Meta's trial for social media addiction began in Oakland on Tuesday while OpenAI simultaneously launched ChatGPT for Teens with safeguards on harmful content.
However, the legal scrutiny targeting screen-based platforms arrives as the tech industry pivots to background AI agents and as teen sentiment shifts sharply against AI itself—nearly half of young US adults now view AI as more harmful than beneficial, up from 27% a year earlier.
The regulatory pressure on older social platforms may come too late as both companies and young people have already moved on to different technologies.
What happened
Meta's addiction trial began in Oakland on Tuesday as critics pursue legal action over how social platforms keep teen users engaged. On the same day, OpenAI launched ChatGPT for Teens with guardrails on self-harm and eating disorder content, plus a Study Mode feature that encourages understanding rather than providing direct answers.
Why it matters
The legal pressure targets screen-based social media at the moment the industry is shifting toward background AI—agents that summarize email or perform household tasks without requiring constant attention. Regulators and courts are pursuing accountability for an older generation of products even as tech and teen behavior have already moved beyond them.
What to watch
Teen sentiment toward AI is hardening; nearly half of US adults aged 18 to 29 now believe AI does more harm than good, up from 27% in 2024, according to a recent Gallup poll. Luddite clubs are emerging on college campuses, and even non-tech products—like an animated movie released in China this week that explicitly avoided AI in favor of amateur 3D modeling—are gaining traction by rejecting AI entirely.
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The Meta trial unfolding in Oakland this week represents the culmination of years of criticism over how social platforms engineer engagement and keep teenagers scrolling. The case distills a central accusation: that companies deliberately use design strategies to sustain teen attention on feeds, treating engagement as the primary metric and addiction as an acceptable byproduct. Yet the timing reveals a fundamental mismatch between legal accountability and technological reality. The industry has already begun retreating from screen-based interaction, redirecting investment toward AI agents that operate invisibly—summarizing messages, organizing tasks, potentially automating household work—where the addiction mechanics of a endlessly-scrolling feed no longer apply.
Parallel to this structural shift is a sharp reversal in how young people themselves perceive AI. The same Gallup data showing nearly half of young adults now view AI as harmful (up from 27% just a year prior) suggests that the cultural moment for AI enthusiasm among teens has already peaked. Luddite clubs on college campuses and the commercial success of a non-AI animated film in China—produced by an amateur mother-son duo rather than algorithmic generation—point to a genuine backlash. This means that even as tech companies face court pressure over the social harms of past platforms, they are simultaneously encountering skepticism about the technological direction they are pivoting toward. The Big Tobacco litigation may vindicate critics on the specifics of screen-based social media, but by then the industry's centers of gravity will have shifted elsewhere—and teen behavior will have shifted along with it.
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