How modern ai image detectors identify synthetic content Detecting AI-generated images relies on patterns that differ subtly from photographs taken by real-world cameras. Advanced systems analyze noise distributions, compression artifacts, color channel correlations, and the statistical signatures left by generative models. Where a camera sensor introduces particular noise profiles and lens-specific distortions, generative adversarial networks…