Meta used facial recognition from military supplier in smart glasses
Mark Zuckerberg's company hired Rank One Computing, whose board includes former CIA and FBI officials, to develop facial recognition features for its Ray-Ban Stories glasses.
June 15, 2026 · 3 min read
TL;DR: Meta turned to Rank One Computing, whose board includes former CIA and FBI officials, to develop facial recognition for its smart glasses. Although the feature was not launched, the finding reveals Meta's intentions and reignites the debate on privacy in wearables.
What happened?
According to a Wired investigation, Meta hired Rank One Computing (ROC), a company whose board includes a former CIA deputy director and a former FBI chief scientist, to develop a facial recognition prototype for its Ray-Ban Stories smart glasses. The project, internally called "Project Aria," aimed to integrate real-time biometric identification capabilities into the wearable device.
Why is it important?
The revelation is significant for several reasons. First, Rank One Computing is not a typical technology provider: its facial recognition software has been used by the Pentagon and U.S. intelligence agencies. Second, Meta had publicly stated that it would not implement facial recognition in its smart glasses due to privacy concerns. This internal development suggests otherwise: the company was actively exploring the technology, even if it ultimately did not launch it to the market.
The fact that Meta turned to a supplier with military ties adds an extra layer of controversy. In 2021, the company shut down its own facial recognition platform on Facebook due to regulatory and social pressure, but now it is discovered that it was developing an even more invasive version for portable devices.
What consequences will it have?
In the short term, it is likely to increase regulatory scrutiny on Meta and its plans for wearables. The U.S. Federal Trade Commission (FTC), which already has an open case against Meta for anticompetitive practices, could investigate whether the company misled consumers by denying facial recognition plans. In Europe, where the General Data Protection Regulation (GDPR) imposes strict restrictions, any future implementation would be nearly impossible without explicit consent.
Additionally, the news could affect consumer trust in Meta's smart glasses, which have already had modest sales. Users might wonder if their biometric data is being collected without their knowledge, even if the feature is not active.
What should readers know?
It is important to clarify that ROC's facial recognition was never implemented in the final product. Meta used the software only for internal testing and prototypes. However, the fact that the company seriously considered this functionality reveals its long-term intentions. Readers should be aware that wearable devices, such as smart glasses, represent a new frontier for biometric data collection, and that tech companies are actively exploring its limits.
The collaboration with a military supplier underscores the growing convergence between the civilian tech industry and the military-industrial complex. Projects like this, even if they do not materialize, show how surveillance technologies seep into consumer products.
Historical context
This is not the first time Meta (formerly Facebook) has explored facial recognition. In 2017, the company launched an automatic tagging feature in photos, which it later disabled in 2021 under regulatory pressure. However, the use of a military supplier represents an escalation. Comparatively, Google has also faced criticism for its work with the Department of Defense on Project Maven, which used AI to analyze drone footage.
Technical analysis
Rank One Computing's software is based on computer vision algorithms that can identify faces in real time with high accuracy. Integrating it into glasses requires local or cloud processing, which raises latency and privacy issues. If Meta had launched the feature, it would have faced significant regulatory challenges, especially in the European Union.
Implications for the future of work
In the workplace, glasses with facial recognition could be used for access control, attendance tracking, or even employee monitoring. This opens a debate on workplace surveillance and workers' rights to privacy.