Dirty data damaged marketing — not because it was messy or incomplete, but because it trained systems to misunderstand people with confidence. Partial signals were treated as truth. Inference replaced intent. Surveillance masqueraded as insight. And an entire economy was built on the comforting lie that activity equals meaning....