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A single adversarial token can bypass most safety filters.
A fairness constraint that appears fully satisfied at decision time can mask a substantial, systematic violation of the outcome it was meant to protect.
Waste disposal methods significantly predict illness types, revealing a critical link between sanitation practices and public health in Ghana.