Meta Reportedly Eyeing Facial Recognition for Smart Glasses

Meta’s plans to add facial recognition to its smart glasses could redefine wearable AI – and reignite global privacy battles

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Immersive Workplace & XR TechNews

Published: February 16, 2026

Christopher Carey

Meta is reportedly testing a facial-recognition feature for its smart glasses in a move that could redefine wearable AI – and reignite a familiar privacy storm.

According to The New York Times, the company has internally discussed a feature dubbed “Name Tag” that would identify nearby people and feed contextual information to users through an AI assistant embedded in eyewear.

In an internal memo viewed by the NYT, Meta’s Reality Labs said last May that the current political instability in the US presents a good opportunity for it to push ahead with its plans.

“We will launch during a dynamic political environment where many civil society groups that we would expect to attack us would have their resources focused on other concerns,” the document said.

The glasses themselves are built in partnership with EssilorLuxottica, owner of Ray-Ban and Oakley.

They have been an unexpected commercial success, selling in the millions and giving Meta one of its strongest consumer-hardware footholds outside virtual-reality headsets.

A Return To Familiar Controversies?

While smart glasses already take photos, stream video and answer spoken queries, adding recognition would allow them to recall a colleague’s name at a conference, retrieve a customer’s profile before a meeting, or remind a wearer where they met someone before.

In practice, it pushes wearable computing into territory that regulators, civil-liberties groups and ordinary citizens have long regarded as sensitive.

The reported plan is especially notable because Meta dismantled facial recognition tagging on Facebook in 2021 after years of legal battles and public criticism.

In 2021, the company agreed to pay $2 billion to settle lawsuits in Illinois and Texas, which alleged that it had collected users’ facial data without consent through a now-defunct Facebook feature that automatically suggested tags in photos.

Earlier, in 2019, Facebook reached a $5 billion settlement with the Federal Trade Commission over claims that it had violated user privacy, including issues related to its facial recognition technology. At the time, Meta framed the move as a shift toward privacy-first design.

The reintroduction of the tech now signals a strategic rethink.

The company argues internally that the technology has matured and that stricter limits could avoid earlier abuses – yet even limited recognition revives old fears.

Groups such as the American Civil Liberties Union have warned that normalising identification in public spaces erodes anonymity, chills speech and enables new forms of harassment or tracking.

Meta’s history of data controversies complicates its effort to win trust – each new feature must overcome a backlog of scepticism.

The technical record of facial recognition adds to the concern.

Numerous academic studies have found uneven accuracy across demographics.

Misidentifications can be embarrassing or harmful, especially in workplaces or legal contexts, and a wearable system operating in real time could magnify those risks.

The Economics Of Recognition

Wearable AI is quickly becoming the next frontier in consumer technology.

Smartphones have plateaued as hardware innovations slow and replacement cycles lengthen.

Companies are searching for devices that keep users engaged with their ecosystems, and smart glasses, with cameras, microphones and displays embedded in everyday clothing, promise continuous interaction.

Meta’s CEO, Mark Zuckerberg, has repeatedly argued that glasses could eventually replace smartphones as the primary gateway to digital services.

Recognition is a powerful feature in that world, potentially turning a device from an information portal into a social interpreter.

For enterprises, glasses that identify workers could automate training reminders or safety checks. For networking events, they could help professionals remember names and past conversations.

The potential benefits are real, but are also inseparable from the risk of misuse.

Privacy In The Age Of Ambient Cameras

Facial recognition in a smartphone app is one thing, but having this in glasses worn all day is another.

A phone must be raised to take a picture, while glasses can scan continuously. Even if companies promise not to store images, the mere possibility of identification changes behaviour.

Europe’s privacy regime is particularly relevant. Under the EU’s General Data Protection Regulation, biometric data is highly sensitive and requires explicit consent and strict safeguards.

A consumer device that identifies people in public might struggle to meet those standards without complex opt-in systems.

Enforcement agencies across Europe have already investigated AI tools that process biometric information.

America is fragmented. Some cities have banned government use of facial recognition, while others have few restrictions.

But Federal rules remain limited, and that patchwork creates uncertainty for companies launching global products.

UC Today has contacted Meta for comment.

AI GlassesAugmented RealityExtended RealityMixed RealitySpatial Computing & XR​Wearable Technology
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