The Data Chief

Princeton University's Ruja Benjamin on Bias in Data and A.I.


Listen Later

Joining Cindi today is Ruha Benjamin, a professor of African American Studies at Princeton University and the founding director of the IDA B. WELLS Just Data Lab. She has studied the social dimensions of science, technology, and medicine for over 15 years and speaks widely on issues of innovation, equity, health, and justice in the U.S. and globally. Ruha is the author of Race After Technology: Abolitionist Tools for the New Jim Code and People's Science: Bodies and Rights on the Stem Cell Frontier, and the editor of Captivating Technology: Race, Carceral Technoscience, and Liberatory Imagination in Everyday Life.

In this episode, Ruha and Cindi discuss how flawed data can have disastrous, real-world consequences for women and people of color. Ruha also describes a multidisciplinary approach to recognizing and refurbishing the processes for gathering and governing data.

Key Takeaways:

  • The least apparent bias is often the most dangerous. We can't prevent the consequences of bias or even take it seriously if we're not aware of it — or worse, choose to ignore its less obvious manifestations.
  • Widen the lens and don't settle for 'happy talk.' Diversity is not the status quo for most organizations, therefore it should make us uncomfortable. If it’s not, it may be a sign that you’re stopping the conversation short.
  • Focus on building the right team before you start building AI systems. Diversity needs to start from the groundwork that happens before the foundation is poured.
  • "Big me up." Surround yourself with role models and people who build you up rather than tear you down — and be a support system for them as well. 

More About Ruha:

Ruha Benjamin is a professor of African American Studies at Princeton University and the founding director of the IDA B. WELLS Just Data Lab. She has studied the social dimensions of science, technology, and medicine for over fifteen years and speaks widely on issues of innovation, equity, health, and justice in the U.S. and globally.

Ruha's second book, Race After Technology: Abolitionist Tools for the New Jim Code, examines the relationship between machine bias and systemic racism, analyzing specific cases of “discriminatory design,” and offering tools for a socially-conscious approach to tech development. She is also the editor of Captivating Technology.

Ruha also recommends the workbook, Advancing Racial Literacy in Tech.

--

The Data Chief is presented by our friends at ThoughtSpot. Searching through your company’s data for insights doesn’t have to be complicated. With ThoughtSpot, anyone in your organization can easily answer their own data questions, find the facts, and make better, faster decisions. Learn more at thoughtspot.com

-- 

For full show notes and more, go to thedatachief.com.

Hear more from Cindi Howson here. Sponsored by ThoughtSpot.

...more
View all episodesView all episodes
Download on the App Store

The Data ChiefBy ThoughtSpot

  • 4.9
  • 4.9
  • 4.9
  • 4.9
  • 4.9

4.9

76 ratings


More shows like The Data Chief

View all
Freakonomics Radio by Freakonomics Radio + Stitcher

Freakonomics Radio

32,262 Listeners

Planet Money by NPR

Planet Money

30,715 Listeners

Hidden Brain by Hidden Brain, Shankar Vedantam

Hidden Brain

43,549 Listeners

Marketplace by Marketplace

Marketplace

8,786 Listeners

Pivot by New York Magazine

Pivot

9,750 Listeners

The a16z Show by Andreessen Horowitz

The a16z Show

1,104 Listeners

Founders by David Senra

Founders

2,185 Listeners

Radio Atlantic by The Atlantic

Radio Atlantic

2,366 Listeners

The Indicator from Planet Money by NPR

The Indicator from Planet Money

9,563 Listeners

Worklife with Adam Grant by TED

Worklife with Adam Grant

9,115 Listeners

The Story by Mission

The Story

235 Listeners

Mission Daily by Mission.org

Mission Daily

220 Listeners

IT Visionaries by Mission

IT Visionaries

171 Listeners

The Future of Cities by Mission

The Future of Cities

75 Listeners

Marketing Trends by Mission

Marketing Trends

276 Listeners

The Journey by Mission.org

The Journey

59 Listeners

Find Your Mission by Mission

Find Your Mission

38 Listeners

The Prof G Pod with Scott Galloway by Vox Media Podcast Network

The Prof G Pod with Scott Galloway

5,663 Listeners

Hidden In Plain Sight by Mission

Hidden In Plain Sight

87 Listeners

Barron's Streetwise by Barron's

Barron's Streetwise

1,584 Listeners

Up Next In Commerce by Mission

Up Next In Commerce

136 Listeners

Big Technology Podcast by Alex Kantrowitz

Big Technology Podcast

512 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

16,492 Listeners

The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

The AI Daily Brief: Artificial Intelligence News and Analysis

676 Listeners