What Should We Do when Our Ideas of Fairness Conflict?

The article looks at how fairness can be defined and implemented in algorithmic decision-making. The author states that alternative, reasonable definitions of fairness can end up being mutually exclusive when operationalized in mathematical or algorithmic form. He discusses competing analyses of fairness in algorithms used to predict criminal behavior.