How AI Image Detector Technology Actually Works At the core of any modern AI image detector is a blend of statistical forensics and learned pattern recognition. Neural networks trained on large datasets of both authentic and synthetic images learn subtle cues that are invisible to the naked eye: frequency-domain artifacts introduced by generative models, inconsistencies