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Age Verification, Estimation, Assurance, Oh My! A Guide to the Terminology

Thu, 10/30/2025 - 6:37pm

If you've been following the wave of age-gating laws sweeping across the country and the globe, you've probably noticed that lawmakers, tech companies, and advocates all seem to be using different terms for what sounds like the same thing. Age verification, age assurance, age estimation, age gating—they get thrown around interchangeably, but they technically mean different things. And those differences matter a lot when we're talking about your rights, your privacy, your data, and who gets to access information online.

So let's clear up the confusion. Here's your guide to the terminology that's shaping these laws, and why you should care about the distinctions.

Age Gating: “No Kids Allowed”

Age gating refers to age-based restrictions on access to online services. Age gating can be required by law or voluntarily imposed as a corporate decision. Age gating does not necessarily refer to any specific technology or manner of enforcement for estimating or verifying a user’s age. It simply refers to the fact that a restriction exists. Think of it as the concept of “you must be this old to enter” without getting into the details of how they’re checking. 

Age Assurance: The Umbrella Term

Think of age assurance as the catch-all category. It covers any method an online service uses to figure out how old you are with some level of confidence. That's intentionally vague, because age assurance includes everything from the most basic check-the-box systems to full-blown government ID scanning.

Age assurance is the big tent that contains all the other terms we're about to discuss below. When a company or lawmaker talks about "age assurance," they're not being specific about how they're determining your age—just that they're trying to. For decades, the internet operated on a “self-attestation” system where you checked a box saying you were 18, and that was it. These new age-verification laws are specifically designed to replace that system. When lawmakers say they want "robust age assurance," what they really mean is "we don't trust self-attestation anymore, so now you need to prove your age beyond just swearing to it."

Age Estimation: Letting the Algorithm Decide

Age estimation is where things start getting creepy. Instead of asking you directly, the system guesses your age based on data it collects about you.

This might include:

  • Analyzing your face through a video selfie or photo
  • Examining your voice
  • Looking at your online behavior—what you watch, what you like, what you post
  • Checking your existing profile data

Companies like Instagram have partnered with services like Yoti to offer facial age estimation. You submit a video selfie, an algorithm analyzes your face, and spits out an estimated age range. Sounds convenient, right?

Here's the problem, “estimation” is exactly that: it’s a guess. And it is inherently imprecise. Age estimation is notoriously unreliable, especially for teenagers—the exact group these laws claim to protect. An algorithm might tell a website you're somewhere between 15 and 19 years old. That's not helpful when the cutoff is 18, and what's at stake is a young person's constitutional rights.

And it gets worse. These systems consistently fail for certain groups:

When estimation fails (and it often does), users get kicked to the next level: actual verification. Which brings us to…

Age Verification: “Show Me Your Papers”

Age verification is the most invasive option. This is where you have to prove your age to a certain date, rather than, for example, prove that you have crossed some age threshold (like 18 or 21 or 65). EFF generally refers to most age gates and mandates on young people’s access to online information as “age verification,” as most of them typically require you to submit hard identifiers like:

  • Government-issued ID (driver's license, passport, state ID)
  • Credit card information
  • Utility bills or other documents
  • Biometric data

This is what a lot of new state laws are actually requiring, even when they use softer language like "age assurance." Age verification doesn't just confirm you're over 18, it reveals your full identity. Your name, address, date of birth, photo—everything.

Here's the critical thing to understand: age verification is really identity verification. You're not just proving you're old enough—you're proving exactly who you are. And that data has to be stored, transmitted, and protected by every website that collects it.

We already know how that story ends. Data breaches are inevitable. And when a database containing your government ID tied to your adult content browsing history gets hacked—and it will—the consequences can be devastating.

Why This Confusion Matters

Politicians and tech companies love using these terms interchangeably because it obscures what they're actually proposing. A law that requires "age assurance" sounds reasonable and moderate. But if that law defines age assurance as requiring government ID verification, it's not moderate at all—it's mass surveillance. Similarly, when Instagram says it's using "age estimation" to protect teens, that sounds privacy-friendly. But when their estimation fails and forces you to upload your driver's license instead, the privacy promise evaporates.

