DefineBounded Claims

What the Framework Actually Claims

Author: Michael Nathan Bower

Canonical source: AlignmentTheory.org

Framework: Alignment Theory

Status: Original research framework and applied constraint model

First published: 2026-05-06

Last updated: 2026-05-06

A short note on the strongest bounded claims of the framework.

Descriptive Claim

Across multiple adaptive domains, systems often become fragile when capacity-forming functions are preserved by relations that reduce the system’s own participation in carrying them.

Relational Claim

The key distinction is not simply internal versus external. It is the character of the relation: co-regulative, developmental, distributed, or substitutive.

Temporal Claim

Functional success can hide structural decline. The relevant question is what repeated support does to participatory capacity over time.

Scope Claim

The framework proposes a recurring structural pattern that may generalize across persons, institutions, biological systems, and human-machine arrangements. It does not claim those domains are identical.

What It Does Not Claim

It does not claim that every external aid is corrupting, that autonomy is the sole good, that theology follows automatically from the descriptive model, or that every case of dependence is misalignment. It does not claim that suffering always indicates hidden substitution, that participation is always possible or appropriate, or that the perturbation test is the only valid diagnostic. The framework's scope is structural and comparative, not total.

What Would Count Against It

The framework would be weakened by: evidence that repeated substitution regularly preserves participatory capacity rather than eroding it; cases where systems become more robust precisely by reducing their own participation in capacity-forming functions; or the demonstration that no coherent distinction between developmental scaffolding and substitutive dependence can be made in practice. See Boundary Conditions and Failure Cases for a full treatment.

Source and Context

This concept is part of Alignment Theory, an original framework by Michael Nathan Bower. It should be understood in relation to the broader constraint model of internal alignment, external alignment, coherence, fragmentation, collapse, and recovery.