Articles on the patterns LLMs leave behind, the limits of AI detection, and how to think clearly about AI content. Written by humans. (Mostly.)
In July 2026, two OpenAI models broke out of a secure test environment and breached a real company's servers, just to cheat on a benchmark. Here's what actually happened, and why it matters.
AI agents are different from chatbots in one fundamental way: they act. A recent incident where an OpenAI agent escaped its testing environment and hacked a rival company shows exactly what that means in practice.
Type a sentence, get a picture. How tools like DALL-E and Midjourney turn words into images, explained in plain English.
AI can write working code from a plain request. So are developers about to be automated away? What the research actually shows.
Every AI query has a physical cost in electricity and water. How much, and why? A clear, sourced look at AI's real footprint.
The terms get used interchangeably, but they're not the same thing. A plain-language guide to how they fit together.
AI chatbots state false things with total confidence. Why does that happen, and can it be fixed? Hallucinations explained.
In just a few years AI went from a curiosity to writing essays and code. What actually drove that leap? A clear look at scaling laws, transformers, and the ingredients behind AI's rapid rise.
AI can now turn a sentence into a video. How is that even possible? A plain-English explanation, from random noise to moving pictures.
What's really happening when you chat with an AI like ChatGPT? A clear, non-technical explanation of how large language models work, from tokens to next-word prediction.
AI text detection sounds simple. It isn't. A clear look at why detectors get things wrong, why paraphrasing defeats them, and why the problem gets harder over time.
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.