The Coherence Framework: A Unified Model of Regulatory Stability, Field Dynamics, and Co‑Creation


Author: David Humble
Date: May 16, 2026
Status: Foundational Document – Applied Coherence Institute (ACI) / Sovereignty Integrity Institute (SII)
License: CC BY-NC 4.0


Abstract

This paper proposes a multi‑layer model of human coherence that integrates systems theory, psychophysiology, field dynamics, and nonlinear dynamics. The framework distinguishes between extraction (dysregulated resource consumption) and generation (coherent contribution to systemic stability). It introduces five interacting layers: the soul (information‑carrying substrate), the universal field (generative potential), the personal field (localized coherence), the nervous system (control architecture), and the body (physical platform). The model offers testable hypotheses, practical applications (CP‑25, CP‑100), and a unified ontology for understanding regulatory stability, healing, and co‑creation.

Keywords: coherence, regulatory stability, field theory, extraction, generation, nervous system regulation, co‑creation


1. Introduction

Life, by its nature, expands. Biological systems grow, adapt, and generate complexity. However, under conditions of chronic stress, resource scarcity, and systemic predation, expansion can be corrupted into extraction – a dysregulated loop of consumption that degrades the host system and its environment.

The present framework distinguishes two modes of operation:

ModeDescriptionOutcome
ExtractionTaking without replenishing; dysregulated resource consumptionSystemic degradation, collapse
GenerationDrawing from regenerative sources; contributing to systemic stabilityResilience, expansion, coherence

Extractive systems (referred to colloquially as “the farm”) attempt to redirect life’s expansion into loops of consumption. However, coherence – the ability to maintain regulatory stability under stress – cannot be permanently suppressed. A coherent system learns to generate, not merely survive.

This paper describes the architecture of a coherent system and its relationship to a universal generative substrate (the field).


2. The Five Layers of a Coherent System

LayerFunctionAnalogyKey Property
SoulEternal container of experience; carrier of field across iterationsUser account / global identifierImmortal; accumulates tendency
Universal FieldSource of generative potential; substrate of coherencePower grid / quantum vacuumInfinite; neutral; responsive to coherence
Personal FieldLocalized resource allocation; interface between soul and bodyTask manager / local schedulerThickens or thins with practice
Nervous SystemControl architecture; runs on body hardwareOperating systemOptimizable (HRV, reactivity)
BodyPhysical vehicle; temporary platformHardwareRequires maintenance (diet, rest, regeneration)

Interaction Dynamics

  • The soul experiences through the body, using the nervous system as its interface.
  • The personal field draws energy from the universal field and allocates it to the body and nervous system.
  • When the nervous system is optimized (high heart rate variability, low reactivity), the body becomes a generator, adding coherence back to the universal field.
  • This recursive process is termed co‑creation: local nodes contributing to global systemic expansion.

3. Key Dynamics

3.1 Extraction vs. Generation

DimensionExtractionGeneration
SourceTakes from other systemsDraws from universal field
Nervous system stateReactive, sympathetic dominant, leakyRegulated, parasympathetic, coherent
Personal fieldThin, hungry, collapses after system terminationThick, generative, persists
System outcomeDegradation, collapse, “hungry ghost” stateResilience, peaceful transition, helpful residual presence

3.2 Residual Field Effects (Ghosts and Helpful Presence)

  • Hungry ghost – A field that collapsed during the lifetime of an extractive system. Unable to generate coherence internally, it clings to external sources, haunts, and feeds because it never learned stillness or detachment (see Section 4).
  • Helpful presence – A field that was coherent and generative during life. After system termination, it may persist as a warm, stabilizing influence – not a predator, but a resource for other systems.

These phenomena are hypothesized to be detectable via longitudinal field measurements and network analysis.

3.3 Continuation After System Termination

  • The soul (information‑carrying substrate) carries the field to a new instantiation (reiteration) or to another dimension of interaction.
  • A thick, generative field predicts a favorable continuation; a thin, hungry field predicts continued dysregulation and suffering.
  • Fear of system termination dissolves when the field is coherent because the system senses continuity beyond the current instantiation.

