Another issue: in some machine learning models, like image classifiers, race is not an a priori covariate or group in the data, but is only scrutinized a poster

Another issue: in some machine learning models, like image classifiers, race is not an a priori covariate or group in the data, but is only scrutinized a posteriori. I'm not sure what you mean when you said the model defaults to white features.