Meta’s AI Glasses carry the promise of being “designed for privacy, controlled by you.” But according to a class action lawsuit filed March 4, 2026, in U.S. District Court in San Francisco, videos captured by the glasses may travel far beyond the wearer’s control—routed to contractors in Kenya, where human workers review footage to train artificial intelligence systems.
“That promise is false,” the lawsuit states. It cites whistleblower accounts alleging that when consumers use the glasses’ AI features, footage is not processed locally or privately. Instead, videos—including moments captured inside homes—are transmitted to servers and then sent to a subcontractor, where they are manually viewed and labeled.
According to the complaint, those reviewers encounter scenes that users would likely never expect strangers to see: people changing clothes, using the bathroom, engaging in sexual activity, handling financial information and conducting other private activities. Some workers, the lawsuit alleges, were dismissed after raising concerns about the nature of the material they were asked to review.
In one account contained in the lawsuit, a man set his glasses on a bedside table and left the room. His wife entered, unaware the device was recording, and undressed. There was no indication or claim that the husband recorded his wife surreptitiously. The footage, the complaint alleges, became part of a data pipeline—transmitted, reviewed and used to train AI systems by people thousands of miles away.
The lawsuit accuses Meta Platforms Inc. and its eyewear partner Luxottica of America, Inc., of misleading consumers about how data captured by the glasses is handled, stored and ultimately seen. At the center of the case is not only where the data goes, but whether users ever meaningfully understood that it could.
“Meta made a promise to millions of consumers while knowing full well it could not keep it,” said Ryan Clarkson, managing partner at Clarkson Law Firm, which filed the suit. “While the multi-trillion-dollar tech titan attempted to reassure and placate consumers about these smart glasses through ads about privacy and control, workers thousands of miles away have been watching footage from inside people’s bedrooms all along. That is not a technicality or an oversight—that is a system working exactly as designed, and it cannot be allowed to continue.”
At issue is a widening gap between the language of control and the mechanics of machine learning. The lawsuit argues that Meta’s advertising—centered on user autonomy and privacy—obscures a system that depends on large volumes of real-world data, much of it generated passively by consumers.
Named plaintiffs say they relied on those assurances. Mateo Canu, a Los Angeles resident, purchased the glasses at a Sunglass Hut store, citing Meta’s marketing as a key factor. Gina Barton, of Millstone, New Jersey, similarly said she believed the company’s repeated emphasis on user control. One campaign told consumers: “You’re in control of your data and content,” pointing to device settings designed to manage what is shared and when.
The complaint contends that such control is incomplete. Once users engage the glasses’ AI features, it alleges, captured content may enter a broader ecosystem—one that includes third-party contractors such as Sama. Meta, headquartered in San Francisco, uses data annotators to review and label images and video to refine AI systems.
Annotators have reported viewing footage that includes intimate personal moments, as well as images containing financial details, private messages and other identifying information. In some cases, the complaint alleges, safeguards such as facial blurring failed, leaving individuals recognizable.
The lawsuit also raises concerns about how long such data persists and who has access to it. Among the allegations: that voice interactions may be stored for extended periods; that users have no meaningful way to opt out of having their data used to train AI; and that certain privacy controls were altered or removed in updates many consumers never saw.
Meta states in its policy that it uses a combination of automated systems and human reviewers to improve its AI products, and that user media remains on-device unless users choose to engage AI features that require processing. Users may provide text, images, audio and video—collectively defined as “content”—to interact with AI systems. While users retain ownership of what they provide, Meta reserves the right to use that content to operate, improve and develop its services. That use can include automated processing and manual review, sometimes by third-party vendors.
The policy further states that media shared with AI systems is transformed into data representations to function effectively, and that users are responsible for obtaining consent from anyone depicted. It cautions against sharing sensitive information, noting that interactions may be stored and reused, including for personalization and advertising. Even deletion, the company notes, may not fully erase stored data in all cases.
The lawsuit is seeking monetary compensation “in the form of damages, restitution, and/or disgorgement” to plaintiffs, punitive damages against the defendants, and an injunction that would require the defendants to “change their business practices to prevent or mitigate the risk of the consumer deception and violations of law outlined herein.”
Consumers concerns over the glasses echo concerns raised by the National Institutes of Health, which has flagged privacy risks tied to wearable devices and AI. The agency notes that devices like smart glasses can collect continuous streams of personal data—including behavioral patterns, location and potentially health-related information. When fed into AI systems, that data can be used to profile individuals in ways users may not fully understand or explicitly consent to.
The NIH also cautions that such data, once aggregated, can influence targeted advertising, insurance decisions and other outcomes, while creating attractive targets for cyberattacks. Breaches involving sensitive personal information, particularly health data, can lead to identity theft and financial harm. More broadly, researchers warn that heavy reliance on AI-driven insights from wearable devices may begin to erode individual autonomy, subtly shifting decision-making away from users and toward algorithms.
