
As for me, I'd love to have a bus which came within 3 miles of my "rural" neighborhood. Save on gas, insurance, and be able to read when I have to commute to the office?
https://jamanetwork.com/journals/jama/article-abstract/27714...
That would seem to be a good investment for the industry as a whole, yet the trade group doesn't seem very visible. Possibly the sort of thing that should have been in BBB.
Perhaps this is because it requires cooperating with other General Intelligences (i.e. us) in an open world.
can't you get a ride in phoenix like today with waymo? or is not open to the public?
I mean I understand that their AI is not perfect but it doesn't seem like a pipe dream
Full self driving have NOT been solved for highways in a desert.
This is literally the easiest real world scenario imaginable. Highly and strictly regulated environment, and no obscurities like snow happening. I don't think there is a hope we will get any close to self drive with current technology.
Is the sudden object in front of me a block of concrete that fell of or stray page from newspaper floating by on a wind gust? Hard bake or ignore it?
We cant possibly capture all edge cases of real life. You need systems that have cognitive capabilities to deal with real life
Or optionally different type of transportation that is not so complex to navigate and understand. There are already fully automated metro lines. Maybe solution is to change the problem itself.
I say this as a person who genuinely feels like people are generally terrible at driving.
Should we improve these numbers? Of course. But AI-driven cars will have to beat a pretty high floor of capability here. It's entirely possible they're already there but it's difficult to know for sure given the biased way the numbers are calculated. The manufacturers claim that their systems are much safer drivers than humans, but those systems also hand control back to the human driver during difficult or unpredictable situations. It's easy for the statistics to swing in AI's favor when they only have to count the "easy" majority of miles while shifting blame back to humans for the hard parts.
If this were only a human psychology problem, someone would just dump a fleet of self driving cars on the road and prove they have the tech. The rewards are too good to ignore and surpass any potential fine/regulation, if the tech is good enough.
But it’s not there yet, it might never get there. We’re so far off general AI it’s unreal, e.g. a human can drive a car with a single eye open, and one hand on the wheel, and another on a throttle- all from the drivers seat. Even with sensors and data coming in from all over the car, AI can’t manage it.
If the car is self-driving, and truly self driving - no steering wheel, when it causes an accident, who is at fault?
Humans make mistakes, but humans also can change their response easily to a given input. Is Tesla at fault? Do we just issue them a fine for a person's life? Should the car do its best to preserve the life inside the vehicle, or the lives outside the vehicle? Automobiles do significant damage to pedestrians in regards to their dangerous design.
Surely corporations should be held to a higher standard than people, as they're not bound by the same restrictions a single person is.
Self-driving cars may be new, but deaths caused by machines are as old as machines.
Consumer devices don't have this level of control over a person's life anywhere near as often, in the sense that the device has your life at stake and makes decisions for you.
"no one is at fault" is entirely counter intuitive to engineering principles. When a rare accident happens, the engineer is often responsible.
We don't 'build' AI in anywhere remotely the same way as buildings or legacy software products, there isn't a 'designer' for said AI system other than the training model - which can certainly not account for every possible edge case.
Self-driving cars can't 'only be \better\ than humans'. Because only humans can currently drive. Self-driving cars need to be nearly 100% safe when you entirely remove the human driver.
Every day, our homes don't catch fire despite all of the electricity running through the walls, our combustion engines don't explode, our batteries don't explode, our buildings don't collapse. The modern world is full of things that could kill us and don't.
I didn't say no one is at fault, the manufacture is at fault if they built the vehicle in a way that we deem was wrong enough to deserve fault.
And we get to decide who's liable, just because you can act like the AI is sentient doesn't mean you can't make the company who wrote the code responsible for the actions of the AI.
And if we wait until self-driving cars are 100% safe, hundreds of thousands of preventable deaths will happen in the meanwhile.
By all means, improve the tech and show us that it can in fact put out better-than-status-quo safety numbers, but it's important to not confuse potential with wishful thinking.
Yes people would prefer to have agency in their lives and die based on their own decisions instead of a nameless programmer (a large fraction of the victims have themselves to blame for their death, this would change with self-driving cars).
Please reference a fair comparison.
AFAICT, we only have the unfair comparisons from Tesla, which say that Autopilot has an accident rate 1/5th compared to when it's disabled, and that Full Self Driving Beta has 0 accidents total. Neither of those comparisons are fair, but that's the best we have, AFAICT.
People _might_ overreact to deaths from true self driving cars, but we don't know that yet because such vehicles don't exist.
Driving plays to our two key strengths - tool use, and cooperation. Indeed, the car becomes an extension of our body, and the road is our forum.
There is a gap between the current state of the tech, and computers being better at driving than humans, that may be impossible to bridge. In order to bridge it, as a society we would need to accept a period where these things start to become more common, but they make our roads less safe.
Only through trial-and-error in blood can this technology improve. I don't think we will collectively see it as a worthwhile experiment.