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Meta Explores Facial Recognition for Smart Glasses with Military Tech Supplier

· · 2 min read

Meta is reportedly testing facial recognition and liveness detection for its smart glasses, partnering with Rank One Computing, a firm known for supplying defense technology to the US military. Traces of this tech were found in the Meta AI app, raising privacy questions.

Meta's Smart Glasses Initiative

Meta is reportedly exploring advanced facial recognition technology for its smart glasses. The company has partnered with Rank One Computing, a supplier with a significant background in providing defense technology to the U.S. military. This collaboration indicates Meta's interest in integrating sophisticated biometric capabilities into its wearable devices.

The technology under consideration includes "liveness detection," a feature designed to verify if the camera is viewing a real, live person rather than a static photograph, video, or mask. This capability aims to enhance security and authenticity in biometric interactions through the smart glasses.

Rank One Computing: A Military-Grade Partner

Rank One Computing, a Denver-based company, generates a substantial portion of its revenue—approximately 80%—from government clients. Its customer base includes various U.S. military branches and law enforcement agencies, highlighting its expertise in sensitive biometric applications.

The firm is led by a former head of the FBI's biometric database program, and its board of directors comprises several former officials from the CIA, FBI, and the Pentagon. Rank One Computing completed its Nasdaq listing in February 2026. Under the licensing agreement with Meta, the company is providing access to a vast database containing up to 10 million facial templates.

Discovery and Ongoing Uncertainty

Traces of Rank One Computing's facial recognition technology were initially discovered within the code of the Meta AI app. While the code was found, there was no active evidence that the app was actively scanning users' faces or identifying individuals at the time of discovery. This finding marked the first publicly known indication of a business relationship between Meta and Rank One.

Interestingly, subsequent reports suggest that both the Rank One-related components and Meta's own in-house facial recognition system, previously known as "NameTag," have since been removed or deactivated within the Meta AI app. This leaves Meta's precise intentions for integrating this technology into its smart glasses unclear, though the company is reportedly conducting its tests in accordance with U.S. laws and regulations. The potential integration of such powerful biometric tools into consumer devices continues to spark considerable discussion regarding privacy and ethical considerations.

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