About This Project

Establish an independent algorithmic fairness certification body (analogous to LEED for green buildings or Fair Trade for agriculture) that defines audit standards, certifies compliant AI systems, and maintains a public registry of certified and non-compliant systems. Certification requires: (1) representative training data documentation, (2) bias testing across protected categories with published results, (3) explainability requirements proportionate to decision stakes, (4) ongoing monitoring and recertification every 12 months. Non-compliance results in public listing, regulatory reporting, and exclusion from government procurement and regulated sector deployment.

Timeline