When detection works better
Detection tends to work better when the file is close to the original, the image has not been heavily compressed, and the generated content still contains recognizable statistical or visual patterns.
When detection is harder
Detection can be harder after screenshots, resizing, filters, editing, or model improvements. Some generated images are intentionally post-processed to look like normal camera photos.
Why context still matters
Even if an image is AI-generated, the important question may be whether it was clearly labeled, used deceptively, or tied to a false claim. Even if an image is real, it can be old, cropped, or miscaptioned.
Use multiple checks
Combine detector results with metadata review, reverse image search, source history, and caption analysis. If the image affects legal, financial, safety, or reputational decisions, one tool is not enough.
AI-generated images can often be detected, but detection is never a guarantee.
FAQ
Will detection get harder?
It may. Image models and editing tools keep improving, so detectors must also change.
Can humans detect AI images better?
Humans can spot context and visual oddities, while detectors can read statistical signals. Both can be wrong.