AI image generators have become good enough that a fake photo can fool a quick glance — and sometimes a long one. As these tools spread, being able to spot a synthetic image is a practical skill. Here is what to look for.
Start with the hands and small details
For all their progress, image models still struggle with fine, repetitive structures. Hands are the classic tell: count the fingers, and look for ones that bend the wrong way or merge together. The same goes for teeth, jewelry, eyeglass frames and the fine print on signs, which often dissolves into meaningless squiggles when you zoom in.
Look for physics that does not add up
Real light behaves consistently. In synthetic images, shadows sometimes fall in different directions, reflections do not match their surroundings, and backgrounds warp in ways a real camera would never produce. Straight lines — door frames, tiles, window edges — may bend subtly. Ask yourself whether every part of the scene obeys the same lighting and perspective.
Check the texture of skin and surfaces
AI-generated skin often looks slightly too smooth, almost airbrushed, with an uncanny plastic sheen. Hair can blur into the background instead of ending in individual strands. Repeated patterns — a crowd, a bookshelf, a brick wall — may contain oddly identical or garbled elements when examined closely.
Use the tools available
Beyond your eyes, a few habits help. A reverse image search can reveal whether a picture has a real history online or appeared from nowhere. Some platforms now attach content credentials — invisible metadata indicating an image was AI-generated — and a growing number of detection tools can flag likely synthetics, though none are perfect. Treat these as signals, not verdicts.
Consider the source and the context
Often the strongest clue is not in the pixels at all. Where did the image come from? Is it published by a reputable outlet, or forwarded from an anonymous account with no history? Does it conveniently confirm something dramatic just as a news event breaks? Emotionally charged images that spread fast during breaking news deserve extra skepticism.
The bottom line
No single test is definitive, and the technology keeps improving. But combining these checks — scrutinizing details, questioning the physics, examining textures, using detection tools and weighing the source — will catch the large majority of fakes. In an era where seeing is no longer believing, a little healthy doubt is your best defense.