Well I'd certainly hope that there is a high level of confidence that they don't kill people BEFORE they're put on the road with other people.
Well I'd certainly hope that there is a high level of confidence that they don't kill people BEFORE they're put on the road with other people.
So it's all a numbers game. What's acceptable, and what we can improve on.
I’m not saying I want the highways to be a Wild West for self driving cars, but it’s worth admitting it would probably accelerate the pace of innovation.
Don't. Cost isn't stopping people today from ridesharing. Carpooling won't become cool just because there is no driver, in fact I could see it becoming less cool as you will be much more alone with strangers. Many people today would be uncomfortable on a bus at night without a third party present (ie the driver, or at least many other strangers).
Think about all the extra traffic from autodriver cars doing jobs that today are too expensive. And the double-commute possibility. Your car takes you to work, drives itself home to park/recharge, then drives back to pick you up at the end of the day. Any 2-way trip could become 4-way, doubling the per-trip traffic. Or, rather than pay for parking while you shop downtown, you ask your car to drive around in circles until you are ready to go home.
> than the average sober, careful and experienced human driver
But ultimately we do accept the fatality rates caused by all drivers and not just the good ones as a cost of having individual transportation. If we didn't only teetotalers would be allowed to operate cars to remove one risk factor. And we also accept the risk of inexperienced drivers because we have to teach them eventually, the same reasoning can be applied to autonomous cars (just substitute teaching with data gathering)
The total distance driven also does not just depend on technology alone but on urban planning. AVs may change that dramatically over time.
> But ultimately we do accept the fatility rates caused by all drivers and not just the good ones as a cost of having individual transportation. If we didn't only teetotalers would be allowed to operate cars to remove one risk factor. And we also accept the risk of inexperienced drivers because we have to teach them eventually, the same reasoning can be applied to autonomous cars (just substitute teaching with data gathering)
We don't accept the fatality rates caused by all drivers; we confiscate the licenses of or jail bad drivers on a regular basis, and we certainly don't permit drivers being taught to operate commercially. Driver accountability for accidents is part of the social contract that permits individual transportation despite its cost; an corollary of that is that the accident rate is higher than we believe it should be, and that some degree of negligence is involved in the current level of accidents which it would seem unreasonable to exonerate corporations from if they were to replicate them using software. And on a purely practical basis, if you estimate SDV safety based on narrowly beating the mean accident rate across all drivers in tests, and then early commercial adoption tends to be replacing experienced commercial drivers who drive the most miles with the fewest incidents first, you're certainly going to push that accident rate up in the short run even without additional miles driven.
Uber could be skewing statistics in similar ways.
Anyway, this is all handwavy speculation. What I'm trying to get at is that the overton window for AV behavior may be surprisingly large, especially if they exhibit their worst behavior in the learning years when the fleets are still small. For some metrics possibly even larger than that for humans.
Everyone else performs a tradeoff along multiple axes including price, convenience and safety. Not needing a driver, freeing up time and lowering prices increase utility which could even justify a slight increase in risk. But even if we don't want to increase risk then a self-driving system still only has to be as good as humans on average to result in no net-increase of deaths per passenger mile while still increasing overall utility.
And more simply, it is silly to expect the maximum possible value to be the minimum requirement.
If the software is in active control pretty much everything that goes into that is different from software that is deciding if and when to emergency brake.
To put it another way, a self-driving system will become safer than human drivers, not because it knows how/when to emergency brake really well, but because it won’t have to emergency brake as frequently as a human does.