Core Concepts
Start with participatory capacity, load-bearing functions, and the four structural states. The center of the theory.
Constraint Framework
A framework for coherence, overload, fragmentation, collapse, and recovery across human and artificial systems.
The diagnostic structure of alignment, drift, and realignment across human systems and AI.
The left column traces the core trajectory of alignment and misalignment. The center columns show the structural functions and theological parallels that have played out across history. The right column translates each step into its modern/AI equivalent. AI does not appear until step 9 — the first eight steps describe human formation, institutional drift, and why external constraint fails. This is the single-page summary of the entire framework. All other pages on this site interpret or measure pieces of this map.
Start with participatory capacity, load-bearing functions, and the four structural states. The center of the theory.
Walk through six canonical stress tests where the pattern appears: biology, addiction, education, community, religion, and organizational systems.
How the framework becomes behavioral QA for production AI systems through PCPI v5, MAI, and the Babel equation.