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Tech & Innovation·October 8, 2026·1 min read

Unsealed docs: in its lawsuit, New York alleges TikTok gave thousands of users, including youth, non-functional safety features as part of placebo experiments

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If regulators can frame A/B tests of "placebo" safety features on minors as deceptive, experimentation around trust-and-safety UX is moving into legal risk territory. Any product team running dark tests on safety controls—especially for youth—needs legal in the room and an audit trail of intent and safeguards.