Understanding how an ai image detector works and why it matters At the core of modern visual verification lies the ai image detector, a class of systems designed to determine whether an image was generated or manipulated by machine learning models. These systems combine several technical approaches—statistical artifact analysis, frequency-domain inspection, metadata scrutiny, and learned…