Skip to content

Detectors Humanizers Classroom

LabOur testing methods, experiments, and the fine print behind every score.OpinionArguments, provocations and the occasional rant.All storiesEverything we have published, newest first.

Start the day here

The Em Dash Didn’t Do Anything Wrong
Perplexity, Burstiness, and the Myth of the Machine Fingerprint
Falsely Accused of Using AI? Here’s What to Do in the First 48 Hours
Your Essay Isn’t a Robot. Neither Is the Constitution.
Inside the Humanizer Economy
Should Universities Just Turn the Detectors Off?
Paraphrase, Rinse, Repeat: What a Humanizer Actually Does to Your Sentences

The Em Dash Didn’t Do Anything Wrong
Perplexity, Burstiness, and the Myth of the Machine Fingerprint
Falsely Accused of Using AI? Here’s What to Do in the First 48 Hours
Your Essay Isn’t a Robot. Neither Is the Constitution.
Inside the Humanizer Economy
Should Universities Just Turn the Detectors Off?
Paraphrase, Rinse, Repeat: What a Humanizer Actually Does to Your Sentences

Your reading list · this device only

Saved

Nothing saved yet.

Hit “Save” on any story and it lands here. Nothing is sent anywhere — it lives in your browser.

The Friday Verdict · Weekly

One email. Every flag, false positive and fresh bypass trick worth knowing.

Email address

Free. No spam. Unsubscribe with one click.

Every detector is a guess. Every humanizer is a bet. We read the fine print on both.

Sections

Detectors Humanizers Classroom Lab Opinion

Site

All stories Saved About Send a tip

Follow

© 2026 DetectionGuide. Independent — not affiliated with any detector or humanizer vendor.

Written by humans. Probably.

detectionguide

Sections

01DetectorsHow AI detectors work, where they fail, and who trusts them anyway.02HumanizersThe tools that promise to make machine text pass as human — and what they really do.03ClassroomStudents, teachers, and the integrity policies being written in real time.04LabOur testing methods, experiments, and the fine print behind every score.05OpinionArguments, provocations and the occasional rant.

All stories Saved About RSS

The arms race between the machines that write and the machines that judge.

esc

No stories match that. Try “false positive” or “watermark”.

↑↓ to move↵ to open/ to search anywhere