Computer scientists must identify sources of bias, de-bias training data and develop artificial-intelligence algorithms that are robust to skews in the data, argue James Zou and Londa Schiebinger in Nature.

Algorithms that dig into our digital lives to predict behavior have become a hot topic. Michal Kosinski talks about the pros and cons of life in a hyper-connected world.