What does it mean for an algorithm to be “fair”?

Back in February, I flew to Amsterdam to report on a high-stakes experiment the city had recently conducted: a pilot program for what it called Smart Check, which was its attempt to create an effective, fair, and unbiased predictive algorithm to try to detect welfare fraud…
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