Ethical Design Guide

Resources

• TikTok's algorithm leads users from transphobic videos to far-right rabbit holes

  article about transphobia, algorithms, and LGBTQIA+.

  By Olivia Little, and Abbie Richards.

• Dr. Timnit Gebru, Big Tech, and the AI Ethics Smokescreen

  article about AI, ethics, and racism.

  By Mia Dand.

• Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification

  paper about algorithms, AI, gender, and race.

  By Joy Buolamwini, and Timnit Gebru.

• Challenging the Algorithms of Oppression

  talk about algorithms, ai, and bias.

  By Dr. Safiya Noble.

• Gender Shades

  talk about AI, algorithms, race, and gender.

  By Joy Buolamwini.

• What the Tech Industry Can Learn from Afrofuturism

  article about race, anti-racism, and AI.

  By Sidney Phillips.

• Combatting Bias in ML

  talk about bias, and AI.

  By Ayodele Odubela.

• Race After Technology

  book about algorithms, inequality, racism, and bias.

  By Ruha Benjamin.

• Weapons of Math Destruction

  book about algorithms, data science, inequality, racism, and bias.

  By Cathy O'Neil.

• Machine Bias

  article about algorithms, AI, racism, and bias.

  By Julia Angwin, Jeff Larson, Surya Mattu, Lauren Kirchner, and ProPublica.

• Algorithms of Oppression

  book about algorithms, bias, racism, sexism, and data science.

  By Dr. Safiya Umoja Noble.

• Ethics in AI Newsletter

  newsletter about race, bias, algorithms, AI, and social justice.

  By lighthouse3.

• Cause A Scene

  podcast about tech, race, anti-racism, bias, and algorithms.

  By Kim Crayton.

• Technically Wrong

  book about bias, algorithms, gender, and race.

  By Sara Wachter-Boettcher.

• Excavating AI: The Politics of Images in Machine Learning Training Sets

  article about AI, algorithms, and bias.

  By Kate Crawford, and Trevor Paglen.

• Racial discrimination in ‘dynamic pricing’ algorithms

  article about racism, algorithms, and bias.

  By Kyle Wiggers.

• Factually! #68: Technology and Race with Ruha Benjamin

  podcast about tech, race, anti-racism, bias, and algorithms.

  By Adam Conover.