Unmasking AI
Joy Buolamwini
The researcher who proved facial recognition could not see dark-skinned faces. Start your AI equity journey here.
Pairs with: I.D.E.A. Framework
Purchase link coming soon
Coded Bias
Directed by Shalini Kantayya
Ninety minutes that will change how you see every algorithm at work. Built for team viewings and classrooms.
Pairs with: AI Equity Check
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The Algorithm
Hilke Schellmann
How AI already decides who gets hired, monitored, promoted, and fired. Every HR leader needs to read this.
Pairs with: Case Study 4: The Algorithm Screened Her Out
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Empire of AI
Karen Hao
Who pays for AI? Communities, water, and workers far from Silicon Valley. Award-winning and unflinching.
Pairs with: AI's Physical Footprint
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Atlas of AI
Kate Crawford
AI is not a cloud. It is minerals, power, water, and labor. A map of what it really costs.
Pairs with: Case Study 5: The Data Center Next Door
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Weapons of Math Destruction
Cathy O'Neil
The classic on how 'neutral' math scales inequality. Accessible for any reader.
Pairs with: Spotting Algorithmic Bias at Work
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Race After Technology
Ruha Benjamin
Meet the New Jim Code: discrimination hidden behind tools that claim to be objective.
Pairs with: AI Equity Check
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Algorithms of Oppression
Safiya Umoja Noble
How search engines reinforce racism, and why it matters for who gets seen.
Pairs with: I.D.E.A. Framework
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Automating Inequality
Virginia Eubanks
When automated systems police the poor. A sharp warning about surveillance creep and who it hits first.
Pairs with: Equitable Digital Workplace Checklist
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More Than a Glitch
Meredith Broussard
Tech bias is not a bug to patch. It is a design choice. Here is how to design differently.
Pairs with: Tool E: AI Readiness Assessment
Purchase link coming soon