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How to Spot AI Art

AI robot painting a picture

In this post, we'll take a look at:

Lately, there’s been a big debate around AI-generated art and its place in the art world. But we’re not here to argue about that. 

Our goal is to help you get better at spotting AI art, no matter why you want to learn this or which AI tool created the artwork, whether it’s DALL-E, Stable Diffusion, Flux, or something else.

We’ll point out the key signs and characteristics to watch for. With enough practice, being able to identify AI art will become almost instinctive.

Interested? Let’s get started.

How to Spot AI Art: Step By Step

Spotting AI art is similar to identifying AI images, but there are subtle differences to look for.

Thus, in our experience, there are two main ways to spot AI-generated art.

  • First, you can look closely at the actual image. 
  • Second, you can check things outside of the image itself.

Let’s start with the first one.

Studying the Image in Question

AI lacks human understanding of depth, perspective, and coherent composition. Overloading images with excessive detail on objects is AI’s attempt to hide this inability.

When analyzing an image, you can approach the task with varying levels of detail, depending on your time constraints and the required level of confidence.

Here are some options:

  • For a quick analysis, we recommend using some available AI image detectors that can identify AI-generated art. Solid options for detecting AI art include Hive Moderation and Illuminarty.
  • For a more in-depth option, you can conduct a manual analysis of the image. For this, let’s look at two types of images: art without people and art with people.

1. Analyzing Art Without People

Art without human figures can be a bit trickier to identify as AI-generated. However, there are still several key elements you can look for:

1. Gibberish Text

AI-generated dollar bill art

Text is often a big giveaway for AI art. A garbled signature attempting to imitate an actual signature, or words in the image that make no sense in any language, should raise red flags.

2. Unusual Compositions

AI generated village image

AI can place related objects, but can’t logically connect them like paths leading nowhere, inaccessible buildings, and scenes defying commonsense.

3. Lighting Mistakes

AI art of sunset

Things like shadows being cast incorrectly, shadows appearing out of nowhere with no light source, lights shining from places that make no sense, or shadows that look deformed and distorted.

4. Waxy Look

Waxy looking AI forest sunset art

AI-generated realistic art often displays an artificial waxy glossiness (smoothness) and lacks natural texture variations.

5. Messy Patterns

AI generated art of berry baskets

Look out for messed up patterns in images with woodcarving, metalwork, needlework, or knitting – instead of clear, recognizable designs, the patterns often become a jumbled mess.

6. Strange Liquids

AI-generated art of a river on a sunny day

If liquids are present, they frequently appear thick, viscous, and unappealing rather than having a realistic fluid appearance and motion.

2. Analyzing Art With People

If there are people in the artwork, this simplifies the detection process. 

Start by reviewing the points from the previous “art without people” section, and additionally check for a few key details:

1. Generic Poses

AI generated image of Scottish men wearing kilts

The people in the picture often have generic poses and lack expression. Conversely, if they’re prompted to be more expressive, it can come across as overdone.

2. Weird Eyes

AI generated portrait of an old lady

The eyes may appear lifeless, facing directly at the viewer, with pupils often misaligned and an unnatural shape.

3. Odd-Looking Background Crowds

AI generated image of a jazz band

Images with crowds are some of the easiest AI fakes to spot. The AI gets people’s faces and bodies deformed, with extra limbs (and fingers – yes still in 2024) or people blending into the background.

Looking Beyond The Image

AI generated image of a person looking up someones social media account

Most likely, you came across the artwork you’re analyzing on a particular account. Here’s what to look for beyond the image itself:

1. Check the Title, Description, or Tags: If it’s a legitimate AI artist, they will likely disclose whether the image was AI-generated. This may seem obvious, but it can be very effective.

2. General Account Metrics: How old is the account, and how many images do they have? If they post too frequently, it should raise suspicion, as even full-time professional artists typically need a few days to create new artwork.

3. Lack of Personality: If the account or posts lack personality, a professional portfolio website, or storytelling, it could be a red flag. Most artists have websites for job applications.

4. Reverse Image Search: If the author isn’t credited and the art varies in each post, use reverse image search (Google Images, TinEye) to find the original poster and check their comments.

Final Thoughts and Conclusion

Identifying AI-generated art can be challenging as AI technology improves. However, careful analysis of the artwork and its background can still yield accurate results.

If you’re short on time, consider using a sophisticated AI image detector.

For a more thorough approach, look for signs such as nonsensical text, unusual compositions, lighting mistakes, and unnatural depictions of liquids. In images with human figures, check for simplistic poses and lifeless eyes.

Additional clues can be obtained by examining the source of the image, including its title, description, tags, and by conducting a reverse image search.

Happy detecting!

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