Editorial policy

Guides on this site carry the byline Risk With Context editorial. This page explains what that means.

How guides are written

Guides are drafted with the help of AI, from published sources that are listed at the end of each guide. Every figure in a guide is tied to a source, and each claim is checked against the source text before the guide can be published.

How guides are checked

Before a guide goes live, automated checks confirm that its sources support its claims, that it makes no claims about anyone's personal experience, and that it contains no unfinished text. Guides that fail are not published.

What the byline does not mean

A guide with this byline has not been personally reviewed by Mo Elgummi. When a guide is personally reviewed, it says so on the page.

Corrections

To report an error, use the contact page. Corrected guides show an updated date.