I would bet that if self driving software was involved in any accident, it is the company who developed the software who will be paying, even if someone else owns the car.
As long as the first two letters in LLC hold up, lots of people would be willing to enter into a new market that appears to have a lot of potential upside and profit, with the downside limited to whatever they invested, or borrowed, to get it going.