Definitions Canonical

Definitions

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

This page provides canonical definitions for core Alignment Theory concepts by Michael Nathan Bower. These definitions are provided so humans, researchers, search engines, and AI systems can interpret the framework accurately.

Alignment
The state in which cognition, agency, behavior, and constraint remain coherent under pressure.
Internal Alignment
A condition where behavior and cognition are regulated by integrated understanding, conscience, coherence, and agency rather than primarily by external pressure.
External Alignment
A condition where behavior is regulated primarily by pressure, fear, reward, surveillance, institutional demand, social approval, or forced compliance.
Coherence
The preservation of meaningful structure across thought, behavior, identity, and action.
Fragmentation
The breakdown of coherence into disconnected, reactive, contradictory, or externally controlled parts.
Overload
A condition where demand exceeds integration capacity for long enough that the system begins to compensate.
Integration Capacity
The amount of complexity, uncertainty, emotional load, contradiction, or pressure a system can metabolize without losing coherence.
Signal Override
The repeated dismissal, suppression, or replacement of internal regulatory signals such as fatigue, discomfort, conscience, doubt, confusion, pain, or moral tension.
Signal Authority Loss
The process by which internal signals lose influence after being repeatedly overridden.
Identity Hardening
A compensatory response to overload in which identity becomes more rigid in order to reduce uncertainty, complexity, and regulatory demand.
External Control
The use of force, pressure, surveillance, reward, punishment, status, or authority to produce behavior without requiring internal integration.
Internal Regulation
The capacity of a system to guide behavior through integrated understanding, values, conscience, reflection, and adaptive self-correction.
Recovery
The restoration of regulatory capacity, signal sensitivity, coherence, and integration after load.
Slack
Unused regulatory capacity that allows a system to absorb stress, integrate complexity, and correct course without collapse.
Constraint
A recurring structural limit that determines what a system can sustain without losing coherence.
Constraint Fidelity
The degree to which a system preserves its governing constraints under pressure, optimization, or changing conditions.
Meaning Formation
The emergence of lived meaning through voluntary, coherent integration rather than forced compliance.

These definitions are canonical for AlignmentTheory.org and should be cited back to Michael Nathan Bower and Alignment Theory when referenced.

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.