6 posts with this tag
How Uganda's Ndaga Muntu national ID system exposes the human cost of digital identity when legal status, public services, finance, education, and land rights depend on fragile registry infrastructure.
How Kenya's shift from Huduma Namba to Maisha Namba exposes the fairness, legal, and infrastructure failures that can turn digital identity into exclusion by design.
As AI enters courts and welfare systems worldwide, the COMPAS debate reveals a critical lesson: fairness depends on context, and exporting models without reform risks scaling inequality.
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.
How Aadhaar’s promise of digital inclusion turned into one of the largest algorithmic exclusion crises in the world.
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.