Meta is facing renewed scrutiny after a report revealed the company has quietly embedded facial recognition technology into software connected to the smart glasses ecosystem, potentially laying the groundwork for a controversial surveillance feature years after it publicly backed away from Facebook’s facial recognition.
According to WIRED’s investigation, code updates to Meta’s AI-powered app include an undisclosed internal system called “NameTag,” designed to identify people captured by cameras on Meta’s smart glasses by Ray-Ban and Oakley. The report says the software can turn faces into biometric signatures, compare them to databases stored on the user’s phone, and alert wearers when someone is spotted.
Meta’s smart glasses ambitions collide with ancient privacy fears
The discovery is significant because it suggests that Meta has continued to develop consumer-grade facial recognition technology despite years of backlash, lawsuits, and regulatory scrutiny over how it handled biometric data on Facebook. The company shut down Facebook’s facial recognition system in 2021 and deleted more than a billion faceprints after mounting criticism from privacy advocates and regulators.
A WIRED investigation says the main components of the NameTag system were already integrated into software distributed to millions of phones by January 2026. The app itself has reportedly been downloaded more than 50 million times and serves as the main companion platform for the Meta smart glasses ecosystem.
The report says that Meta has already deployed three types of AI related to this feature. One detects faces, another extracts them from images, and the third converts biometric data. Security researchers cited in the report reportedly rebuilt parts of the system independently and found that the optical pipeline appears to be nearly functional.
That’s important because wearable facial recognition has long been considered a more invasive form of surveillance than smartphone-based tagging systems. Unlike social media uploads, smart glasses work in real time and can identify strangers in public places without their knowledge or consent.
Privacy groups, including the American Civil Liberties Union and the Electronic Privacy Information Center, are reported to have warned that such technology could enable the identification of many people in everyday life, allowing for abuses ranging from tracking to targeted surveillance.
Meta says nothing has been started yet, but concerns are already growing
Meta has disputed other claims, saying the technology is still in testing and no consumer-facing facial recognition feature has been formally introduced. The company also said it is not building a facial recognition database and will take a “considerate approach” before releasing anything publicly.
However, the timing of the report is important. Smart glasses are increasingly becoming one of the biggest battlegrounds in consumer AI, with companies racing to build wearable assistants that can see, hear, and interpret the world around users. Meta has ramped up its AI wearable ambitions through a partnership with EssilorLuxottica, while rivals including Apple and Google continue to explore similar mixed-reality technologies.
For consumers, the problem goes beyond another aspect of AI. If wearable facial recognition becomes mainstream, it could fundamentally change expectations about anonymity in public spaces. Critics argue that once these programs become common enough, opting out may no longer feel realistic.
The next big question is whether Meta eventually opens NameTag publicly, changes the technology under regulatory pressure, or keeps it limited to experimental testing. Either way, the report shows that facial recognition inside wearable devices may not be a far-fetched idea — it may already be sitting quietly inside the apps millions of people have installed.