Language matters because it shapes how we think about these systems. "Assurance" sounds gentle. "Verification" sounds official. "Estimation" sounds technical and impersonal, and also admits its inherent imprecision. 

Here's the uncomfortable truth: most lawmakers writing these bills have no idea how any of this technology actually works. They don't know that age estimation systems routinely fail for people of color, trans individuals, and people with disabilities. They don't know that verification systems have error rates. They don't even seem to understand that the terms they're using mean different things. The fact that their terminology is all over the place—using "age assurance," "age verification," and "age estimation" interchangeably—makes this ignorance painfully clear, and leaves the onus on platforms to choose whichever option best insulates them from liability.

Language matters because it shapes how we think about these systems. "Assurance" sounds gentle. "Verification" sounds official. "Estimation" sounds technical and impersonal, and also admits its inherent imprecision. But they all involve collecting your data and create a metaphysical age gate to the internet. The terminology is deliberately confusing, but the stakes are clear: it's your privacy, your data, and your ability to access the internet without constant identity checks. Don't let fuzzy language disguise what these systems really do.

❤️ Let's Sue the Government! | EFFector 37.15

Wed, 10/29/2025 - 1:06pm

There are no tricks in EFF's EFFector newsletter, just treats to keep you up-to-date on the latest in the fight for digital privacy and free expression. 

In our latest issue, we're explaining a new lawsuit to stop the U.S. government's viewpoint-based surveillance of online speech; sharing even more tips to protect your privacy; and celebrating a victory for transparency around AI police reports.

Prefer to listen in? Check out our audio companion, where EFF Staff Attorney Lisa Femia explains why EFF is suing to stop the Trump administration's ideological social media surveillance program. Catch the conversation on YouTube or the Internet Archive.

LISTEN TO EFFECTOR

EFFECTOR 37.15 - ❤️ LET'S SUE THE GOVERNMENT!

Since 1990 EFF has published EFFector to help keep readers on the bleeding edge of their digital rights. We know that the intersection of technology, civil liberties, human rights, and the law can be complicated, so EFFector is a great way to stay on top of things. The newsletter is chock full of links to updates, announcements, blog posts, and other stories to help keep readers—and listeners—up to date on the movement to protect online privacy and free expression. 

Thank you to the supporters around the world who make our work possible! If you're not a member yet, join EFF today to help us fight for a brighter digital future.

Science Must Decentralize

Fri, 10/24/2025 - 4:55pm

Knowledge production doesn’t happen in a vacuum. Every great scientific breakthrough is built on prior work, and an ongoing exchange with peers in the field. That’s why we need to address the threat of major publishers and platforms having an improper influence on how scientific knowledge is accessed—or outright suppressed.

In the digital age, the collaborative and often community-governed effort of scholarly research has gone global and unlocked unprecedented potential to improve our understanding and quality of life. That is, if we let it. Publishers continue to monopolize access to life-saving research and increase the burden on researchers through article processing charges and a pyramid of volunteer labor. This exploitation makes a mockery of open inquiry and the denial of access as a serious human rights issue.

While alternatives like Diamond Open Access are promising, crashing through publishing gatekeepers isn’t enough. Large intermediary platforms are capturing other aspects of the research process—inserting themselves between researchers and between the researchers and these published works—through platformization

Funneling scholars into a few major platforms isn’t just annoying, it’s corrosive to privacy and intellectual freedom. Enshittification has come for research infrastructure, turning everyday tools into avenues for surveillance. Most professors are now worried their research is being scrutinized by academic bossware, forcing them to worry about arbitrary metrics which don’t always reflect research quality. While playing this numbers game, a growing threat of surveillance in scholarly publishing gives these measures a menacing tilt, chilling the publication and access of targeted research areas. These risks spike in the midst of governmental campaigns to muzzle scientific knowledge, buttressed by a scourge of platform censorship on corporate social media.

