Why not simply agree on a certain accident-rate with the insurance company and they cover anything that stays within that rate as long as there isn't any gross negligence - which would be pretty hard to prove, considering that the software can be audited in advance - or malicious behavior (kill 10 kids every christmas as long as we stay within the agreed rate).
I mean smoothing out low-incidence, high-impact events is pretty much their business, no?
But insurance companies are founded on the assumption that they will only have to pay out in the exceptional case, no?
If they can know for a fact that a certain accident rate is guaranteed for a given car, then they will explicitly disclaim liability for accidents within that rate, similar to how all product warranties expire before the far end of the bathtub curve.
Otherwise it's like selling flood insurance on a flood plain, or health insurance to cancer patients: something that makes no economic sense and only exists where the government has forced it to.
> But insurance companies are founded on the assumption that they will only have to pay out in the exceptional case, no?
"Exceptional case" is still a well-defined rate for them. They calculate risks and adjust insurance premium accordingly. That's pretty much their business.
With sufficiently large amount of insured parties those "exceptional events" are actually fairly common.
And that's what I was referring to. If the insurance company is in the business of calculating incident rates anyway they might as well cooperate with the autonomous car manufacturer to drive down incidence rates to a covered level.
Just like car insurances will offer reduced premiums to experienced, accident-free drivers they can offer reduced fees to vehicle manufacturers who statistically cause fewer accidents.
Everything has a guaranteed failure rate higher than 0, so is all insurance unprofitable?
The warranty example is bad because warranties end instead of getting renewed. They'd happily renew the insurance for the cost of a new product minus epsilon.
No they won't; they'll be happy to cover it because they'll know who to recover from. At bottom insurance is a cash-flow management business. They know very well what the probabilities are and build those into the price.
I mean smoothing out low-incidence, high-impact events is pretty much their business, no?