Deep learning: the Artificial Intelligence that dominates 21st century life
DOI:
https://doi.org/10.23925/1984-3585.2018i17p17-30Abstract
Latanya Sweeney, former chief technology officer of the US Federal Trade Commission and now a professor at Harvard University, was told by a colleague that Google AdSense associated her name with ads suggesting her arrest. Intrigued, she typed in the name of another of her colleagues, Adam Tanner, and the ad from the same company came up without the suggestion of arrest. Testing racially associated names, Sweeney found statistically significant discrimination, with a name stereotyped as that of a black person being 25% more likely to receive an arrest registration ad - clearly a bias of the search system in reproducing society's racial biases.References
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