Get the latest insights, product updates, and news from Permission — shaping the future of user-owned data and AI innovation.
At six years old, she started watching YouTube and graduated to Instagram at nine. She spent more than 16 hours on Instagram in a single day.
When Instagram chief Adam Mosseri was asked about this usage on the witness stand, he called it "problematic use."
A jury in Los Angeles decided differently. In March, Meta and YouTube were found negligent, and the girl, a 20-year-old woman at the time of settlement, was awarded $6 million in damages. TikTok and Snap settled before the trial began. Meta and Google representatives disagree with the verdict.
Look at what was on trial. Not a video. Not a post. Not a bad actor. It was target-designed algorithms. That's the argument here. Your child isn't failing a willpower test. They're up against one of the most sophisticated persuasion machines ever built, and it is working exactly as intended.
How the hook works
What will keep this person here? This is the directive every recommendation algorithm runs on. It learns from every pause, replay, and skip. It never gets tired, and it never cares about your kid’s bedtime.
At YouTube, that machine drives more than 70 percent of everything people watch, according to Neal Mohan, the company’s product chief in 2018. Mohan said YouTube’s algorithm for mobile sessions hooked people in for an hour on average. A YouTube memo shown at the trial stated that to win teens, you bring them in as tweens.
In the same trial, state attorneys pointed out that TikTok internal research found that a user forms a habit after watching 260 videos. With clips as short as eight seconds playing automatically, that's roughly 35 minutes. The same findings say TikTok's researchers tied compulsive use to anxiety and weaker memory and analytical skills.
At Instagram, a 2019 study found teens felt "hooked despite how it makes them feel." One employee wrote that people were binging so hard they could no longer feel the reward. Others, in messages revealed in court, called themselves "basically pushers." And a 2017 executive email said Mark Zuckerberg had made teens the company's top priority.
In gaming, Roblox averaged 132 million daily players in early 2026. Among those, about three in four are under 18. The company reports hours engaged to investors every quarter, right next to its user counts.
And, in 2025, a Pew Research Center study found that “roughly one in five U.S. teens say they're on TikTok and YouTube almost constantly.”
Follow the incentive
Why build it this way? Because these apps are free, so kids aren't the customer. Their attention is. More screen time means more ads, more captured data, and more reasons for kids to open the app tomorrow. A product that makes a kid feel good and then logs off is a product that loses. And here’s what happens when safety collides with that math.
“Roblox left the front door unlocked, and discord handed predators a private room,” said Arkansas Attorney General Tim Griffin when he filed suit against the gaming company alleging that Roblox rejected employee proposals to warn kids and parents about grooming. “Children paid the price. That stops now.”
Tools meant to curb use can’t be taken seriously, either. This summer, a federal judge in Kentucky wrote that Meta’s own documentation said that its own time-limiting tools were a “public relations stunt.” They knew that more time on social media was linked to worse outcomes for teens.
Internal TikTok documents, per the Kentucky complaint, show the company cared more about how its time-management tools looked than whether they worked.
Then came August. Meta agreed to pay about $17 billion to settle claims brought by 51 attorneys general who accused the company of designing Instagram to hook kids. They pointed to infinite scroll, algorithmic recommendations, and constant notifications. The attorneys called it the largest state settlement with a single defendant in history. Meta said they’d done nothing wrong, arguing teen mental health is too complex to pin on one app.
Again, the goal, or incentive, is for Roblox, TikTok, and Instagram to continue to evolve algorithms to “hook” kids and then deny their own documentation.
What parents are really up against
For parents, it’s a stopwatch tool vs. a data war. A screen-time total tells you how long. It doesn't tell you what the algorithm fed your kid, which loops they're stuck in, or what's pulling at them at 1 a.m. According to the Pew Research Center, about four in ten parents say they could be doing better at managing screen time.
Parents themselves can’t out-engineer the algorithm. They need to see it: what their kids are watching, playing, and asking AI. They also need better ways to steer than a flat "no." That’s where Permission, Family Friendly AI™ comes in.
Permission gives parents AI-powered insight into how their kids use AI and the internet, then helps guide healthier habits and reward positive ones.
These companies had years to build the brakes. Parents shouldn't have to wait for the next verdict to help protect their kids.
