# Why AI Must Never Fabricate Facts: How We Keep Content Grounded in Reality

Public LLM brief for a blog post.

Canonical page: https://moonion.com/blog/why-ai-must-never-fabricate-facts-how-we-keep-content-grounded-in-reality/
Full LLM brief: https://moonion.com/blog/why-ai-must-never-fabricate-facts-how-we-keep-content-grounded-in-reality/llms-full.txt
Description: Moonion keeps website content reliable by taking facts from verifiable sources and using AI only to structure and format them, never to invent details.
Published: 2026-08-08
Updated: 2026-08-25

## Author

- Mr. Oleksandr Nashyvan — CEO