Leaked documents and app analysis indicate Meta was developing a facial-recognition feature called NameTag for its Ray-Ban smart glasses and the Meta AI companion app. Reporting cited in the references says the software included on-device components for face detection, face cropping, liveness checks, and biometric template generation, with the apparent goal of identifying people seen through the glasses by linking them to Meta platform data such as Facebook and Instagram profiles. The code was reportedly distributed inside the Meta AI app to millions of smartphones even though the feature was not publicly launched.
After scrutiny and backlash, Meta reportedly removed most of the related code from a newer version of the app, but privacy concerns persisted because the capability could be restored and because bystanders would have no meaningful way to opt out of being scanned. The reports also say Meta licensed facial-recognition and liveness-detection technology from Rank One Computing, a vendor known for government and law-enforcement work, and that the software could support databases of up to 10 million biometric profiles, intensifying concerns about consumer surveillance through wearable devices.

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After public backlash and scrutiny, Meta reportedly removed most of the NameTag-related code from a newer version of the Meta AI app, though the references note concerns that the capability could be restored later.
The references report that Meta licensed facial-recognition and liveness-detection technology from Rank One Computing for its smart-glasses ecosystem, providing technical capability relevant to the reported NameTag feature.
According to leaked documents and Wired reporting cited by the references, Meta gradually embedded code and AI models for the internal NameTag facial-recognition feature into the Meta AI companion app in 2026, including components for face detection, face cropping, and biometric template generation.
WIRED reports that Meta removed the inactive but functional NameTag facial-recognition code from the Meta AI app on June 5, 2026, after WIRED reported on it the previous day. The code had supported face detection, matching, and identification functions for Meta Ray-Ban smart glasses.
The report says Meta explored adding facial recognition to its first Ray-Ban smart glasses in 2021 but abandoned the idea because of technical and ethical concerns. This predates the later 2026 NameTag-related development.
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