Abstract There is much debate about the ways in which artificial intelligence (AI) systems can include and perpetuate biases lead to unfair often illegal discrimination against individuals on basis of protected characteristics, such as age, race, gender disability. This chapter describes three cases discrimination. It starts with an account use AI hiring decisions that led based gender. The sec...