Access Denied: How India's Digital 'Cure-All' Became a Real-World Fairness Crisis
How Aadhaar’s promise of digital inclusion turned into one of the largest algorithmic exclusion crises in the world.
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AI’s Green Promises: A Deceptive Mirage of Sustainability
Why efficiency-focused 'Green AI' claims often hide deeper environmental, social, and governance costs—especially in the Global South.
Core Team
Beyond America's AI Action Plan: A Global South Response on Fairness
America's AI Action Plan's redefinition of fairness, by removing Diversity, Equity, and Inclusivity (DEI), risks hard-coding inequities for the Global South, necessitating a proactive response to define its own culturally and contextually relevant AI fairness standards.
Core Team
The Golden Touch of Ruin: How Michigan’s MiDAS Algorithm Falsely Accused 40,000 People of Fraud
A deep dive into Michigan’s MiDAS unemployment fraud algorithm — and how design-phase failures, automation bias, and the removal of human oversight turned efficiency into injustice.
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When an Algorithm Broke Thousands of Families: The Netherlands Child Welfare Scandal
How a design-phase failure in the Dutch childcare fraud algorithm created one of the worst AI governance disasters in Europe — and what the Global South must learn from it.
Core Team