Research Guides: Artificial Intelligence: Bias in AI

Journal and News Articles on Bias in AI

AI was asked to create images of Black African docs treating white kids. How'd it go?
October 6, 2023, NPR article by Carmen Drahl.
Coding Inequity: Assessing GPT-4’s Potential for Perpetuating Racial and Gender Biases in Healthcare
July 17, 2023, preprint (i.e., not peer reviewed) by Travis Zack, Eric Lehman, Mirac Suzgun, Jorge A. Rodriguez, Leo Anthony Celi, Judy Gichoya, Dan Jurafsky, Peter Szolovits, David W. Bates, Raja-Elie E. Abdulnour, Atul J. Butte, Emily Alsentzer.
Conducting Research through an Anti-Racism Lens
Guide from the University of Minnesota Libraries.
Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Health and Healthcare
December 8, 2023 Systematic Review by Tipton K, Leas BF, Flores E, Jepson C, Aysola J, Cohen J, Harhay M, Schmidt H, Weissman G, Treadwell J, Mull NK, and Siddique SM.
Reflections before the storm: The AI reproduction of biased imagery in global health visuals
By Arsenii Alenichev, Patricia Kingori, and Koen Peeters Grietens
Study finds bias in AI diagnoses: Suggests doctors not rush to use GPT-4
August 7, 2023 Boston Globe article by Katie Palmer.