TrendBite uses artificial-intelligence technology to create content under human editorial oversight. Every article goes through a multi-layer editorial process that ensures factual accuracy, legal safety and language quality. This page describes in detail the journey of an article from topic to publication.
The journey of an article — from topic to publication
Every article on TrendBite passes through six control layers. No article can be published until it has successfully cleared all of them.
- L1 — Research and creation
- L2 — Fact-checking
- L3 — Legal review
- L4a — Language review
- L4b — Illustrations
- L5/L6 — Technical validation and publication
L1 — Research and creation
Topic selection happens automatically based on analysis of current trends, searches and public data. The research phase is separated from the writing — first a structured brief is produced with verified facts from several independent sources, and only then is the actual article written. The writer cannot skip or add sources: it works only with the verified material.
L2 — Fact-checking
An independent check verifies every claim in the article against primary sources. The checker compares the article with the research brief and flags discrepancies. Lower-quality sources are replaced with more reliable ones.
L3 — Legal review
Every article is classified for legal sensitivity. Articles with risky content (personal data, court proceedings, medical claims) go through a legal review that ensures anonymisation, the addition of appropriate legal disclaimers and respect for the presumption of innocence.
L4a — Language review
An automated check of English grammar, punctuation and style. The check preserves cautious wording (phrases such as “according to available information”) — it never removes them, because they serve an editorial purpose.
L4b — Illustrations
Each article is assigned licensed photographs from Wikimedia Commons or Pexels. We use only images under a Creative Commons licence or in the public domain, and we credit the author and licence for each.
L5/L6 — Technical validation and publication
Before publication, articles go through technical validation: a check of structured data (schema.org), Open Graph tags, URL correctness and meta descriptions. After successful validation the article is published and indexed by search engines.
The role of artificial intelligence
AI carries out the research, drafts the content and performs the individual checks. The rules the AI follows are defined by editorial documents — the AI does not create them, it only applies them. Each layer has independent rules and its own control mechanisms. The AI cannot bypass any control layer or change the rules under which it works.
Human oversight and editorial input
The whole process runs under human oversight. The editor defines and continually updates the rules for each control layer, monitors the results of the process through a notification system, and can intervene at any time — correct an article, return it to a previous phase or stop publication. Editorial decisions cover topic selection and prioritisation, source-verification rules, legal classification, language standards and publication criteria.
Transparency and the EU AI Act
In line with the EU Artificial Intelligence Act (EU AI Act, Article 50), every article carries a clear label that it was created with the help of AI. We use the meta tag <meta name="ai-generated" content="true"> as well as schema.org structured data describing how it was created.
Corrections and feedback
If you find a factual error or inaccuracy in an article, contact us at trendbite.main@gmail.com. We make corrections promptly. You can find details of our editorial standards on the Editorial policy page.