
How to spot an AI-generated image
UC professor offers tips to Fox 19 on how to tell if an image is real or artificially generated
It's getting harder to tell the difference between real photographs and artificially generated images. In the near future, it could be impossible with just human vision, a University of Cincinnati professor told Fox 19.
Zag ElSayed, PhD, assistant professor in UC's School of Information Technology
Zag ElSayed, PhD, an assistant professor in UC's School of Information Technology, challenged Fox 19 journalist Megan O'Rourke to determine if images were AI-generated or real photographs. O'Rourke correctly identified the authenticity of some but not all of them.
“I predict in the next five years we will have 100% generated images AI that you cannot detect by just a regular human eye,” ElSayed said.
Using a simple python code and information readily available online, ElSayed also was able to generate images that looked similar to O'Rourke.
To detect the difference between real and fake images, ElSayed suggested three “truths” to watch for:
- Physical law: Like close objects that are not focused or have blurry backgrounds
- Logical law: Dealing with the overall composition of the image such as too many lighting sources
- Natural imperfections


With a simple python code that uses an OpenAI library (which a part of ChatGPT application programming interface) and DALL·E 3, Zag ElSayed created an artificially generated image on the right that is very similar to Megan O'Rourke, whose real photo is on the left.
Featured image at top: 3D render of AI and GPU processors. Photo/Igor Omilaev via Unsplash
Impact Lives Here
The University of Cincinnati is leading public urban universities into a new era of innovation and impact. Our faculty, staff and students are saving lives, changing outcomes and bending the future in our city's direction. Next Lives Here.
Related Stories
How to spot an AI-generated image
May 29, 2024

It's getting harder to tell the difference between real photographs and artificially generated images. In the near future, it could be impossible with just human vision, a University of Cincinnati professor told Fox 19.
AI advancements give hackers new ways to launch cyberattacks
June 30, 2025

Advancements in technology such as artificial intelligence give cyber criminals more ways to exploit data. The Dayton Daily News looked to University of Cincinnati’s Richard Harknett, PhD, for context on the recent influx of cyberattacks. Harknett is co-director of the Ohio Cyber Range Institute, chair of the Center for Cyber Strategy and Policy and director of UC’s School of Public and International Affairs.
UC-developed chatbot to help supervision officers, parolees
June 2, 2023
The University of Cincinnati's School of Information Technology professors are developing a chatbot for correction agencies that will help supervision officers and people on parole.