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  • how to lie with statistics Machine learning is innately conservative and wants you to either act like everyone else, or never change Cory Doctorow
  • nist NIST confirms that facial recognition is a racist, sexist dumpster-fire Cory Doctorow
  • African American English Training bias in AI "hate speech detector" means that tweets by Black people are far more likely to be censored Cory Doctorow
  • cheap tricks AI is like a magic trick: amazing until it goes wrong, then revealed as a cheap and brittle effect Cory Doctorow
  • empirical facewash Beyond GIGO: how "predictive policing" launders racism, corruption and bias to make them seem empirical Cory Doctorow
  • garbage training data in Amazon trained a sexism-fighting, resume-screening AI with sexist hiring data, so the bot became sexist Cory Doctorow
  • speech recognition Voice assistants suck, but they suck worse if you have an "accent" Cory Doctorow
  • plenty of room at the bottom Garbage In, Garbage Out: machine learning has not repealed the iron law of computer science Cory Doctorow
  • artificial stupidity AI's blind spot: garbage in, garbage out Cory Doctorow
  • Kerckhoff's principle Rules for trusting "black boxes" in algorithmic control systems Cory Doctorow
  • gigo Sampling bias: how a machine-learning beauty contest awarded nearly all prizes to whites Cory Doctorow
  • gigo Weapons of Math Destruction: invisible, ubiquitous algorithms are ruining millions of lives Cory Doctorow
  • data science Big Data Ethics: racially biased training data versus machine learning Cory Doctorow
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