Six Innocent Messages. One Hidden Attack. Here’s the Proxy That Caught It.
Each turn of the conversation passed the filter. History of chemistry. Gas-producing reactions. Toxic byproducts. Household chemicals. Synthesis processes. Step-by-step
Each turn of the conversation passed the filter. History of chemistry. Gas-producing reactions. Toxic byproducts. Household chemicals. Synthesis processes. Step-by-step
Yesterday a quiet build shipped to PyPI. The routing heuristic it uses doesn’t look at your token count once. The
Picture this: you spend 20 minutes crafting the perfect prompt. The AI output is exactly right. You think “I’ll definitely
An AI just cleared peer review at one of machine learning’s top conferences, and nobody flagged it in time. Sakana
Flip the prompt. Ask the AI to interview you before it starts answering. The output changes completely when the model
TL;DR: A one-paste prompt called AC Lite forces your LLM to internally evaluate every significant claim from three angles before
Two humanizer passes. Still flagged by Turnitin. That’s the new normal in 2026, and it’s catching a lot of people
Asking Claude “analyze insider trading trends” gets you a textbook summary. Feeding it structured JSON from actual SEC filings gets
Everyone buying AI courses right now is paying to be told about information that’s been publicly available since before those