Age Checks Now Read Your Face — But That Still...

the technical shift toward biometric age estimation is fundamentally changing the landscape for computer vision developers and digital investigators alike. While much of the public discourse focuses on privacy, developers need to look closer at the underlying architecture: we are witnessing a massive deployment of Convolutional Neural Networks (CNNs) optimized for regression rather than classification. In the world of facial recognition, most of us are used to classification tasks—identifying a