#biometrics

Clicking LinkedIn's identity verification button routes you to a third-party company called Persona Identities, which collects your passport, biometric data, behavioral patterns—and uses them to train AI models, citing 'legitimate interest' rather than consent.

Researchers revealed how to bypass K-ID, Discord's age verification provider. They can generate legitimate-appearing metadata without actual biometric data, fooling the system.