Public photos are not consent to biometric search infrastructure

The Clearview AI story still feels like one of the cleanest examples of the consent gap in applied AI. The issue is not simply that photos were public. A birthday photo, profile picture, or local event image is posted for a social context. Turning that same image into a biometric lookup system for police is a purpose transformation: different audience, different risk model, different power relationship, and usually no notice or re