Editorial standards

The standards Coin4VN uses to select sources, apply AI, verify facts and separate data from interpretation.

Editorial standards
Scope of this page Publishing cadence never takes priority over sourcing, accuracy and reader context.

These standards apply to articles, live data and AI-assisted content.

Updated Aug 13, 2026 · 14:35

2 hours ago

Helpful when You want to check publishing standards

These standards apply before content becomes public or enters a sitemap.

Main content

1. Sources come before wording

Facts that may affect money, accounts, reputation or legal interpretation require clear support. Official and primary sources take priority; reporting adds context but does not replace an available original record.

2. Sources are not combined to invent a conclusion

Multiple sources are combined only when they answer the same question and genuinely complement one another. Coin4VN does not merge unrelated topics to create a longer article or a claim no source makes.

3. Sensitive subjects face higher gates

Price forecasts, leverage, legal matters, hacks, allegations and investment advice enter a stricter review lane. Publishing cadence does not outrank accuracy.

4. AI assists; it does not replace sources or accountability

AI may draft or review, but each claim must remain within the source record. Confident model wording is never treated as evidence.

5. Modified dates must mean something

The content-modified date changes only when reader-visible material changes. Imports, system migrations and technical jobs do not make old content appear newly published.