Meta sued over AI training data and face recognition

Meta is facing a proposed class action lawsuit that accuses the company of illegally harvesting photos from Facebook and Instagram to train its AI image-generation models and to develop an unreleased face recognition feature called NameTag. The complaint alleges that Meta violated privacy and biometric laws by using users' images and facial data without proper consent. If the case proceeds, it could become a significant test of how existing privacy rules apply to modern AI training. The lawsuit adds to a growing wave of legal scrutiny over where technology companies get the data used to build generative AI systems. Many major models are trained on massive collections of images, text, and video, often scraped from the web or drawn from platform activity. Users and regulators are increasingly asking whether that practice respects consent, copyright, and biometric privacy protections. In this case, the plaintiffs are seeking damages and an injunction, which could potentially force changes to Meta's data practices or limit the development of certain features. Meta has not commented publicly on the allegations. The outcome may influence how other tech companies approach face recognition and AI training data, especially in jurisdictions with strong biometric privacy laws. A ruling against Meta could set a precedent requiring clearer consent before personal photos are used for AI development. A ruling in Meta's favor could reinforce the argument that platform terms of service already grant broad permission. Either way, the case highlights a central tension in the AI boom: powerful models need enormous datasets, but the people in those datasets often have little say in how their images and identities are used. The NameTag feature adds another layer of concern because face recognition has long been controversial for its potential impact on privacy and civil liberties.