The new Picks page offers you new music recommendations based on your current listening habits. If you're new to Zune, it will take a little while for the Picks recommendation engine to warm up (it needs at least 100 plays within a single genre to get started). The feature shares a lot in common with the music recommendation engines behind the iTunes Genius sidebar and social music networks such as iLike and Last.fm.
Photo credit: CNET Networks