Gizmet

Firstly, I am new here, but I have no where else to go to talk about my thoughts. I have been slowly building a theoretical framework and now I need some real dialogue around it. I am hoping I have found the right place!. The main idea is as follows......

I’ve been exploring a hypothesis that might explain a persistent puzzle in large language models — why they hallucinate so confidently, even when trained on vast, high-quality data. The core idea is what I’m calling velocity bias — a systematic distortion that arises when models learn from virality-optimized information ecosystems....