This document presents a single structural constraint that provides explanatory compression across mathematics, physics, fluid dynamics, computation, biology, and consciousness. This is not a new physical law, but a recognition that all stable structures share one property:

They can refer to themselves recursively without accumulating distortion across scales.

This is not metaphor. It is the mathematical condition for existence.

Title: A Structural Constraint That May Explain (Almost) Everything [pdf]