Meta has licensed military-grade facial recognition software from Rank One Computing, a Denver biometrics vendor that draws roughly 80 percent of its revenue from the U.S. military and law enforcement, and embedded it inside the Meta AI app that runs on phones paired with its Ray-Ban smart glasses. The feature has never shipped to consumers. The license is on file, and the question of who decides when it turns on has no clear answer.
The finding comes from a WIRED investigation published in mid-June, and it is the second time in roughly two weeks that a facial recognition capability has surfaced inside Meta's consumer wearable ecosystem. In early June, WIRED reported that Meta had quietly embedded a dormant feature internally referred to as "NameTag" inside the Meta AI app installed on roughly 50 million phones. NameTag was designed to convert faces captured by the glasses into 2,048-number faceprints, compare them against a user-side database, and store cropped, indexed images of unrecognized faces locally for future matching. Meta stripped the code from the app one day after the report. The Electronic Frontier Foundation's Threat Lab independently verified both the original presence of the code and its removal.
The Rank One license extends the picture in a different direction. Rank One's product line includes military and law enforcement face-matching systems and "liveness detection," a technique for distinguishing a live face from a photograph or a mask, the kind of defense that matters when a faceprint is being used to verify identity at a checkpoint. The license authorizes Meta to use that stack inside the consumer Meta AI app, the same companion application that drives the Ray-Ban glasses. Rank One declined to comment to WIRED and did not respond to CNET. Meta told CNET that "nothing has shipped to consumers and no final decision has been made" and would not confirm or deny that it had licensed a military-grade engine for the glasses.
Meta's senior leadership has escalated the public defense. Vice president of communications Andy Stone told WIRED the work is "purely exploratory." Chief technology officer Andrew Bosworth called WIRED's reporting, in comments relayed by CNET, "incredibly misleading" and "absolutely dishonest." The corporate position is a denial-in-part, and the public record does not yet resolve what was contracted, what was tested, or what an activation path would look like.
The disclosure arrives against a backdrop Meta has spent years trying to leave behind. In late 2021, Meta shut down Facebook's platform-level face recognition system, which had enrolled roughly 600 million opted-in users. The company later settled a Texas biometric-data suit in 2024 for $1.4 billion and a 2021 Illinois BIPA class action for $650 million. A New York Times report in February 2026, citing an internal Meta memo, said the company was developing facial recognition for its smart glasses and considered launching "during a dynamic political environment" that would distract civil society critics. The internal memo, as reported by the Times, sits uneasily beside the June corporate statement that nothing has been decided.
The structural question is sharper than the corporate one. There is no federal biometric-privacy law in the United States, and the levers that govern when face-matching activates inside a consumer wearable are a patchwork: state privacy statutes, the terms of the license Meta signed, the disclosure Meta chooses to make, the opt-in path the product surfaces, and the patience of regulators who may or may not notice. The EFF has argued in a Threat Lab analysis that removing dormant code is not a permanent change of heart, since a vendor relationship of this kind can be reactivated at the product layer. Kade Crockford of the ACLU of Massachusetts has framed the episode, in advocacy terms, as evidence that consumer privacy needs stronger state and federal law. In the week of June 8, 2026, the Massachusetts House unanimously passed a consumer privacy bill, a development that would, if enacted, raise the disclosure and consent floor for exactly the kind of deployment the Rank One license points toward.
For now, the feature is dormant. The supply chain is not. A Pentagon biometrics vendor's face-matching and liveness-detection stack is licensed into the consumer app that powers tens of millions of Meta Ray-Ban glasses. The on-switch has not been flipped. The set of actors who can reach for it has never been larger.