This time on the function room, advertising algorithms start to annoy Ruby so I decided to find out a bit more. And who better to talk to than someone the New York Times described as one of the most valuable observers of Big Data. She is American mathematician, data scientist, and author of Weapons of Math Destruction and budding movie star, Cathy O’Neill.