Spotting the Synthetic A Practical Guide to AI-Generated Image Detection
AI-generated images are becoming increasingly realistic, blurring the line between authentic photography and synthetic media. For journalists, legal teams, marketers, and platform moderators, the ability to identify whether an image was created by artificial intelligence is now a core part of digital verification. This guide explains the technical foundation, practical uses, and deployment considerations for robust AI-generated image detection in real-world workflows. How AI-Generated Image Detection Works At its core, AI-generated image detection combines statistical forensics, machine learning classifiers, and metadata analysis to determine the likelihood that an image is synthetic. Modern generative models such as GANs and diffusion models…
