Resources

Resources on Diversity, Equity, Inclusion & ethical AI

Diversity, Equity & Inclusion reports & research

DEI toolkit - WEF

DEI Embodied AI

Gender Parity in the intelligent age - WEF

Screenshot_10-4-2025_184518_www.linkedin.com

Diversity, Equity and Inclusion 4.0 - World Economic Forum (2020)
Diversity, Equity, and Inclusion in Embodied AI - The DEI4EAI initiative (2022)
Gender Parity in the intelligent age - World Economic Forum (2025)
Global Parity Alliance: Lighthouses 2025 – World Economic Forum (2025)
Predictive policing - ProPublica (2016)

Books on Bias, Inclusion & Social Justice in AI

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Biased Eberhardt

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ethical machines

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Smarter than you think

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Algorithms of Oppression: How Search Engines Reinforce Racism – Safiya Umoja Noble (2018)
Artificial Integrity: The Paths to Leading AI Toward a Human-Centered Future – Hamilton Mann (2024)
Biased: Uncovering the Hidden Prejudice That Shapes What We See, Think, and Do – Jennifer L. Eberhardt (2019)
Breaking Through Bias: Communication Techniques for Women to Succeed at Work – Andrea S. Kramer & Alton B. Harris (2016)
Data Feminism – Catherine D’Ignazio & Lauren F. Klein (2020)
Design justice - Sasha Constanza Chock (2020)
Ethical Machines: Your Concise Guide to Totally Unbiased, Transparent, and Respectful AI – Reid Blackman (2022)
Feminist AI – Jude Browne, Stephen Cave, Eleanor Drage (2023)
Invisible Women: Data Bias in a World Designed for Men – Caroline Criado Perez (2019)
On Being Included: Racism and Diversity in Institutional Life – Sara Ahmed (2012)
Smarter Than You Think: How Technology is Changing Our Minds for the Better – Clive Thompson (2013)
Technically Wrong: Sexist Apps, Biased Algorithms, and Other Threats of Toxic Tech – Sara Wachter-Boettcher (2017)
The AI mirror - Shannon Vallor (2024)
The Big Nine: How the Tech Titans and Their Thinking Machines Could Warp Humanity – Amy Webb (2019)
Unwavering: Rejecting Bias, Igniting Change, Celebrating Inclusion – Nellie Borrero (2023)

Podcasts and online resources

Co-liberative computing

Book club - Co-liberative computing
Coded Bias- Documentary about AI and surveillance, featuring Joy Buolamwini (2020)
Data Democratization Podcast- Insights on synthetic data & inclusive AI.
Project implicit - Test your own bias
The Just Data Lab- Network on innovation, justice, and technology.