3 Sources
[1]
Meta's $18 billion settlement bets on AI to tell which users are kids, raising new privacy questions for kids and adults alike | Fortune
Determining which accounts belong to children is also the linchpin of child safety measures that other companies, including Google, TikTok, and Roblox, are ramping up as public and regulatory sentiment turns against them in the U.S. and other countries. The Meta settlement -- with protections the company says could become industry standards -- will give the social media giant a year to refine its approach. But the options are limited, and improving age verification technology presents steep challenges, including navigating privacy implications not just for children but for adults who could have to prove they are over 18. The $18 billion settlement resolves claims from state attorneys general that it hurt children's mental health by deliberately designing its Instagram and Facebook platforms in ways that hooked young people's attention. The agreement announced last week with the Menlo Park, California, company involves 48 states plus the District of Columbia and U.S. territories. Tech companies lean on AI for estimating ages In the offline world, people use government-issued IDs to prove they are over 18 or 21, whether they want to get into a club or buy cigarettes. While this technically works online too, many people are not comfortable giving a Big Tech company like Meta or Google access to their driver's license or passport. Meta accepts IDs to check ages, and promises to delete them within 30 days. Beyond IDs, though, a growing number of tech companies are using artificial intelligence to try to determine users' ages. This is not true age verification. While AI can estimate a person's age, often accurately, it can't verify a person's birth date. Last year, Google began using an age-assurance system for YouTube that relies on AI to differentiate between adults and minors based on their watch histories. Meta does the same. AI age checks use clues to determine how old someone is. On Instagram, this includes "contextual clues" such as posts about birthday celebrations or school, and things like which posts people like, comment or linger on, who their friends are, as well as the times of day they log in. For instance, someone who is offline during school hours would likely be school-aged. In a blog post last year, Meta said its AI also looks at photos people post for visual cues, including "height or bone structure, to estimate someone's general age; it does not identify the specific person in the image." "By combining these visual insights with our analysis of text and interactions, we can significantly increase the number of underage accounts we identify and remove," the company added. Under the settlement, Meta agreed to strengthen its age-checking technology using its own tools, as well as third-party ones, with regular outside audits on how well it is working. The agreement also includes specific goals around false positive rates -- that is, minors who are identified as over 18. And if a user is identified as under 13 and kicked off one of its platforms, Meta will check the ages of their friends, too. Face scans count as age assurance on some sites Identity verification companies like Yoti and Persona, which work with tech companies like Meta and Roblox, use video selfies people upload to estimate their ages. The gaming site Roblox, which, unlike social media platforms, allows kids under 13 to sign up, requires players to take a video selfie to estimate their age. Roblox says the videos are deleted after the age check is processed. Users are not required to submit a face scan to use the platform, only if they want to chat with other users. Some users have reported inaccuracies, and some experts have expressed caution about the reliability of facial age estimation tools, especially for women or certain racial or ethnic groups. But Matt Kaufman, chief safety officer at Roblox, said last year that for people between about 5 and 25, the system can accurately estimate their age within one or two years. Some websites and social media companies such as Meta have argued that age verification should be done by app store owners, such as Apple and Google, and not individual platforms. This would mean that app stores would have to verify their users' ages before they allow them to download apps. Unsurprisingly, Apple and Google disagree. "Billed as 'simple' by its backers, including Meta, this proposal fails to cover desktop computers or other devices that are commonly shared within families. It also could be ineffective against pre-installed apps," Google said in a blog post last year. Privacy concerns remain an obstacle Age checks are meant to keep kids out of online spaces that are not safe or appropriate for them, whether that's social media or adult websites. But critics of online age verification see a worrisome trend toward a less secure, less private and less free internet, where people can be denied access not just to pornography but news, health information and the ability to speak openly and anonymously. What's considered harmful to minors can be subjective, and this is where experts believe laws requiring age verification can run afoul of the First Amendment. The question could lead to people being required to verify their ages to access anything, from Netflix to a neighborhood blog. The digital rights group Electronic Frontier Foundation has been warning for years about "age-gating the internet." "(No) matter the method, every system demands users hand over sensitive and immutable personal information that links their offline identity to their online activity," EFF writes in a blog post. "Once that valuable data is collected, it can easily be leaked, hacked, or misused."
