How AI Detectors Actually Work (and What Your Score Really Means)

by Steve Morgan — An AI detector runs a trained classifier over your text and estimates how closely its statistical patterns match writing produced by AI…

Medium·12h ago

Five Caught Cases Don’t Make a Good Fraud Detector

by Gavriliuc Vlada — A US Department of Labor notice asks vendors to “show us an employer trying to game the system.” I ran some numbers on what a demo like…

Towards AI·3d ago

Our new AI image detector, tested on 19 brand-new generators

by Patrick Gerard — An open benchmark with the newest image and video models, and how our detector does on it

Medium·5d ago

I Rebuilt an AI That Spots Crypto Heists Before They Happen. Then I Took Away Its Answers.

by Tevž Bijol — Replicating LookAhead, a detector that flags DeFi attack contracts the moment they’re deployed, and testing whether it still works without…

Medium·Nov 1

My npm malware detector scored 0.999. Then it met real uploads.

by Syed Muhammad Hassan Raza — On random fresh npm packages it flagged 1 in 6, mostly for one reason: no README. How I found that shortcut, and the fix that worked.

Medium·Oct 30

Copyleaks vs ZeroGPT: Which is Better?

GPTZero·Oct 22

Phishing Website Detection with Machine Learning: A Step-by-Step PySpark Guide

by Mala Deep — A step-by-step guide to building a fake-domain detector with PySpark, MLlib and Tableau, using 11,430 real URLs. My best model hit 96%…

Towards AI·16h ago

AI Detector Said My Writing Was 100% AI. But the Story Was Mine

by Karina Maburova — What happens to authorship when the ideas, experiences, and emotions are yours, but a machine helps you express them in another language?

Write A Catalyst·3d ago

I Asked Claude Opus 5 to Beat Pangram’s AI Detector. It Failed with A Perfect Score

by Bj Beyond — On September 7, 2026, I published a Substack note with the result placed where nobody could miss it:

Medium·5d ago

Grammarly AI Detector Review: 99.5% on RAID, Users Report False Flags

by Mücahit Kaya — Grammarly’s AI detector is the free AI-content checker at grammarly.com/ai-detector, made by Grammarly, which is part of Superhuman, Inc…

Medium·Nov 1

Explainability & Clinician‑in‑the‑Loop: Bottlenecks Holding Back AI in Dermatology

by Jamesmutegeki — When a skin lesion detector can “see” but can’t “explain,” physicians stay on the sidelines.

Medium·Oct 29

Justdone AI Review: Testing AI Detector, Humanizer, and More

GPTZero·Oct 22

Best AI Detectors in 2026: 10 Tools Ranked by How Rarely They Accuse Real Writers

Memeburn·2d ago

How We Built NASA's Zero-Shot Detector for Gas Leaks from Space

by Vít Růžička — We trained one model on methane. Without retraining, it also maps carbon monoxide, ammonia and nitrogen dioxide plumes, including the first automated CO detections from NASA’s EMIT. The post How We...

Towards Data Science·4d ago

ZeroGPT Review (2026): Accuracy, False Positives & Pricing

by Mücahit Kaya — ZeroGPT (zerogpt.com) is a browser-based AI text detector run by Olive Works LLC, a Wyoming company that trades as ZeroGPT. You paste a…

Medium·6d ago

30 Hours, One Laptop, and a Scam-Call Detector

by Yadunandan singh — Imagine your phone rings and it’s your brother’s voice. He sounds panicked, he’s in trouble, and he needs money right now. Except it isn’t…

Medium·Nov 1

Why a 99% Accurate AI Fraud Detector Can Still Be Wrong

by Zayd Islam — Bayes' Theorem explained through an animated probability experiment

Towards AI·Oct 24

We Misunderstood AI Neurons for Years

by Tanmay Bansal — Why the most famous mixed-up circuit in machine learning turned out to be a simple geometry detector.

Artificial Intelligence in Plain English·Oct 22