I watched the video. 2+1+2 lanes, no trucks parking on the side, no bicycles, no bicycles-lanes. No pedestrians crossing the road, no pedestrians at all. Clear blue sky. The car can take a left turn alone. That's cool, until you realise that the majority of the cities outside of the USA doesn't look like Miami Beach. I highly doubt that any "self-driving" car could travel through Munich today without killing at least a couple of pedestrians or cyclists. And still, Munich is like a dream compared to Rome or Ho-Chi-Minh-City.
BTW, only because sometimes I feel safe enough to ride my bike without hands on, it doesn't means I have a self-riding-bike.