AI audit publications
The Sentence That Promises More
Every sentence in the product presentation seems perfectly reasonable. The new AI system speeds up case handling by forty per cent, reduces errors, supports fairer decisions, and complies with European regulation. The slides are elegant, the charts all move upward, and the footno...

Recognition Is Not Proof
It is after two in the morning. Someone notices a pattern linking problems that had previously seemed unrelated. At first the idea is merely interesting. Then it begins to fit more cases than expected. They describe it to a language model. The response is orderly, enthusiastic an...

When AI Agrees Too Beautifully
During a long evening conversation, someone uploads twenty pages of notes about a new theory. The question is not which parts can be tested. It is whether the framework has indeed brought several old problems into a single structure. The answer is courteous. It highlights origina...
