The short answer
Readers leave with a five-part worksheet for reporting what changed, who can use it, what evidence is offered, what remains unknown, and when the claim was checked.
The decision standard is simple: preserve the source, state the limits, and make the next human check obvious. A useful article should reduce uncertainty without pretending that every unknown has been resolved.
What to examine
A release announcement is a primary source, but it is also a vendor’s description of its own product. Here is a disciplined way to separate availability, measured capability, limitations, and promotional framing.
Start with scope. Identify the product, account, audience, jurisdiction, data, and decision involved. Then separate what was directly observed from what a vendor, researcher, regulator, or commentator says. Record dates because AI products, access rules, and prices change quickly.
Do not turn “rolling out” into “available to everyone,” or a vendor benchmark into independent proof. Product, plan, region, and API access can differ.
A practical way to do it
- Record the announcement date and the exact product surface.
- Quote capability claims sparingly and pair them with the disclosed test.
- Check the live product picker, documentation, rate card, and known limitations separately.
Keep the worksheet or test record with the draft. If another editor cannot reproduce the check from the saved evidence, the article is not ready.
Editorial guardrail
Do not fill a missing fact with a plausible sentence. Mark it as unknown, find a stronger source, narrow the claim, or remove it. Commentary belongs in a clearly labeled paragraph after the reported facts, not inside them.
Primary-source reading list
These are starting points, not automatic support for every sentence. The publishing editor must open each cited page and confirm the claim it supports on the day of review.
Bottom line
Readers leave with a five-part worksheet for reporting what changed, who can use it, what evidence is offered, what remains unknown, and when the claim was checked.