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Making Smart Machines Fair
"A first step for the professors is to measure the cultural bias in the standard data sets that many researchers rely on to train their systems. From there…
automation bias
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Artificial Intelligence based systems can gain human biases
"These biases range from the morally neutral to the objectionable views – preference for birds over animals to views on race and gender. “We have a situati…
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How to Fix Silicon Valley’s Sexist Algorithms
"But not everyone believes gender bias should be eliminated from the data sets. Arvind Narayanan, an assistant professor of computer science at Princeton,…
(Un)Fairness of Risk Scores in Criminal Sentencing
In a ruling today, the Wisconsin Supreme Court sanctioned the use of COMPAS risk assessment scores about a defendant’s potential recidivism in sentencing, so lo…