A software engineer at Google by the name of James Damore, penned a 10 page manifesto against diversity at the company and sent it around to colleagues. He argued, without much citation, that women show higher interest in people and men in things — and it’s why men are more biologically suited to software engineering, and women to creative or artistic things. He also said Google was biased against white men and was too left wing, too politically correct and not accepting of conservative viewpoints. In a new study published in EPJ Data Science, two researchers accessed the Instagram accounts of 166 volunteers and then applied machine learning to their collective 43,950 images in order to identify and predict depression. By comparing those predictions to each individual's clinical diagnosis, the researchers discovered that their model outperformed the average rate of physicians accurately diagnosing depression in patients. In other words, an Instagram account may have the potential to reveal whether you're experiencing depression. The right algorithm might just be better at making that prediction than a trained physician.