I wondered the same thing on the following thread, posted about a month ago:
https://news.ycombinator.com/item?id=16477295
I believe some manufacturers will take entire responsibility while in some cases it's the person that "starts" the self-driving vehicle. Legislation seems to be on a state-by-state basis at the moment.