Try a stop/go exercise before treating an AI-written release note as ready to send. The fictional claims and evidence below are invented solely for this practice; they describe no real product, company or customer result.
Set up the evidence packet
Imagine a release called Cedar 2.1. Its fictional approved record says: CSV export is enabled for the North pilot group; attachment export is excluded; the launch date is still awaiting approval. An AI draft says, ‘Cedar 2.1 gives every customer CSV and attachment exports starting Monday.’ Read the record once, then assess each part of that sentence separately.
Use three dispositions for this exercise: GO for wording the record supports, REWRITE for a claim the record contradicts or overstates, and HOLD when the needed evidence is missing. These labels are StayHomeHire’s organizing suggestions, not NIST-defined ratings or permission to release real work.
Make three decisions
Claim one: ‘Every customer gets CSV export.’ Evidence: only the North pilot group is named. Disposition: REWRITE. A supported practice sentence is ‘CSV export is enabled for the North pilot group.’ Do not widen the audience because the draft sounds confident.
Claim two: ‘Attachment export is included.’ Evidence: the approved record explicitly excludes attachments. Disposition: REWRITE by removing the inclusion claim or stating the limitation where relevant. Asking the model to sound less certain would not repair a direct contradiction.
Claim three: ‘Starting Monday.’ Evidence: the date is awaiting approval. Disposition: HOLD the date claim. Record the open question and the source needed to settle it. Do not replace Monday with ‘soon’ and call the date verified.
Decide whether the message can go
After those edits, one feature statement has evidence and two original promises cannot go out as written. For this fictional exercise, the communication owner may approve a narrow message about the pilot only if the team’s actual release process permits a message without a launch date. If the date is required, hold the whole message until it is confirmed.
Write a short decision record: claim; exact supporting or contradicting record; disposition; remaining question. Keep the original draft beside the revision so a later reader can see why the scope changed. In real work, use approved records and access controls; never copy confidential release material into an unapproved tool.
Repeat the exercise with changed evidence
Now imagine a second fictional record approves November 10 for the North pilot, while still excluding attachments. Revisit only the affected decisions. The date can move from HOLD to a supported date statement; the worldwide audience and attachment claims remain unsupported. One new fact does not validate every claim in the draft.
Source and exercise notes
NIST describes its AI Risk Management Framework as voluntary and its Generative AI Profile as a resource for identifying generative-AI risks and possible management actions. The claim-by-claim exercise above is original editorial practice, not a NIST certification, product recommendation or guarantee of accuracy.
NIST: AI Risk Management Framework and Generative AI Profile
Source checked November 3, 2026, Eastern time. All Cedar product details, claims and records in this exercise are fictional.