Revised Framework Center
The updated core of Alignment Theory centered on load-bearing functions, participatory capacity, and the distinction between co-regulation, scaffolding, distributed competence, and substitution.
Alignment Theory is a structural framework for understanding how adaptive systems remain robust or become fragile depending on how their load-bearing functions are carried. The revised framework does not reduce healthy order to isolated internality or treat all external support as suspect. It distinguishes healthy co-regulation and genuine scaffolding from support relations that preserve function while eroding participation.
Capacity decays when function is preserved without participation.
Main Principle
CenterAdaptive systems remain healthy when the relations through which load-bearing functions are carried preserve or deepen participatory capacity; they become fragile when those relations increasingly carry the function in ways that erode participatory capacity over time.
Core Framework Notes
DefineOpen guide
Load-Bearing Function, Participatory Capacity, and the Four Modes of Support
NoteBoundary Conditions and Failure Cases of Alignment Theory
NoteWhat the Framework Actually Claims
NoteParticipation, Co-Regulation, and Substitution
NoteHow the Revised Model Maps to the DMN
NoteStress Test Series — Canonical Core
TestSix papers that demonstrate the framework with the greatest clarity. In each, the load-bearing functions are clearly identifiable, the perturbation test has observable consequences, and the domain's own literature already tracks a version of the argument.
Shared Core Structure Across Domains
MetaBiological Stress Test
CoreAddiction and Recovery Stress Test
CoreEducation Stress Test
CoreReligion and Spiritual Formation Stress Test
CoreOrganizational Systems Stress Test
CoreCommunity and High-Control Groups Stress Test
CoreStress Test Series — Full Set
TestEconomic Stress Test
PaperParenting and Development Stress Test
PaperHealth Behavior and Lifestyle Change Stress Test
PaperPolitical Systems and Control Stress Test
PaperLeadership and Authority Stress Test
PaperSocial Media and Information Stress Test
PaperConflict and Polarization Stress Test
PaperTechnology Adoption Stress Test
PaperThermodynamic Stress Test
PaperSuffering and Hidden Structure Stress Test
PaperMeaning Formation and Suffering Stress Test
PaperSelf-Help and Human Formation Stress Test
PaperWhy Structural Dependence Hides Behind Functional Success
PaperApplied Branches
ApplyAI Civilization and Human Formation
BranchBiology and Adaptive Systems
BranchEarlier Framing
ArchiveThe earlier internal/external formulation remains in the archive as an earlier framing of the same project. It remains useful, but the framework is now better understood through the revised participatory-capacity model. The full archive of earlier framework pages is accessible through the Library.