This is what's going to happen. If you've ever seen a machine learning algorithm in action, this isn't surprising at all. Basically, they'll behave as expected some well known percentage of the time. But when they don't, the result will not be just a slight deviation from the normal algorithm, but a very unexpected one. So we will have overall a much smaller number of deaths caused by self driving cars, but ones that…
> So we will have overall a much smaller number of deaths caused by self driving cars Why? This is what the self-driving cars industry insists on, but has nowhere near been proven (only BS stats, under ideal conditions, no rain, no snow, selected roads, etc -- and those as reported by the companies itself). I can very well imagine a greater than average human driving AI. But I can also imagine being able to write it…
Because machines have orders of magnitude fewer failure modes than humans, but with greater efficiency. It's why so much human labour has been automated. There's little reason to think driving will be any different.
You can insist all you like that the existing evidence is under "ideal conditions", but a) that's how humans pass their driving tests too, and b) we've gone from self-driving vehicles being a gleam in someone's eye to actual self-driving vehicles on public roads in less than 10 years. Inclement weather won't take another 10 years.
It's like you're completely ignoring the clear evidence of rapid advancement just because you think it's a hard problem, while the experts actually building these systems expect fully automated transportation fleets within 15 years.