How can we prevent AI from being racist, sexist and offensive?

Stories of artificial intelligences exhibiting racist and sexist bias are common, including face recognition algorithms struggling to work for Black people and tools assessing whether a convicted criminal will reoffend treating white people more leniently. Despite years of efforts to make AI fair, these issues don't seem to be going away, so what can be done about them?