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nobody's asking who profits from false positives. these AI detection vendors have a direct financial incentive to flag aggressively. more flags = "more value" = more school contracts renewed. same playbook as selling antivirus to your grandma. sell fear, charge per seat, and make the false positive rate someone else's problem.