The only antidote to this ‘platformization’ is Open Science and decentralization. Infrastructure we rely on must be built in the open and on interoperable standards, and hostile to corporate (or governmental) takeovers. Universities and the science community are well situated to lead this fight. As we’ve seen in EFF’s TOR University Challenge, promoting access to knowledge and public interest infrastructure is aligned with the core values of higher education. 

Using social media as an example, universities have a strong interest in promoting the work being done at their campuses far and wide. This is where traditional platforms fall short: algorithms typically prioritizing paid content, downrank off-site links, and prioritize sensational claims to drive engagement. When users are free from enshittification and can themselves control the  platform’s algorithms, as they can on platforms like Bluesky, scientists get more engagement and find interactions are more useful

Institutions play a pivotal role in encouraging the adoption of these alternatives, ranging from leveraging existing IT support to assist with account use and verification, all the way to shouldering some of the hosting with Mastodon instances and/or Bluesky PDS for official accounts. This support is good for the research, good for the university, and makes our systems of science more resilient to attacks on science and the instability of digital monocultures.

This subtle influence of intermediaries can also appear in other tools relied on by researchers, while there are a number of open alternatives and interoperable tools developed for everything from citation managementdata hosting to online chat among collaborators. Individual scholars and research teams can implement these tools today, but real change depends on institutions investing in tech that puts community before shareholders.

When infrastructure is too centralized, gatekeepers gain new powers to capture, enshittify, and censor. The result is a system that becomes less useful, less stable, and with more costs put on access. Science thrives on sharing and access equity, and its future depends on a global and democratic revolt against predatory centralized platforms.

EFF is proud to celebrate Open Access Week.

Joint Statement on the UN Cybercrime Convention: EFF and Global Partners Urge Governments Not to Sign

Fri, 10/24/2025 - 4:14pm

Today, EFF joined a coalition of civil society organizations in urging UN Member States not to sign the UN Convention Against Cybercrime. For those that move forward despite these warnings, we urge them to take immediate and concrete steps to limit the human rights harms this Convention will unleash. These harms are likely to be severe and will be extremely difficult to prevent in practice.

The Convention obligates states to establish broad electronic surveillance powers to investigate and cooperate on a wide range of crimes—including those unrelated to information and communication systems—without adequate human rights safeguards. It requires governments to collect, obtain, preserve, and share electronic evidence with foreign authorities for any “serious crime”—defined as an offense punishable under domestic law by at least four years’ imprisonment (or a higher penalty).

In many countries, merely speaking freely; expressing a nonconforming sexual orientation or gender identity; or protesting peacefully can constitute a serious criminal offense per the definition of the convention. People have faced lengthy prison terms, or even more severe acts like torture, for criticizing their governments on social media, raising a rainbow flag, or criticizing a monarch. 

In today’s digital era, nearly every message or call generates granular metadata—revealing who communicates with whom, when, and from where—that routinely traverses national borders through global networks. The UN cybercrime convention, as currently written, risks enabling states to leverage its expansive cross-border data-access and cooperation mechanisms to obtain such information for political surveillance—abusing the Convention’s mechanisms to monitor critics, pressure their families, and target marginalized communities abroad.

As abusive governments increasingly rely on questionable tactics to extend their reach beyond their borders—targeting dissidents, activists, and journalists worldwide—the UN Cybercrime Convention risks becoming a vehicle for globalizing repression, enabling an unprecedented multilateral infrastructure for digital surveillance that allows states to access and exchange data across borders in ways that make political monitoring and targeting difficult to detect or challenge.

EFF has long sounded the alarm over the UN Cybercrime Treaty’s sweeping powers of cross-border cooperation and its alarming lack of human-rights safeguards. As the Convention opens for signature on October 25–26, 2025 in Hanoi, Vietnam—a country repeatedly condemned by international rights groups for jailing critics and suppressing online speech—the stakes for global digital freedom have never been higher.

The Convention’s many flaws cannot easily be mitigated because it fundamentally lacks a mechanism for suspending states that systematically fail to respect human rights or the rule of law. States must refuse to sign or ratify the Convention. 

Read our full letter here.

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