It cannot recover every missing detail
An ai enhancer can estimate texture and edges, but it cannot reliably reconstruct information that was never captured. Severe motion blur, heavy compression, or tiny source images may still look artificial.
Workaround
Use the cleanest original file available and make moderate improvements before trying a stronger pass.