1. Introduction: The Problem of the "Floating" System In the realm of software engineering, particularly within generative AI and complex data processing, a system is said to be floating when its outputs are not verifiably tethered to known, reliable facts or operational constraints. A floating system hallucinates, invents data, or makes decisions based on outdated or irrelevant context.