TUESDAY, SEPTEMBER 15, 2026|No. 15091
technology · privacy

Meta Faces Lawsuit Over Use of User Photos for AI Training

Meta is being sued in a proposed class-action lawsuit alleging the company used millions of photos from Facebook and Instagram without consent to train its AI systems, including facial recognition technology.

A lawsuit has been filed against Meta concerning the use of user photos for AI training.
A lawsuit has been filed against Meta concerning the use of user photos for AI training.
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Meta is facing a major proposed federal class-action lawsuit accusing the company of harvesting millions of photographs from Facebook and Instagram without consent to build and train facial-recognition technology and generative AI systems.

Core Allegations:

The case, filed by a set of parents and their children in the US, alleged that Meta used their Facebook and Instagram photos without consent and fed the data to NameTag, an unreleased facial recognition system for its new AI glasses.

The lawsuit claims Meta extracted biometric information ("faceprints") from user photos on Facebook and Instagram to develop NameTag, an unreleased facial-recognition system intended for Meta's smart glasses.

NameTag's existence was revealed by a WIRED report in June, when it said that there was an inactive code for the system in the Meta AI app.

Analysts at the time determined that the system was designed so that it could turn faces captured by the glasses into biometric signatures or a faceprint. It could then compare it with other faceprints on the wearer's phone.

Meta has dismissed the lawsuit as meritless and a misrepresentation of its practices, stating that NameTag has not been shipped to consumers and that the company has been transparent about utilizing public social media data to improve its AI products.

Beyond facial recognition, the complaint also targets Meta’s generative AI image models, including Emu and Muse Image, alleging that the models were trained on user photos without proper notice, opt-out choices, or compensation.

Filed in the U.S. District Court for the Northern District of Illinois, the suit alleges violations of the strict Illinois Biometric Information Privacy Act (BIPA), California’s right of publicity and misappropriation laws, and state constitutional privacy protections.

PAN's pipeline reviewed approximately 1 open sources for this article. No human editor reviewed this article before publication.

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