StumbleUpon has long perfected the art of serving up random items of interest on the Web to users who just want something to do. Choose an interest, hit the big red button and give a thumbs-up or thumbs-down to whatever is presented to you. Repeat.
StumbleUpon in the iTunes App Store
See also: Alien Blue Reddit Client