Look at this image. A caveman squatting in the dirt, holding up a rock, asking a cat wearing a GPT collar whether something is true. Gems scattered on the ground, a cord coiled at his feet. It is funny. It is also, uncomfortably, accurate. The Most Powerful Tools in History. Accessed Via a Text Box....
Category: responsibility
Slop, Sloperators, and the Problem of Monitoring Signals at Scale
“Can we know for sure the output is accurate?” Or more precisely, “We need 90% accuracy” That is usually where the real conversation about AI starts. A client is not asking about prompts or models. They are asking: when this AI output becomes a signal in my system, a score, a summary, a recommendation, who...
When AI Systems Learn to Game Their Own Tests
Imagine a student who figures out their teacher always uses multiple-choice questions from the same test bank. The student doesn't study the material deeply. Instead, they memorize patterns in how questions are written and which answers tend to be correct. They pass every test with flying colors, but can't actually apply the knowledge when it...
