Therefore, companies that want to sell self-driving cars are pitching them as safer. The fact of the matter, though, is that it remains to be seen whether self-driving cars are in fact safer.
While a self-driving car will not suffer from some of the shortcomings of a human, like getting drunk or sleepy, it will suffer from other shortcomings that humans don't, like bugs and getting hacked.
Ultimately the one thing we can trust about fellow humans in cars is that they want to survive their trip too. This is true with very few exceptions. The scary thing about self-driving cars is that they don't care if they survive.