[2]
Social media companies are using AI and face scans to spot more kids on their platforms
Improving age verification technology presents steep challenges, including navigating privacy implications not just for children but for adults. Of the child safety measures agreed to in Meta's landmark legal settlement, no category contains more detailed requirements than its commitments on age assurance -- and for good reason. No matter how well the protections work, they are of little use if Meta can't tell which users are kids. Determining which accounts belong to children is also the linchpin of child safety measures that other companies, including Google, TikTok, and Roblox, are ramping up as public and regulatory sentiment turns against them in the U.S. and other countries. The Meta settlement -- with protections the company says could become industry standards -- will give the social media giant a year to refine its approach. But the options are limited, and improving age verification technology presents steep challenges, including navigating privacy implications not just for children but for adults who could have to prove they are over 18. The $18 billion settlement resolves claims from state attorneys general that it hurt children's mental health by deliberately designing its Instagram and Facebook platforms in ways that hooked young people's attention. The agreement announced last week with the Menlo Park, California, company involves 48 states plus the District of Columbia and U.S. territories. Tech companies lean on AI for estimating ages In the offline world, people use government-issued IDs to prove they are over 18 or 21, whether they want to get into a club or buy cigarettes. While this technically works online too, many people are not comfortable giving a Big Tech company like Meta or Google access to their driver's license or passport. Meta accepts IDs to check ages, and promises to delete them within 30 days. Beyond IDs, though, a growing number of tech companies are using artificial intelligence to try to determine users' ages. This is not true age verification. While AI can estimate a person's age, often accurately, it can't verify a person's birth date. Last year, Google began using an age-assurance system for YouTube that relies on AI to differentiate between adults and minors based on their watch histories. Meta does the same.
[3]
Social media companies are trying harder to know which users are kids
Determining which accounts belong to children is the linchpin of child safety measures that other companies, including Google, TikTok, and Roblox, are ramping up as public and regulatory sentiment turns against them in the US and other countries. Of the child safety measures agreed to in Meta's landmark legal settlement, no category contains more detailed requirements than its commitments on age assurance - and for good reason. No matter how well the protections work, they are of little use if Meta can't tell which users are kids. Determining which accounts belong to children is also the linchpin of child safety measures that other companies, including Google, TikTok, and Roblox, are ramping up as public and regulatory sentiment turns against them in the U.S. and other countries. The Meta settlement - with protections the company says could become industry standards - will give the social media giant a year to refine its approach. But the options are limited, and improving age verification technology presents steep challenges, including navigating privacy implications not just for children but for adults who could have to prove they are over 18. The $18 billion settlement resolves claims from state attorneys general that it hurt children's mental health by deliberately designing its Instagram and Facebook platforms in ways that hooked young people's attention. The agreement announced last week with the Menlo Park, California, company involves 48 states plus the District of Columbia and U.S. territories. Tech companies lean on AI for estimating ages In the offline world, people use government-issued IDs to prove they are over 18 or 21, whether they want to get into a club or buy cigarettes. While this technically works online too, many people are not comfortable giving a Big Tech company like Meta or Google access to their driver's license or passport. Meta accepts IDs to check ages, and promises to delete them within 30 days. Beyond IDs, though, a growing number of tech companies are using artificial intelligence to try to determine users' ages. This is not true age verification. While AI can estimate a person's age, often accurately, it can't verify a person's birth date. Last year, Google began using an age-assurance system for YouTube that relies on AI to differentiate between adults and minors based on their watch histories. Meta does the same. AI age checks use clues to determine how old someone is. On Instagram, this includes "contextual clues" such as posts about birthday celebrations or school, and things like which posts people like, comment or linger on, who their friends are, as well as the times of day they log in. For instance, someone who is offline during school hours would likely be school-aged. In a blog post last year, Meta said its AI also looks at photos people post for visual cues, including "height or bone structure, to estimate someone's general age; it does not identify the specific person in the image." "By combining these visual insights with our analysis of text and interactions, we can significantly increase the number of underage accounts we identify and remove," the company added. Under the settlement, Meta agreed to strengthen its age-checking technology using its own tools, as well as third-party ones, with regular outside audits on how well it is working. The agreement also includes specific goals around false positive rates - that is, minors who are identified as over 18. And if a user is identified as under 13 and kicked off one of its platforms, Meta will check the ages of their friends, too. Face scans count as age assurance on some sites Identity verification companies like Yoti and Persona, which work with tech companies like Meta and Roblox, use video selfies people upload to estimate their ages. The gaming site Roblox, which, unlike social media platforms, allows kids under 13 to sign up, requires players to take a video selfie to estimate their age. Roblox says the videos are deleted after the age check is processed. Users are not required to submit a face scan to use the platform, only if they want to chat with other users. Some users have reported inaccuracies, and some experts have expressed caution about the reliability of facial age estimation tools, especially for women or certain racial or ethnic groups. But Matt Kaufman, chief safety officer at Roblox, said last year that for people between about 5 and 25, the system can accurately estimate their age within one or two years. Some websites and social media companies such as Meta have argued that age verification should be done by app store owners, such as Apple and Google, and not individual platforms. This would mean that app stores would have to verify their users' ages before they allow them to download apps. Unsurprisingly, Apple and Google disagree. "Billed as 'simple' by its backers, including Meta, this proposal fails to cover desktop computers or other devices that are commonly shared within families. It also could be ineffective against pre-installed apps," Google said in a blog post last year. Privacy concerns remain an obstacle Age checks are meant to keep kids out of online spaces that are not safe or appropriate for them, whether that's social media or adult websites. But critics of online age verification see a worrisome trend toward a less secure, less private and less free internet, where people can be denied access not just to pornography but news, health information and the ability to speak openly and anonymously. What's considered harmful to minors can be subjective, and this is where experts believe laws requiring age verification can run afoul of the First Amendment. The question could lead to people being required to verify their ages to access anything, from Netflix to a neighborhood blog. The digital rights group Electronic Frontier Foundation has been warning for years about "age-gating the internet." "(No) matter the method, every system demands users hand over sensitive and immutable personal information that links their offline identity to their online activity," EFF writes in a blog post. "Once that valuable data is collected, it can easily be leaked, hacked, or misused."
