Brett THE BIRD

My zenodo doi link: https://doi.org/10.5281/zenodo.17613321 Motivation behind Bird's Law. A lot of processes in physics, ai system, computation, Ai systems, and numerical methods are not linear flows. They are *Two-Phase Recursive Loops*. They iterate foward through a expansion process, then returns through a contraction or update step that is mentat...

# **Bird’s Law: A Recursive Closure Invariant for Dual-Phase Systems** *By Brett L. Bird* *Independent Researcher* Supporting Documents: https://doi.org/10.5281/zenodo.17613321 --- ## **1. Motivation** Many processes in physics, computation, AI systems, and numerical methods aren’t linear flows — they are **two-phase recursive loops**. They iterate forward through an expansion process, then...