AI and editorial judgement guide

A quickly produced draft does not require a quickly made publishing decision. That distinction shapes how I approach AI-assisted content. Producing a sentence and accepting responsibility for it are different tasks; fluency alone establishes neither accuracy nor relevance.

Make responsibility explicit

AI and the editor’s decision separates production assistance from final judgement. Review becomes more useful when the purpose, permitted sources and excluded information are clear before drafting begins.

Check the information before polishing the language

I compare an assertion with its source before adjusting its tone. Examining a content source helps distinguish a research note from established information. An unsupported claim does not become dependable when it is rewritten more naturally. If evidence is missing, the appropriate response may be to remove or narrow the sentence.

Test voice against examples

I do not assess brand fit solely through adjectives such as warm, simple or professional. Examples in a brand voice guide make the reason behind a choice visible. During the final read, I also ask whether the draft repeats familiar points or contributes a useful explanation.

This subject is larger than a list of tools. Products and interfaces can change, while responsibility for evidence, meaning and the reader’s expectations remains part of the editorial process. I want that responsibility to be visible in the workflow rather than assumed to happen somewhere at the end.