A black-box analysis of flickr's (reportedly) successful algorithm to find interesting new submissions. The assumption is that they use popularity metrics, weighed by a seeded assertion of the professionalism of the commenters, to prevent photoshopped pictures of lolcatz from dominating the rankings.