the quality tax framing might actually undersell the value in regulated domains. if a hospital system can't deploy without explainability, a model that scores 95% and can trace its reasoning beats one that scores 97% and can't. the baseline isn't 'interpretable model vs better model' -- it's 'interpretable model vs no model at all.'