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The Ethical Issue of Fairness in Algorithms
defining exactly what you mean by fair is surprisingly tricky. There are some kinds of fairness that are mathematically incompatible with others. Even if you could guarantee all these things, there are still a number of ethical issues to contend with. How do you measure fairness? Who is excluded from your definition? How make those decisions transparent? And ultimately, how do people contest the decisions made by those algharithms?