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Does my algorithm have a mental-health problem?

Our algorithms are increasingly being made in our own image. […] They are becoming the near-sentient backdrop of our lives.

Social media is a writhing nest of human bias and hatred. Algorithms that spend time on social media sites rapidly become bigots. These algorithms are biased against male nurses and female engineers. They will view issues such as immigration and minority rights in ways that don’t stand up to investigation. Given half a chance, we should expect algorithms to treat people as unfairly as people treat each other. But algorithms are by construction overconfident, with no sense of their own infallibility. Unless they are trained to do so, they have no reason to question their incompetence (much like people).

by Thomas T Hills on Aeon