Editorial & Verification Methodology

How We Check Facts

Mfocus is an independent educational publication dedicated to science, history, nature, technology, and the physical world. We explain complex topics in plain words backed by transparent evidence. We do not claim to operate a traditional corporate newsroom, an editorial board, or a telephone hotline. We do not use anonymous bylines or bureaucratic titles. Instead, we follow a strict, reproducible verification process for every single fact, number, and illustration that appears on this website.

Every Number Carries a Source and Verification Date

We do not publish detached numbers or floating trivia. In every article and summary card, every quantitative measurement, historical year, demographic statistic, and physical constant is tied to:

• The specific name of the publishing institution or source.
• A direct, functional hyperlink to the underlying record.
• An explicit verification date indicating when we examined the record (formatted as "checked YYYY-MM-DD").

If a source webpage later changes, goes offline, or revises its data, the verification date provides readers with an exact audit trail of when the factual claim was independently confirmed.

Primary and Authoritative Sources First

Factual reliability depends on source quality. We deliberately avoid secondary content farms, viral social media threads, and unverified blogs. We trace every claim back to primary or high-tier authoritative documentation:

• Peer-reviewed scientific literature and academic research journals.
• National and international scientific agencies, including NASA, NOAA, and the USGS.
• Research releases and archive collections from accredited universities and museums.
• Official public statistics, census data, and government records.
• Documented historical basemaps, specialized atlases, and established reference repositories.

When scientific research reflects unresolved debate or competing estimates rather than broad consensus, we present the verified range and note the scientific uncertainty.

Explicit Labelling of Interpretations

We keep empirical observations strictly distinct from analysis. A recorded date or physical measurement is an empirical fact; explaining the underlying strategic motive, historical intention, or evolutionary advantage is often an interpretation.

Whenever our text connects separate facts to offer an explanatory theory—such as why a commander chose an unexpected mountain march or how an animal evolved a specific behavioral pattern—we explicitly label the conclusion as an interpretation. Readers should never have to guess whether a sentence is an established measurement or an analytical reading.

Visual Attribution, Maps, and AI Disclosure

All visual media published across our articles adhere to strict ethical and attribution standards:

• Maps, historical boundaries, and geographical charts credit the original author, cartographic dataset, and licence (such as GPL or Creative Commons), with caveats regarding historical approximation.
• Conceptual illustrations, diagrams, or animations created or refined using artificial intelligence tools are prominently labelled as AI-generated visuals.
• Artificial intelligence tools are used solely for visual presentation assistance. AI is never treated as a source of factual truth, numerical data, or scientific authority.
• All media complies with our core values: no musical tracks, no religious arguments, and no drawings of human beings.

Corrections Policy

Accuracy requires accountability. When an error slips through our verification process, we correct it transparently rather than silently overwriting the text.

Readers who identify a factual discrepancy, mathematical error, or dead link can notify us directly via our verified social channels linked on the site. When a valid correction is received:

• We re-examine the claim against the original primary sources.
• We update the article text to reflect the verified fact.
• We append a dated correction note to the article explaining what was incorrect and when it was updated.