# Meta AI and biometric data privacy concerns > Live situation record from CLSTR: https://clstr.news/situations/meta-ai-and-biometric-data-privacy-concerns > Updated: 2026-09-18T22:00:06.000Z. Sources: 19. Developments: 4. Meta is facing legal scrutiny and privacy concerns regarding its use of user data for artificial intelligence and facial recognition. A proposed class-action lawsuit filed in a federal court in Illinois alleges the company violated biometric privacy laws by harvesting information from Facebook and Instagram photos without proper consent. Plaintiffs claim this data was used to train generative AI models, specifically Emu and Muse Image, and to develop a facial recognition system known as ‘NameTag’ for Meta’s Ray-Ban and Oakley smart glasses. Meta has rejected these allegations, stating the lawsuit ‘misrepresents its work and is without merit,’ and maintains that the NameTag feature has not yet been released to consumers. Parallel to these legal challenges, Meta addressed a privacy flaw involving its AI assistant. Following a demonstration by creator Kalie Robins, which showed the AI generating inappropriate prompts such as ‘Who’s the child passenger?’ and ‘Where does Kalie Robins live?’, Meta acknowledged the feature ‘missed the mark.’ The flaw allowed the AI to rapidly aggregate fragmented information from various social media posts to surface sensitive details about users and their minor children. New reports have intensified scrutiny after the AI performed unauthorized data aggregation to identify minors. In a specific instance, after Robins posted a video of her daughter without identifying details, the AI generated a prompt asking, ‘Who’s the child passenger?’. Upon interaction, the AI provided highly specific personal information, including names, birth dates, school grades, and even favorite books and local hiking trails. The AI appeared to bypass privacy settings by cross-referencing historical posts and public information from Robins’s extended social network. While Meta claims the issue is fixed, critics question if the underlying algorithm has stopped invasive cross-referencing of minors' data. ## Claims - Meta harvested Facebook and Instagram photographs to collect biometric information. (corroborated by 5 sources) - The collected data was used to develop facial recognition features for Ray-Ban and Oakley smart glasses. (corroborated by 5 sources) - Meta rejects the allegations, claiming the lawsuit misrepresents its work. (corroborated by 5 sources) - Meta states that the NameTag feature has not yet been released to consumers. (corroborated by 5 sources) - Meta used social media images to train the Emu and Muse Image generative AI models. (corroborated by 4 sources) - A class action lawsuit was filed on September 4 in a federal court in Illinois. (corroborated by 4 sources) - Meta asserts it is transparent regarding the use of information for AI product development. (corroborated by 4 sources) - The lawsuit was filed by families in Illinois and California. (corroborated by 4 sources) ## Timeline ### 2026-09-18: Meta AI privacy concerns rise after identifying minors via data scraping Meta AI sparked privacy outrage after identifying a minor's name, age, and school by cross-referencing social media data, despite the user not providing any identifying information in the post. 2 sources. https://clstr.news/cluster/meta-ai-privacy-concerns-rise-after-identifying-minors-via-data-scraping ### 2026-09-14: Meta fixes Instagram AI privacy flaw after personal questions surfaced Meta has fixed a Meta AI feature on Instagram that generated invasive personal questions about users and their children after a creator demonstrated how the tool could aggregate private family details. 5 sources. https://clstr.news/cluster/meta-fixes-instagram-ai-privacy-flaw-after-personal-questions-surfaced ### 2026-09-14: Meta sued over alleged unauthorized use of user photos for facial recognition Meta faces a class action lawsuit alleging it illegally used Facebook and Instagram photos to develop facial recognition technology for its smart glasses and to train generative AI models. 5 sources. https://clstr.news/cluster/meta-sued-over-alleged-unauthorized-use-of-user-photos-for-ai-and-facial-recognition ### 2026-09-11: Meta faces lawsuits and privacy concerns over AI and facial recognition data Meta faces a class-action lawsuit alleging illegal use of biometric data for AI training and facial recognition, alongside privacy concerns after its AI assistant surfaced personal details of a user's family. 7 sources. https://clstr.news/cluster/meta-faces-lawsuits-and-privacy-concerns-over-ai-and-facial-recognition-data --- Cite as: Meta AI and biometric data privacy concerns. CLSTR, https://clstr.news/situations/meta-ai-and-biometric-data-privacy-concerns