A New Mexico judge just told Meta to build something federal privacy law makes almost impossible to verify directly: a working model for predicting which of its users are secretly under 13, with a two-year deadline and a $942 million bill attached.
Table of Contents
- The Ruling
- Where the Money Goes
- Stacking on Top of the March Verdict
- What Prosecutors Actually Wanted
- The $60 Billion Context
- Meta’s Response
- The Bigger Legal Wave Behind This Case
- Forensic Analysis and Intelligence
- Law and Legal Implications
- Does the Under-13 Model Actually Work
The Ruling
A New Mexico court ordered Meta, the parent company of Instagram and Facebook, to pay $567 million to address harms to young people from its platforms, in the second phase of a landmark trial. Judge Bryan Biedscheid issued the ruling late Thursday, August 6, 2026.
Where the Money Goes
Biedscheid ordered that the bulk of the funds, $420 million, be used for treatment services for young people, with the remainder allocated to awareness and prevention, screening services, and other related costs over the next five years.
Stacking on Top of the March Verdict
The new penalty adds to $375 million in civil penalties jurors ordered against Meta in March 2026, after determining the company knowingly harmed children’s mental health and concealed what it knew about child sexual exploitation occurring on its platforms. Combined, the two rulings bring Meta’s total New Mexico liability to $942 million.
What Prosecutors Actually Wanted
In the trial’s second phase, prosecutors asked the judge to impose fundamental changes at Meta aimed at reining in addictive platform features, improving age verification, and preventing child sexual exploitation through default privacy settings and closer company oversight, going beyond a financial penalty to seek structural changes to how the platforms operate.
The $60 Billion Context
The total $942 million Meta is now responsible for in New Mexico represents a small fraction of the company’s annual profit, which was approximately $60 billion in 2025. Investors largely shrugged off the ruling in after-hours trading Thursday, with Meta’s stock falling less than half a percent to $589.44.
Meta’s Response
New Mexico Attorney General Raúl Torrez said the ruling sends an unmistakable message that companies will be held accountable when their product designs knowingly put children at risk, calling the decision a victory for every parent who has worried about what social media is doing to their child. Meta vowed to appeal, stating in response that it works hard to keep people safe on its platforms and has been transparent about the challenges of identifying and removing bad actors and harmful content, and that it remains confident in its record of protecting teens online.
The Bigger Legal Wave Behind This Case
New Mexico’s case is one front in a much larger legal campaign against Meta. The company faces trial later this month in federal court in Oakland, California, against the first four of 29 states that sued it in a federal multidistrict lawsuit filed in 2023 over claims it knowingly designed addictive features on Instagram and Facebook contributing to a youth mental health crisis. Eight additional states, including Tennessee, where a trial is currently underway, filed separate lawsuits in their own state courts. Late last month, Meta, along with TikTok, Snap, and Google’s YouTube, were separately sued by the families of four teenagers who died by suicide, in a complaint describing years of escalating harms from platform use that the families say ultimately contributed to their deaths.
Forensic Analysis and Intelligence
The court’s remedial order reveals the core technical and legal constraint shaping platform accountability cases like this one: the Children’s Online Privacy Protection Act, or COPPA, prevents Meta from directly collecting personal data or passively tracking children under 13, even for the specific purpose of age verification, meaning the company cannot simply ask for and confirm a birthdate through traditional identity verification the way an adult-facing service might. That legal constraint is precisely why the court ordered Meta to instead develop an under-13-years-of-age prediction model using artificial intelligence, inferring likely age from behavioral signals such as a user’s friend network and the type of content they post and consume, rather than direct data collection, and to build this model within two years.
The court’s additional finding that ordering age verification for Meta alone, and not other platforms, would be inequitable and unduly injurious reflects an evidentiary and competitive-fairness concern distinct from the underlying harm question: it acknowledges that any single-company remedy imposed in isolation could put that company at a structural disadvantage without addressing the industry-wide nature of the design patterns at issue, a concern echoed in Professor Edelson’s broader observation that individual state rulings function as sequential dominoes rather than a single comprehensive fix.
Law and Legal Implications
The March 2026 jury finding that Meta knowingly harmed children’s mental health and concealed what it knew about child sexual exploitation on its platforms establishes a factual predicate of knowledge and concealment that elevates this case beyond ordinary product liability, since concealment findings can support both the compensatory remedies awarded and potentially inform other pending litigation, including the federal multidistrict case set for trial in Oakland. The court’s specific remedial architecture, banner and informational screens explaining protective tools, a school-partnered reporting portal for suspected under-13 users, mandatory deletion of collected data on confirmed under-13 users, and twice-yearly compliance reporting to the state, creates an enforceable, auditable framework rather than a one-time payment, meaning New Mexico retains ongoing oversight authority over Meta’s platform design choices within the state for the duration of the order.
Does the Under-13 Model Actually Work
It remains unclear whether Meta’s court-ordered under-13 prediction model, based on behavioral signals rather than direct verification, will achieve meaningful accuracy within the two-year development window the court set, given the inherent limitations of inferring age from social and content signals rather than confirmed data. Whether Meta’s planned appeal will succeed in reducing or overturning either the $567 million remedial order or the underlying March verdict has not been resolved. How the New Mexico case’s findings on knowing concealment might influence the outcome of the pending federal multidistrict trial and the ongoing Tennessee state trial remains to be seen. Forensic Times continues to monitor Meta’s compliance reporting in New Mexico and the outcome of its upcoming federal trial in Oakland.
ForensicTimes · forensictimes.com · Global Investigative Journalism on Crime, Justice, and Forensic Science · This report reflects verified open-source and wire reporting current as of publication. © 2026 ForensicTimes. All Rights Reserved.