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Meta's landmark $18 billion settlement with 48 states requires the company to strengthen AI age verification on Instagram and Facebook within a year. The agreement addresses claims that Meta harmed children's mental health through addictive design, forcing the social media giant to deploy AI-driven age-assurance systems that analyze user behavior, photos, and contextual clues to identify underage accounts.

Meta's $18 billion settlement with 48 states, the District of Columbia, and U.S. territories has placed AI age verification at the center of child safety measures on social media
1
. The agreement resolves claims from state attorneys general that Meta deliberately designed Instagram and Facebook to hook young people's attention, harming children's mental health3
. Under the settlement terms, Meta has one year to refine its AI-powered age verification approach, with protections the company says could become industry standards2
.The Menlo Park, California-based company must strengthen its age-checking technology using both its own tools and third-party ones, with regular outside audits monitoring effectiveness
1
. The agreement includes specific goals around false positive rates—instances where minors are incorrectly identified as over 18. If a user is identified as under 13 and removed from Meta's platforms, the company will check the ages of their friends too3
.AI-driven age-assurance systems have become the linchpin of child safety measures across social media companies including Google, TikTok, and Roblox as public and regulatory sentiment intensifies
1
. While government-issued IDs work for offline age verification, many users resist giving Big Tech companies access to their driver's license or passport. Meta accepts IDs and promises to delete them within 30 days, but AI and face scans to spot kids have emerged as the primary alternative2
.Google began using an age-assurance system for YouTube last year that relies on AI to differentiate between adults and minors based on their watch histories
3
. Meta employs similar technology, though this approach provides age estimation rather than true age verification—AI can estimate a person's age but cannot verify a specific birth date1
.On Instagram, AI analyzes contextual clues such as posts about birthday celebrations or school, examining which posts people like, comment on, or linger over, who their friends are, and the times of day they log in
3
. Someone offline during school hours would likely be school-aged. Meta's AI also examines photos for visual cues including height or bone structure to estimate someone's general age without identifying the specific person in the image1
.Identity verification companies like Yoti and Persona, which partner with Meta and Roblox, use video selfies people upload to estimate their ages
3
. Gaming platform Roblox, which allows kids under 13 to sign up unlike most social media platforms, requires players to take a video selfie to estimate their age. Roblox deletes the videos after the age check is processed, and users need face scans only to access chat features1
.Matt Kaufman, chief safety officer at Roblox, stated last year that for people between about 5 and 25, the system can accurately estimate their age within one or two years
3
. However, some users have reported inaccuracies, and experts have expressed caution about the reliability of facial age estimation tools, particularly for women or certain racial or ethnic groups1
.Related Stories
While age checks aim to keep kids out of online spaces inappropriate for them, critics see a worrisome trend toward a less secure, less private, and less free internet
1
. Privacy questions for kids are compounded by implications for adults who may need to prove they are over 18, potentially facing denial of access not just to age-restricted content but to news, health information, and the ability to speak openly1
.Meta and other social media companies have argued that age verification should be handled by app store owners like Apple and Google rather than individual platforms
3
. This would require app stores to verify users' ages before allowing app downloads. Apple and Google have rejected this approach, with Google noting in a blog post last year that the proposal fails to cover desktop computers or devices commonly shared within families and could prove ineffective against pre-installed apps1
.As regulatory compliance pressures mount and Meta's settlement sets potential industry standards, the tension between child safety and privacy concerns will shape how AI age verification evolves across social media. The next year will test whether AI-powered age verification can balance protecting children's mental health while preserving user privacy and platform accessibility.
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