Corrections & Accuracy Policy

Our commitment to rapid, transparent, and public accountability whenever errors occur.

Our Standard of Accuracy

Unknown Observer strives for complete factual accuracy in every technical report, architectural breakdown, and industry analysis we publish. However, in the fast-moving artificial intelligence ecosystem, documentation changes, pre-prints are updated, and companies revise disclosures.

When we make an error—whether minor typographical inaccuracies or substantive technical misinterpretations—we correct it promptly, unreservedly, and with total transparency.

How Corrections Are Handled

Substantive Factual Errors:If a factual assertion, numerical metric, author quote, or technical claim is found to be incorrect, we update the article body immediately and append an italicized Editor’s Note at the bottom or top of the post explaining the change and the date of modification.

Clarifications & Post-Publication Updates:When new information comes to light that adds crucial context without invalidating earlier facts, we insert an updated section clearly labeled with the timestamp of the update.

No Silent Deletions:We do not silently delete or rewrite articles to obscure past reporting errors. Transparency ensures our readers can trust the historical record of our coverage.

Submitting a Correction Request

If you believe you have spotted a factual inaccuracy in an article on Unknown Observer, please email our editorial board directly at [email protected] with the subject line "Correction Request: [Article Title]". Please include a link to the article and supporting documentation or primary source references.

Our editorial staff reviews all incoming correction inquiries within one business day.