How to Spot Poorly Made AI Generated Images — and Why It Matters
AI is an incredible tool that’s transforming how we create, communicate, and share information. But just as we’ve learned not to believe everything we hear or read, it’s now just as important to be skeptical of what we see — especially online. Learning how to spot poorly made AI is quickly becoming an every day part of life.
Poorly made AI-generated images are often today’s version of a badly written résumé or a sketchy newspaper ad — visual warning signs that something could be off. In some cases, they’re used by scammers and criminals to deceive or manipulate.
Examples of how AI images are misused in scams and criminal activity include, but are not limited too:
Romance scams: AI-generated faces used in fake dating profiles to build trust and exploit victims emotionally and financially.
Phony ads: Fake products, deepfake influencers, or luxury items that don’t exist, created to steal money or data.
Impersonation schemes: Fake company announcements or doctored celebrity images used to manipulate public opinion or stock prices.
Blackmail/extortion: Deepfake images made to falsely incriminate someone or extort payment under threat of exposure.
Fraudulent job postings: AI-made visuals of fake offices or company logos used to lend legitimacy to scam listings.
However, it’s equally important to understand that not every poorly done AI image is a scam. Sometimes, it’s just a rushed or unpolished attempt to serve a good purpose. Think about a missing pet flyer taped to a telephone pole — quickly made, maybe not the cleanest design, but absolutely sincere and urgent.
Some examples of harmless or well-intended, yet “sloppy” AI image use include:
Lost pet or missing person flyers
- An image to go with a true story
Community event posters thrown together quickly
Personal art or storytelling projects from beginners experimenting with AI
Small businesses with no graphic design budget trying to promote their services
The key is to how to spot poorly made Ai is to stay aware and think critically. AI, like any tool, can be used for good or bad. It’s not about fear — it’s about being informed.
Here’s a few common things to watch for when learning how to spot poorly made AI:
Odd hands or extra fingers
Unnatural or mismatched facial features
Blurry or warped text (especially in signage or clothing)
Inconsistent lighting and unrealistic shadows
Backgrounds that don’t make sense
See a larger version of the ad from above. Some obvious Ai issues are noticable at first glance. Can you see some of others?
Seeing isn’t always believing anymore. Stay sharp, stay compassionate, and always look just a little closer. Good or bad, AI is here — and how we handle it will shape the way we live with it. Make it a habit to learn how to spot poorly made AI.
Curt Hubner: Advanced Integrated Controls.
