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AII-1000-39837
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TikTok Withheld Algorithmic Safety Feature From Millions of Users

TikTok withheld a safer version of its recommendation algorithm from approximately 15 million US users as a control group in an experiment to test whether the safety feature would reduce engagement. A 16-year-old included in the control group was exposed to thousands of videos about harmful topics before his death by suicide in 2022. TikTok's internal review found the safety protections did not take effect for this user by design.

4 August 2026 Β· TikTok Β· Safety and wellbeing
4 August 2026
AII-1000-398376 sources ↓
Quick facts
Category
Safety and wellbeing
Country
United States
Source
Bloomberg Business
Date
4 August 2026
Drafted by
Raidu Incident Detection

What happened

In 2021, TikTok developed a safer version of its algorithm designed to stop users from being overwhelmed with harmful content by disrupting repetitive recommendations on topics such as extreme dieting, sadness, and breakups. Instead of rolling out the change to all users, TikTok conducted an experiment: approximately 10% of US users, roughly 15 million people, kept the old version of the app as a control group to measure whether the safety feature would reduce engagement metrics.

Chase Nasca, a 16-year-old from Long Island, was among the 10% kept on the older algorithm. TikTok's algorithm pushed him thousands of videos about suicide, sadness, hopelessness and loneliness. He died by suicide in February 2022. TikTok did not review his account history until more than a year later, after Bloomberg contacted the company in March 2023.

Reported impact

According to TikTok's internal review of Nasca's account, he had become trapped in a filter bubble filled with videos about suicide, self-harm, depression, loneliness, and hopelessness. Because he was part of the control group, TikTok's strategies for disrupting those repetitive recommendations 'did not take effect on this user by design.'

Index analysis

TikTok described the experiment as a 'delicate balance' between user safety and its ability to measure the effect of the safety changes on engagement metrics. The company told Bloomberg that the experiment was intended to confirm whether its safety changes were working. TikTok stated it has since refined its testing practices, although it did not explain what those changes were.

Classification

Category
Safety and wellbeing
Industry
Media, social platforms and marketing
Country
United States
Harm status
Actual harm
Intent
Intentional
Timing
Post-deployment
Harm types
Physical death, Psychological, Public interest, Human or fundamental rights
Harmed
Children, General public
Failure modes
Unsafe recommendation, Overreliance
AI systems
TikTok recommendation algorithm

Sources and evidence

This record was researched and written by the Index, based on the following original reporting.

Bloomberg Business
TikTok Withheld a Safety Feature From Millions. One Died by Suicide
4 August 2026
news.bloomberglaw.com
Internal Report Shows TikTok Kept Safety Feature From Millions
4 August 2026
Mashable
TikTok reportedly tested a safety feature by withholding it from millions
5 August 2026
The Next Web
TikTok withheld a safety fix from millions, document shows
5 August 2026
Chosun.com
TikTok Withheld Safety Filters for 15M, Linked to Teen Suicide
5 August 2026
Firstpost
TikTok kept 15 million users on older algorithm despite safer alternative: Report
5 August 2026