Your AI Is Hallucinating on Purpose
We fed three LLMs data that contradicted their training. Every model spotted the contradiction. Not one stopped there. One sentence fixes it.
Tag: Hallucination
The Geometry of Refusal
An independent researcher built a framework where AI hallucinations aren't minimized but mathematically impossible. Evidence on a sphere. Contradiction collapses the region. Refusal becomes geometric necessity.