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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