How AI Image Detectors Work and Why They Matter Modern visual content pipelines rely heavily on a mix of human curation and automated tools. At the core of automated verification are ai detectors that analyze pixel-level and metadata signals to infer whether an image is synthetic, edited, or authentic. These systems usually combine deep learning…