Last updated: May 11, 2026
Hubkub may use AI tools to support research organization, outlining, editing, grammar cleanup, comparison structure, checklist formatting, and source-review workflows. AI assistance is used to improve speed and clarity, not to replace editorial responsibility.
How AI may be used
- organizing notes from official sources, documentation, changelogs, or security advisories,
- creating draft outlines and question lists,
- improving grammar, structure, and readability,
- helping compare features or risks after sources have been checked,
- formatting practical checklists, summaries, and FAQ-style sections.
What AI must not invent
Hubkub does not use AI as a final source of truth. AI must not invent screenshots, author experience, product tests, benchmark numbers, credentials, reviewer identities, dates, file sizes, quotes, official download links, or security claims.
If an article says a product was tested hands-on, that claim should be based on real testing. If an article is based on official-source verification instead, it should say what was checked and avoid pretending that a fresh hands-on test happened.
Human editorial responsibility
Final responsibility for Hubkub content remains with the site operator. Before publication, factual claims should be checked against official or reputable sources where possible. If a mistake is found after publication, Hubkub aims to correct it.
Corrections
If you find a factual mistake, outdated link, unclear AI disclosure, or unsupported claim, please contact Hubkub through the Contact page.
Related page: Editorial Policy.
