Implementation Guide: The Mechanical Measurement Framework For AI Systems, Quantum Computing, and Human-Centric Research

A mechanical universe requires mechanical units of measurement. This guide provides implementation specifications for adopting the AU–TU–GU spatial hierarchy and its native dynamical constants across three operational domains: artificial intelligence systems, quantum computing platforms, and human researchers. It addresses data architecture, conversion protocols, computational methods, and cognitive frameworks for replacing velocity-time hybrid units with structural spatial units at every scale from planetary to intergalactic.