It only speeds up how fast you can resolve hostnames to their IP address (something that has to be done with almost every new connection).
It helps in privacy as anyone who sees your DNS queries knows where you go on the Internet. It won't give you access to passwords or anything like that, but it can build a decent profile about a person.