MUMBAI: Some code is written to solve problems. Other code raises questions. Meta’s latest AI controversy falls firmly into the second category. Meta is facing renewed privacy scrutiny after reports revealed that its AI app contained code linked to a facial recognition system known internally as “NameTag”, reigniting concerns over transparency, biometric data and the future of AI-powered wearables.
The controversy centres on Meta’s AI companion app for its Ray-Ban and Oakley smart glasses, which has reportedly surpassed 50 million downloads. While the company insists the feature was never activated or publicly launched, the discovery of what researchers described as near-functional facial recognition code has sparked fresh debate over how far the technology giant is pushing ahead with biometric identification tools.
According to reports, the dormant NameTag system was designed to identify individuals by analysing faces captured through Meta’s smart glasses ecosystem. The technology reportedly creates biometric identifiers, or “faceprints”, from images and compares them against stored data on a user’s device to recognise people.
Researchers examining the application said the system appeared to include multiple AI models capable of detecting faces, isolating them from images and converting them into biometric data for identification purposes. Although the feature remained inactive, reports suggested key components were already in place.
The revelations have intensified concerns because the code existed within a live consumer application rather than an isolated testing environment. Critics argue that the presence of advanced facial recognition infrastructure inside an app already downloaded by tens of millions of users raises legitimate questions about disclosure and user awareness.
Following the reports, Meta reportedly removed significant portions of the facial-recognition-related code through a subsequent update. The company, however, denied that the changes were directly triggered by media scrutiny and maintained that the technology remained under evaluation.
A Meta spokesperson said no decision had been made regarding a public rollout and stressed that the company was not building a centralised facial recognition database. According to Meta, the feature was still in an exploratory phase and had never been deployed for users.
The episode arrives against the backdrop of Meta’s complicated history with facial recognition. In 2021, the company shut down Facebook’s facial recognition system after years of regulatory pressure, legal challenges and growing concerns around biometric privacy.
The timing is particularly significant as technology companies race to establish leadership in AI-powered wearables. Smart glasses are increasingly viewed as the next major computing platform, blending artificial intelligence with real-world interactions. Yet the prospect of embedding facial recognition into everyday eyewear continues to raise difficult questions around consent, surveillance and whether bystanders can truly opt out of being identified.
For Meta, the issue extends beyond a few lines of code. As AI devices move closer to daily life, the challenge may be convincing users that innovation can advance without crossing the line into intrusion.