Keeping AI articles in a human voice
Style guards, briefs and brand profiles: the practical mechanics that stop generated content from reading like generated content.
Readers can tell. So can editors, and increasingly so can search quality raters. The tell is rarely factual — it is rhythm: uniform sentence length, hedged claims, tidy tricolons, no opinions.
Give the model a brief, not a topic
A topic produces an encyclopedia entry. A brief produces an argument: who it is for, what they already believe, what the article should change, which examples are allowed, what it must not claim.
Run a style guard
Every draft passes a Human-Voice check that flags the usual patterns:
- sentences of suspiciously even length
- filler transitions ("in today's fast-paced world")
- claims with no specifics attached
- summaries that restate the introduction
Keep art direction in one place
Image guidelines belong with the brand profile, not in each prompt. Set them once — style, palette, subjects, things to avoid — and every generated and regenerated image follows them.