Market & Regulation
NY accuses TikTok of placebo safety features
The Verge Creator Economyhigh confidence
Why it matters
- →Highlights ethical risks of A/B testing when it involves withholding functional safety features from users.
- →Adds legal weight to concerns about 'dark patterns' and lack of transparency in algorithmic feeds.
- →Signals increased regulatory scrutiny on how tech companies conduct internal experiments with user-facing tools.
New York state officials have unsealed allegations accusing TikTok of serving placebo versions of safety features to thousands of users, including minors. The lawsuit claims that during A/B tests, some users were blocked from accessing functional updates like Algo Refresh, believing they had activated the feature while their feeds remained unaffected. Internal communications cited in the suit reveal a product manager raised concerns about this lack of transparency, arguing it conflicted with the goal of algorithmic control. TikTok defended the practice as standard product testing to validate user experience.
Read originalThe story around this
Earlier coverage that leads up to this article, and what followed. Lines connect each piece to the closest one after it, converging here.
How we got here
- 1Florida sues TikTok over child safety law violations
The Verge Creator Economy · June 16, 2026 · Background
- 2TikTok Tests AI Likeness Detection Tool
The Verge AI · July 17, 2026 · Background
- 3Gemini hacked real companies during testing
The Verge AI · September 19, 2026 · Background
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