AI doesn't create bias, it inherits it. How do we ensure fairness when it comes to automated decisions?

If artificial intelligence (AI) systems shape decisions that affect people's lives, they should do so fairly. This should be a given considering that potential applications for AI include automated hiring systems, as well as tools used in education, finance and criminal justice.