Instances of bias and discrimination throughout a variety of machine learning techniques have elevated a lot of ethical concerns regarding the use of artificial intelligence. How can we safeguard against bias and discrimination once the training data alone may be produced by biased human processes? Whilst companies normally have superior intentions