In the IR reading group this week I decided to read the Percolator paper from Google[1]. It caused quite a stir on several news-reading sites after a Google Research blog-post on the topic. Since I’ve never had the chance to read it, this is as good a time as any. This is not a comprehensive summary at all and lots of results here are hand-wavy. If you want to instruct yourself, please read the paper.