Meta faces consumer class action over AI glasses privacy failures

The hardware revival at Meta Platforms Inc. hit a legal wall this week as the company's breakout hit, the Ray-Ban Meta smart glasses, became the center of a high-stakes consumer class action. After shipping over 7 million units in 2025 alone, the social media giant is now being accused of deceptive trade practices and massive privacy failures in a lawsuit filed Wednesday in the Northern District of California. The complaint alleges that despite marketing the devices as "designed for privacy," Meta allowed third-party contractors to view intimate, unencrypted footage of users in their most private moments.

The legal firestorm was ignited by a joint investigation from Swedish outlets Svenska Dagbladet and Göteborgs-Posten, which revealed that thousands of hours of footage were being routed to a contractor called Sama in Nairobi, Kenya. According to over 30 employees interviewed at the facility, workers were tasked with "labeling" AI training data that included footage of users changing clothes, using the bathroom, and engaging in sexual activity.

“In some videos, you can see someone going to the toilet or getting undressed,” one contractor told investigators. “I don’t think they know, because if they knew they wouldn't be recording.” This "human-in-the-loop" requirement for AI training stands in stark contrast to Meta’s public-facing slogan: "Designed for privacy, controlled by you."

The business implications are immediate and severe. Meta recently reorganized its Reality Labs division to prioritize these wearables, seeing them as the primary bridge to a post-smartphone era. However, the revelation that anonymization tools frequently fail leaving faces and personal financial details visible to offshore workers has caught the attention of global regulators. The UK’s Information Commissioner’s Office (ICO) and members of the European Parliament have already initiated inquiries into whether Meta violated the GDPR’s strict "third-country" data transfer rules.

This privacy crisis arrives as Meta is already defending a separate multi-billion dollar patent infringement lawsuit filed by Solos Technology earlier this year. For investors, the concern isn't just the potential for a massive fine, but the threat of an injunction that could halt sales of the Meta Wayfarer line entirely. While the glasses have provided Meta with its first meaningful hardware revenue boost, the discovery that "Hey Meta" might actually mean "Hey, strangers in Nairobi" could shatter the consumer trust necessary to turn AI glasses into a mass-market staple.

Meta has defended its practices, stating that manual review is disclosed in its terms of service to "improve people’s experience," but the company's stock has already begun to show sensitivity to the mounting regulatory pressure. As the court weighs the "reasonable consumer" standard in California, the future of Meta's AI-driven hardware roadmap hangs on whether privacy is truly a feature or just a marketing footnote.