Articles on the patterns LLMs leave behind, the limits of AI detection, and how to think clearly about AI content. Written by humans. (Mostly.)
A grounded comparison of the major AI detection tools — GPTZero, Originality.ai, Copyleaks, Turnitin, and ZeroGPT. What they each do well, where they fail, with cited data and honest tradeoffs.
A practical guide to checking whether an image was made by AI. How Content Credentials work, why pixel-based detectors get it wrong, and the fastest way to verify any image yourself.
No funding, no model, just volunteers who read a lot and noticed the same things over and over. The story of WikiProject AI Cleanup and the guide that powers modern AI detection.
Most AI detection tools give you a percentage and walk away. Here's what's actually happening behind those numbers, and why a single score is the wrong way to think about AI writing.
AI writing has a tell. Actually, it has about sixteen of them. Here's what to look for, why each one happens, and how to tell the difference between an AI draft and a human writer who just likes em dashes.