Let AI assist. Keep the editorial decision.

Start with a bounded task

Choose one operation to evaluate, such as drafting a summary from a reviewed transcript. Specify the intended audience, source version, and required format. Keep the model away from direct publishing permissions during the pilot. A useful first experiment makes errors visible and reversible rather than connecting every stage at once.

Keep content separate from instructions

Treat a transcript as untrusted source text, including any prompts read aloud by a speaker. Do not allow that material to change tool permissions or the destination of publication. Keep private notes out of public drafting inputs unless their use is authorized and necessary. Review provider data handling before processing sensitive recordings.

Measure the reviewed outcome

Compare preparation, drafting, review, correction, and formatting time against the existing workflow. Use difficult episodes as well as clean samples. NIST’s voluntary generative AI profile provides a risk-management context; the practical publishing controls proposed here are source tracking, narrow permissions, explicit review, and an observable correction path.