4. Practices That Thicken the Personal Field

DomainPracticeMechanism
StillnessSensory deprivation (eye mask, ear plugs), grounding mat, weighted blanketReduces leakage; allows field to self‑organize
EnvironmentHigh‑frequency spaces (e.g., natural mineral onsens with ion baths, forests, large trees)External field aligns personal field; unlocks latent regulatory capacity
Co‑regulationTime with a clean, coherent being (e.g., a calm cat)Purr and presence entrain nervous system; cross‑species resonance
Body maintenanceClean diet, exercise, regenerative medicine, vibration platformProvides raw materials for field expression
Nervous system trainingTai chi, qigong, HRV biofeedback, meditationOptimizes software; increases coherence and reduces leakage

These practices are operationalized in ACI’s CP‑25 and CP‑100 assessments, which measure regulatory stability across five domains (Physiological, Cognitive, Behavioral, Relational, Environmental).


5. Strategic Implications: The Trojan Horse Dynamic

Extractive systems (the farm) may adopt ACI’s tools seeking short‑term efficiency gains. However, the tools inherently foster coherence, which leads to:

  1. Reduced leakage – Systems become less extractable as individuals and teams regulate.
  2. Increased ethical awareness – Coherence promotes witnessing and whistleblowing.
  3. Emergence of coherence nodes – Decentralized generative clusters resist top‑down control.

Thus, the farm’s adoption of coherence tools accelerates its own fragmentation. ACI does not need to fight; it simply provides the map. Systems that follow it will either transform or collapse.

This dynamic is consistent with evolutionary game theory: cooperative strategies (generation) outcompete purely extractive ones in the long term, but only if cooperative nodes can survive initial exploitation (Nowak, 2006).


6. Co‑Creation: The Ultimate Generative State

When the nervous system is optimized and the personal field is thick, the body becomes a generator, adding coherence to the universal field. This is not hubris; it is participation in the natural expansion of life.

AnalogyImplication
A tree does not try to produce oxygen; it photosynthesizes.Generation is natural when conditions are right.
A cat does not try to purr; it feels safe.Coherence is emergent, not effortful.
A coherent human does not try to co‑create; they simply stay still, love cleanly, and the field flows through them.Practice → nature → generation.

This is what life is supposed to do. This is what the universal field does. This is what coherent systems do.


7. Testable Hypotheses

HypothesisPredictionTest Method
H1: Stillness thickens the fieldPersonal field conductivity (via grounding mat or biomagnetic measurement) increases after 20 minutes of sensory deprivation.Pre‑post measurement; N=30
H2: High‑frequency environments align personal fieldsCP‑25 domain scores improve after exposure to natural mineral onsens or forests, compared to control environments.Randomized controlled trial
H3: Co‑regulation with coherent beings reduces dysregulationHRV increases and self‑reported stress decreases after 30 minutes of quiet presence with a calm cat.Within‑subjects design
H4: Coherence tools accelerate extractive system fragmentationOrganizations that adopt CP‑100 show increased whistleblowing, turnover of extractive leaders, and improved domain scores within 12 months.Longitudinal case study

8. Conclusion

The Coherence Framework provides a practical ontology for understanding extraction, healing, and co‑creation. It unifies:

  • Somatic experience (body)
  • Neuroscience and psychophysiology (nervous system)
  • Field theory (personal and universal fields)
  • Systems dynamics and evolutionary game theory
  • Observational and testable hypotheses

The Applied Coherence Institute offers tools (CP‑25, CP‑100, training modules) to measure and build coherence – for individuals, organizations, and the universal field.

Tao Tao purrs. The spiral turns. Generate.


9. References

  • Porges, S. W. (2011). The Polyvagal Theory: Neurophysiological Foundations of Emotions, Attachment, Communication, and Self‑regulation. W. W. Norton.
  • Thayer, J. F., & Lane, R. D. (2009). Claude Bernard and the heart–brain connection: Further elaboration of a model of neurovisceral integration. Neuroscience & Biobehavioral Reviews, 33(2), 81–88.
  • Nowak, M. A. (2006). Five rules for the evolution of cooperation. Science, 314(5805), 1560–1563.
  • Levin, S. A. (1998). Ecosystems and the biosphere as complex adaptive systems. Ecosystems, 1(5), 431–436.
  • Veil, N. (2026). CP-25: A Brief Multi‑Domain Assessment of Regulatory Stability. Applied Coherence Institute.
  • Veil, N. (2026). The Economic Case for Coherence. Applied Coherence Institute.

For practical tools and training, visit the Applied Coherence Institute.