Authorship and review
Pages identify their responsible publisher. A practitioner-review badge will appear only after a real named practitioner has reviewed the exact version shown; no such review is implied while that program is being established.
Software assistance
Software may help draft, organize, or check content. Publication still requires human review for factual accuracy, source quality, originality, customer claims, and consistency with the actual product.
Dates and corrections
Updated dates change only after a material revision. Corrections should replace unsupported claims rather than quietly preserving them for search traffic.