AI is strong at speed, transformation, and repeatable production. Humans are stronger at lived experience, judgment, accountability, and deciding what is worth saying.
What matters most
- Use AI for first drafts and transformations.
- Use humans for firsthand experience and nuanced judgment.
- Verify sources regardless of who drafted the sentence.
- Build hybrid workflows around strengths rather than ideology.
Keep the workflow accountable
The useful metric is time to an accurate, internally linked, publishable page—not raw words generated per minute. Search intent, factual verification, source quality, and final editorial judgment remain publisher responsibilities.