- AI is inefficient for completely replacing human editors if brand connection and content quality matter.
- Claude performed well in identifying structural, logical, and consistency errors but poorly with typos and grammar.
- AI editing risks losing authorial voice, intent, and style, potentially making content generic.
- Both models gave contradictory advice and invented or misdiagnosed errors, requiring human adjudication.