What are the most common visual errors in AI images?

AI frequently messes up hands and eyes. You might see irregular iris shapes, different sized eyes, or extra fingers. Background characters and minor elements also tend to look distorted or logically off.

Can you detect AI images through metadata?

Sometimes. You can download an image and check its metadata for the prompt or model used. However, this information is rarely included by most generators, so you cannot rely on it entirely.

Do AI platforms embed hidden watermarks?

Some do. For instance, Google uses a system called SynthID for its Gemini images, which remains detectable even after edits. Still, many other tools do not include any invisible watermarks at all.

Are real images ever mistaken for AI?

Yes. Users frequently make false accusations of AI art. Real images or artworks with minor imperfections or highly polished styles can easily resemble AI generations.

How to Spot Ai Generated Images

Detecting AI generated images is getting harder as the technology improves, but visual and technical clues can still give them away.

Look for anatomical errors like misshapen hands and irregular eyes, or uncanny background details like distorted objects. Overly smooth textures, unnatural lighting, and odd scaling are also common signs.

You can sometimes check image metadata for prompts or model details, and specific platforms like Gemini embed detectable watermarks like SynthID. However, metadata is often absent, and real art sometimes gets falsely accused of being AI.

How to Spot Ai Generated Images — infographic

Detecting if an image is AI-generated is becoming increasingly difficult, but there are still some tell-tale signs to look for. Users note that while some AI systems embed invisible watermarks, these can often be removed, and many AI tools don't include them.

Visual Inconsistencies

Uncanny details in backgrounds or minor elements: Look for subtle distortions or elements that seem "off" in the background, or objects that don't quite make sense. "If the image has people in the background, or building, etc, you can zoom in and there will often times be somethings that just seem "off"."

Anatomical errors: AI often struggles with realistic anatomy, especially hands and eyes. "The hands, it’s almost always the hands and small details being messed up. Usually the eyes will look off like different sizes or the irises won’t be properly round."

Flaws in composition and textures: Images might appear too perfect, with overly smooth textures or unrealistic lighting and shadows. "The images usually look to perfect, to rounded and smooth. Also the scale of thing, shadows and shading are not natural."

Technical Detection

Metadata checks: Some AI generators might include information about the prompt or model used in the image's metadata, though this is not consistently present. "The only technical way you might have is to download the image/video and check the metadata. Sometimes, it'll have the prompt and model used, but most of the time it doesn't."

Proprietary detection tools: Certain AI providers, like Google with SynthID for Gemini, embed watermarks that can be detected by their specific tools, even after edits. "If it was made with Gemini, Google has a system to check it - SynthID."

Evolving Challenges

Rapid improvement of AI: AI-generated images are constantly improving, making older detection methods quickly obsolete. "It gets harder every day but there are specific things you can look for."

False positives: Sometimes, real images or art can be falsely accused of being AI-generated due to similarities in style or minor imperfections. "False accusations of AI art get thrown all the time."

Are you looking to detect AI in images from a specific platform or generated by a particular tool?