The review desk
Better questions.
Better content checks.
Practical reading for editors, publishers and curious people. Learn what the tools measure, what they miss, and what to do next.
Each guide includes a worked example and links to primary sources. Examples are labeled; they are not accuracy tests or verified accusations.
Field note 01 · November 4, 2026
Why AI detectors disagree
A result is a model assessment. Learn what to compare when two tools tell different stories.
Read the guide →Field note 02 · November 4, 2026
How to check an image for AI
Separate a detector score, file metadata and source history before deciding what to publish.
Read the guide →Field note 03 · November 4, 2026
How to check webpage text for AI
Retrieve one page, inspect what was extracted, and choose what to send for screening.
Read the guide →New to the tools? Start with the four-step editorial checklist.