The video shows a Tesla car driving itself, both on highways and urban streets fully autonomously. Someone sits in the driver's seat, but does nothing but watch as the car drives them from (presumably) a home to a Tesla office. The car arrives, drops the person off at the entrance, then goes on to find a parking spot and parallel park.
This is a glimpse of our future folks. And it's not the distant future either. This is quite possibly no more than 14 months from now. In fact Elon said that he expects a Tesla will drive, in fully autonomous mode, from LA to New York City by the end of 2017.