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What should people who design AI know?
- cratermoon 4y agoAlgorithmic bias is a well-known and widely-studied phenomenon. At least as far back as the early 2000s, researchers were publishing about it. Perhaps something that should be required reading for programmers. Picturing algorithmic surveillance: the politics of facial recognition systems https://www.ssoar.info/ssoar/handle/document/20067 https://www.ssoar.info/ssoar/handle/document/20067 The Hidden Biases in Big Data https://hbr.org/2013/04/the-hidden-biases-in-big-data https://hbr.org/2013/04/the-hidden-biases-in-big-data Police are using software to predict crime. Is it a ‘holy grail’ or biased against minorities? https://www.washingtonpost.com/local/public-safety/police-are-using-software-to-predict-crime-is-it-a-holy-grail-or-biased-against-minorities/2016/11/17/525a6649-0472-440a-aae1-b283aa8e5de8_story.html https://www.washingtonpost.com/local/public-safety/police-ar... Automating Judicial Discretion: How Algorithmic Risk Assessments in Pretrial Adjudications Violate Equal Protection Rights on the Basis of Race https://scholarship.law.umn.edu/cgi/viewcontent.cgi?article=1680&context=lawineq https://scholarship.law.umn.edu/cgi/viewcontent.cgi?article=... How We Analyzed the COMPAS Recidivism Algorithm https://www.propublica.org/article/how-we-analyzed-the-compas-recidivism-algorithm https://www.propublica.org/article/how-we-analyzed-the-compa...