I've always had this option switched off as I found the noise was too much (and I only follow 240 people). With all @ replies turned on you only get half the conversation when you're not following the third person.
I found the best way to find new people to follow is to visit the profile pages of people I find interesting and see who they are conversing with. This way my twitter stream is not filled with @replies that are less relevant to me.