The internet children use today is fundamentally different from the one lawmakers originally set out to regulate. That observation, at the heart of a recent AI Journal piece on protecting children online, raises an uncomfortable question for policymakers. If the rules were designed for an older web, can tools like ID checks and face scans keep up? And what do they cost in privacy? The age verification privacy risks children face deserve as much attention as the harms the rules aim to prevent.

Why Age Verification No Longer Fits Today's Internet

Most age verification proposals follow a simple model: a website hosts content, a gatekeeper checks whether a visitor is old enough, and access is granted or denied. That model made sense when the main concern was a child stumbling onto a particular page.

Today's online experience is different. Children interact with chatbots, recommendation feeds, generated images and voice, and personalized content that changes by the second. AI-driven harms are not limited to a single page behind a single gate. They can be woven into the products kids use every day, and they can be produced on demand. A one-time check at the door does little to address what happens once a child is inside.

That is the core tension. Age checks treat the problem as one of access, while many modern risks are about design, behavior and content generated in real time. Solutions that focus only on proving who someone is can miss the point, while still asking for sensitive information.

Age Verification Privacy Risks for Children: The Data Breach Problem

To confirm a user's age, services may ask for a government ID, a selfie, or a facial scan. Each of those is highly sensitive data. Unlike a password, a face or a date of birth on an ID cannot be changed after it leaks.

The risk is straightforward: any organization that collects and stores this information becomes a target. Even if a company intends to delete data promptly, the collection step itself creates exposure, and retention practices vary and are often hard for users to verify. When the data belongs to minors, the stakes rise, because children may live with the consequences of a leak for many years.

AI makes stored sensitive data even more valuable to attackers. Our coverage of how North Korean hackers are using AI for smarter cyberattacks shows how artificial intelligence can make attacks faster, more convincing and harder to detect. A database of IDs and biometrics is exactly the kind of prize that capable attackers look for, and better tools on their side mean defenders cannot assume that stored data is safe.

There is also a second-order effect. Mass collection can push people toward unfamiliar or less trustworthy verification services, simply to get access to something they want. Every additional company that holds a copy of a child's identity data is another place it can be exposed.

Where VPNs and Privacy Tools Fit Into the Debate

VPNs often come up whenever age checks are discussed, because they change how a user's location appears to websites. That has made them part of the policy conversation, with some arguing they let people sidestep location-based rules.

It helps to be clear about what a VPN does and does not do. A VPN encrypts traffic between a device and the VPN server and masks the device's IP address from the sites it visits. It does not verify age, it does not filter harmful content, and it does not protect a child from an AI chatbot that says something inappropriate. It is a privacy tool, not a child safety tool.

That distinction matters for the broader debate. Privacy tools are not the enemy of child safety, and treating them as loopholes can distract from the harder question of how to reduce harm without building large pools of identity data. Approaches that rely less on mass data collection, such as safer product design, device-level parental controls and clearer accountability for the companies building AI features, deserve serious consideration alongside ID-based checks.

What This Means For You: Practical Steps to Protect Your Children's Data

You may not control the laws, but you can control how much information your family hands over. Consider these steps:

  • Review what apps and services collect. Check privacy settings and policies for the apps your children use, and look at what any age-check service asks for before agreeing.
  • Share the minimum. If an option exists that does not require an ID or face scan, ask whether it is sufficient. Avoid uploading documents unless it is truly necessary.
  • Ask about retention. Look for clear statements on how long verification data is kept and whether it is deleted after the check.
  • Use strong account basics. Unique passwords, a password manager and two-factor authentication reduce the damage if one service is compromised.
  • Talk with your kids. Explain why they should not share photos, IDs or personal details with chatbots, apps or strangers, and encourage them to ask you first.
  • Use device-level controls. Built-in parental settings on phones and tablets can limit content without sending identity documents to third parties.
  • Consider a VPN for general privacy. It can help protect traffic on public networks, but treat it as one layer, not a safeguard against harmful content.

The Bottom Line

Lawmakers are right to worry about what children encounter online, and the AI Journal's point stands: rules written for an older internet may not fit the one kids use now. But the age verification privacy risks children face are real, because the data collected to protect them can become a liability if it is stored, shared or stolen.

Take a few minutes this week to review which apps and age-check services hold your child's information, delete what you can, and tighten the basics. As the North Korean AI cyberattack story shows, stored sensitive data is an attractive target, and the best protection is often to share less in the first place.