Editorial Standards

1. What we cover and why

We are a consulting and engineering firm that builds and operates infrastructure and AI systems for clients. Our writing grows out of that work. We cover the systems we understand from the inside: power grids and the data centers that strain them, software supply chains, network and industrial security, defense technology, and the policy and economic forces that shape all of them. When we step outside that ground, we say so.

2. Sourcing

Every factual claim in an article is attributed to a source the reader can check. We prefer, in order:

• Primary documents: regulatory filings, court records, government data, technical specifications, company disclosures, and published research.
• Reporting from established news organizations, cited by name and linked.
• Expert commentary and industry analysis, identified as such and never presented as settled fact.

Where a figure rests on a single secondary source, or where sources disagree, the article says so. We do not launder an estimate into a fact by repeating it.

3. How articles are produced

Our research process uses software tools, including AI systems we build and operate, to gather sources, organize material, and check drafts against the record. The finished article is not the output of a tool. Before anything publishes, the named author:

• Reads the full draft and every cited source.
• Removes or qualifies any claim the sources do not support.
• Adds the analysis, context, and technical judgment that reflect our own experience.
• Takes responsibility for the article under their own byline.

4. Authorship

Every article carries the name of a real person who is accountable for it. Bylines link to an author page describing that person's background and experience. We do not publish under pseudonyms or generic staff bylines.

5. Analysis and opinion

We separate what the record shows from what we conclude. Interpretation, forecasts, and recommendations are written as our own judgment, and the reasoning behind them is laid out so a reader can disagree with it. We do not present speculation as reporting.

6. Independence

Coverage decisions are made by the editorial team, not by clients, advertisers, or vendors. We do not accept payment for coverage. Where an article discusses a company or technology we have a commercial relationship with, that relationship is disclosed in the article.

7. Images and media

Photographs are credited to their photographers and licensed for use. Illustrations, charts, and diagrams that we create are labeled as ours. We do not present generated or illustrative imagery as documentary photography of a specific event.

8. Video

Calibre Brief episodes are produced from published articles and follow the same sourcing standards. An episode does not add claims beyond the article it is based on.

9. Updates and corrections

Articles show the date they were published and the date they were last substantively changed. Factual errors are corrected and disclosed as described in our Corrections Policy. We do not silently rewrite published work.

10. Reader comments

Comments are moderated. We remove spam, abuse, and personal attacks. We do not remove comments for disagreeing with us.

11. Contact

Questions about these standards, or about a specific article, can be sent to: