New York Accuses TikTok of Deceiving Teens with Fake Safety Tools
Published on October 9, 2026
New York State has filed a lawsuit alleging that TikTok conducted experiments involving thousands of users, including minors, by offering a non-functional "placebo" version of a safety feature designed to refresh content recommendations. The complaint asserts that while participants believed they had activated the tool to filter harmful content, their feeds remained unchanged, unlike those of control groups who received the actual working feature.
Key Takeaways
- New York’s lawsuit alleges TikTok provided a placebo safety feature to teens and children in an experiment involving thousands of users.
- The disputed tool, referred to as "Algo Refresh," was supposed to allow users to reset their recommendations and stop seeing unwanted content.
- Participants in the experiment believed they had activated the feature, but their feeds did not change, whereas non-experiment users with access to the real tool saw immediate updates.
- The state accuses TikTok of designing its platform to encourage addictive use among children and misleading them regarding safety options.
- Bloomberg reported a separate incident in June where TikTok withheld a safety feature from 15 million U.S. users, including a teenager who subsequently died by suicide.
- TikTok responded to Reuters by stating that the company regularly tests new products and features to understand how they function in the real world.
The Alleged Placebo Experiment
According to reports cited in New York’s legal filing, TikTok engaged in experiments with thousands of users, specifically including teens and children who had opted into safety features. One such feature was identified as "Algo Refresh," a tool intended to give users control over their content feed by allowing them to reset recommendations and avoid potentially harmful or unwanted material.
The core of the allegation is that TikTok provided a simulated version of this feature to the experimental group. Users in this cohort believed they had successfully activated Algo Refresh. However, unlike users who were not part of the experiment and had access to the fully functioning version of the tool, the feeds of those in the placebo group did not change. This discrepancy suggests that the safety mechanism was not actually processing or altering content for these vulnerable users, despite their belief that it was active.
New York’s lawsuit is part of a broader legal effort involving more than two dozen states. These cases collectively accuse the social media platform of designing its architecture to encourage addictive usage patterns among children and of misleading users about the efficacy and availability of its safety features. The state argues that these practices exploit young users by offering the illusion of control without delivering actual protection.
Withholding Critical Safety Tools
Beyond the placebo experiment, the lawsuit details other instances where TikTok allegedly manipulated access to safety features. Reports from June indicated that one specific experiment involved withholding a safety feature from 15 million U.S. users. The severity of this allegation was underscored by the mention of a teenager within this group who later died by suicide, highlighting the potential real-world consequences of such experimental designs.
These claims contribute to the growing scrutiny of how major tech companies conduct A/B testing and user experiments. The argument presented by New York is that using minors in these tests, particularly when it involves withholding or simulating safety tools, crosses ethical and legal boundaries. By denying users the actual functionality they were led to believe they had, TikTok allegedly compromised their ability to manage their online experience safely.
Industry Response and Context
In response to the allegations, TikTok provided a statement to Reuters defending its testing practices. The company explained that it continuously makes improvements to its platform, which necessitates regular testing of new products and features. According to TikTok, this process is standard for validating user experiences and understanding how new tools work in real-world scenarios, similar to practices employed by most other technology companies.
TikTok did not immediately return further requests for comment regarding the specific details of the New York lawsuit or the Bloomberg report on the withheld safety feature. The case remains a significant point of contention in the ongoing debate over digital safety, child protection laws, and corporate responsibility in social media design. As more states join the legal challenge, the implications for how tech platforms conduct user research and implement safety features could be substantial.