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AI Artifact Pattern Recognition
Systematic identification of visual elements that make AI-generated content look artificial and reduce engagement
Decision Rule
If image contains obvious AI artifacts (weird hands, artificial shadows, perfect textures), request specific removals before publishing
How It Works
Human pattern recognition trained on high-performing vs low-performing AI content to identify engagement killers
Failure Modes
Over-correcting and removing artistic elements
Focusing on artifacts that audience doesn't actually notice
Spending too much time on minor details vs major improvements
Example Decision
“Seeing a hand holding a pencil in an AI sketch and recognizing this makes it look artificial, then specifically requesting removal of the hand element”