Compared to the autopilot I've experienced in my model S, this video shows these features (and probably some more I missed):

- following a path from a map instead of following a specific lane of traffic.

- turns

- recognition of stop signs and light signals

- highway onramp and offramp

- self-parking that finds its own parking spot and works without driver in the vehicle

- better music than I have on my playlist