An excerpt from the NY Times -
Can We Make Our Robots Less Biased Than We Are?
A.I. developers are committing to end the injustices in how their technology is often made and used.
By David Berreby
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| Chris S. Crawford, a computer scientist at the University of Alabama. “I personally was in Silicon Valley when some of these technologies were being developed,” he said, and more than once, “I would sit down and they would test it on me, and it wouldn’t work. And I was like, You know why it’s not working, right?”Credit...Wes Frazer for The New York Times Over the past decade, evidence has accumulated that “bias is the original sin of A.I,” Dr. Howard notes in her 2020 audiobook, “Sex, Race and Robots.” Facial-recognition systems have been shown to be more accurate in identifying white faces than those of other people. (In January, one such system told the Detroit police that it had matched photos of a suspected thief with the driver’s license photo of Robert Julian-Borchak Williams, a Black man with no connection to the crime.) There are A.I. systems enabling self-driving cars to detect pedestrians — last year Benjamin Wilson of Georgia Tech and his colleagues found that eight such systems were worse at recognizing people with darker skin tones than paler ones. Joy Buolamwini, the founder of the Algorithmic Justice League and a graduate researcher at the M.I.T. Media Lab, has encountered interactive robots at two different laboratories that failed to detect her. (For her work with such a robot at M.I.T., she wore a white mask in order to be seen.) https://www.nytimes.com/2020/11/22/science/artificial-intelligence-robots-racism-police.html |
