Ethical Design Guide

Resources

• 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.

• ACM Code of Ethics and Professional Conduct

  tool about ethics.

  By Association for Computing Machinery, and ACM Code 2018 Task Force.

• What the Tech Industry Can Learn from Afrofuturism

  article about race, anti-racism, and AI.

  By Sidney Phillips.

• Algorithmic injustice: a relational ethics approach

  paper about ethics, machine learning, AI, algorithms, and justice.

  By Abeba Birhane.

• Combatting Bias in ML

  talk about bias, and AI.

  By Ayodele Odubela.

• How to start testing screen reader support using VoiceOver

  article about accessibility.

  By Yakim van Zuijlen.

• Black History Library

  library about race, and anti-racism.

  By madsci.net.

• Beyond the Screen Reader: Humanizing Accessibility

  talk about accessibility.

  By Alanna Burke, and Accessibility Talks.

• Ethical principles in machine learning and artificial intelligence: cases from the field and possible ways forward

  paper about ethics, machine learning, AI, and algorithms.

  By Samuele Lo Piano.

• What are Ethics and Why do they Matter? Machine Learning Edition

  talk about ethics, data science, and machine learning.

  By Rachel Thomas.

• Where Is the Rush to Visualize the Public Health Crisis of Racism?

  article about data visualization, anti-racism, and racism.

  By Amanda Makulec.

• How Does This Data Sound?

  article about data, data visualization, and accessibility.

  By Luc Guillemot, and Interactive Things.

• The Data Equity Framework

  tool about data science, equity, and ethics.

  By We All Count.

• Beyond empathy in design

  article about empathy, and design.

  By Caitlin Chase, and UX Collective.

• AI ethics groups are repeating one of society’s classic mistakes

  article about AI, algorithms, and ethics.

  By Abhishek Gupta, and Victoria Heath.

• Nappy

  tool about race, stock photos, and diversity.

  By Nappy.

• System of Systems

  talk about design systems, and social justice.

  By Tatiana Mac.

• Unintended Consequences: How to Reduce Exclusionary Practices In Our Organizations and Communities

  talk about inclusion, equity, and business.

  By Kim Crayton.