About and how we work

Hallucination-Free AI is a reference site about how to prevent, detect and measure hallucinations in AI systems used for real business work. It is maintained by Kognitos, a company that builds AI automation software, and written with the help of an AI research assistant under human editorial oversight.

Editorial standards

• Every factual claim links to a source; pages list their sources at the end.
• We aim to be vendor-neutral. When we mention Kognitos, we say so plainly.
• Pages show when they were last updated, and we correct errors promptly.

Corrections and suggestions: use the Kognitos contact page.