How AI Image Detectors Work and Why They Matter Understanding the mechanics behind an ai image detector starts with the datasets and algorithms that teach a model to distinguish authentic imagery from synthetic or manipulated content. Modern systems rely on convolutional neural networks and transformer-based architectures trained on millions of labeled images, including both genuine…