Unmasking AI's Racism And Sexism

揭露人工智能的种族主义和性别歧视

Fresh Air

艺术

2023-11-29

47 分钟
PDF

单集简介 ...

Computer scientist and AI expert Joy Buolamwini warns that facial recognition technology is riddled with the biases of its creators. She is the author of Unmasking AI and founder of the Algorithmic Justice League. She coined the term "coded gaze," a cousin to the "white gaze" or "male gaze." She says, "This is ... about who has the power to shape technology and whose preferences and priorities are baked in — as well as also, sometimes, whose prejudices are baked in." Also, we remember former First Lady Rosalynn Carter, who died at age 96 last week. She spoke with Terry Gross in 1984. Learn more about sponsor message choices: podcastchoices.com/adchoices NPR Privacy Policy

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  • On the TeD radio hour, linguist Ann Curzan says she gets a lot of complaints about people using the pronoun they to refer to one person.

  • I sometimes get into arguments with people where they will say to me, but.

  • It can't be singular.

  • And I will say, but it is.

  • The history behind words causing a lot of debate.

  • That's on the Ted radio hour from NPR.

  • This is FRESH AIR.

  • I'm Tanya Moseley.

  • You've probably heard the male gaze or the white gaze, but what about the coded gaze?

  • Computer scientist Joy Bologna coined the term while in grad school at MIT as a brown skinned black woman.

  • The facial recognition software program she was working on couldn't detect her face until she put on a white mask.

  • This experience set bolamwini on a path to look at the social implications of artificial intelligence, including bias in facial analysis technology and the potential harm it could cause millions of people like her, everything from dating app glitches to being mistaken as someone else by police.

  • She's written a new book about her life and work in this space called unmasking my mission to protect what is human in a world of machines.

  • Last month, after meeting with Bola Mwini and other AI experts, President Biden recently issued an executive order aimed at making AI safer and more secure.

  • This landmark executive order is a testament to what we stand for.

  • Safety, security, trust, openness, american leadership, and the undeniable rights endowed by a creator that no creator, no creation can take away, proving once again that America's strength is not just the power of its example, but the example of its power.

  • Joy Bologna is the founder of the Algorithmic Justice League, an organization that raises awareness about the implications of AI.

  • She is also a Rhodes Scholar and has a PhD from MIT.

  • Her thesis uncovered large racial and gender bias in AI services from companies like Microsoft, IBM, and Amazon.

  • Bologna's research was also featured in the Netflix documentary coded bias and Doctor Joy Bologna, welcome to Fresh Air.