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The article covers a Google sign-in feature that relies on face matching, liveness detection, and deepfake checks, so machine-learning systems are central to how it works. Its main concern is the privacy cost of a server-stored biometric reference, including possible reuse for AI training, age verification, and government requests. Readers should note that the stated deletion timelines and the lack of an on-device option shape how much control users actually keep.
Google’s selfie video sign-in puts your face on its servers

Google lets you sign in with a selfie video it stores on its servers. Here's what it means for AI training, government access and age checks.
Google now lets you sign in to your Google Account with a selfie video. You film your face once, Google stores the clip on its servers, and if you get locked out, you record a new one that Google compares against the original. The company presents selfie video verification as a backup for people who lose the device that holds their passkeys, next to recovery phones and recovery emails. The cost is a reference recording of your face, in motion and from several angles, stored on its servers under rules it can change. Once Google holds that recording, it could help train its AI, power age checks, or…
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