Reparodynamics v1.0 — Closed Causal Repair Loop Validation

This paper presents the first validated demonstration of Reparodynamics v1.0, confirming the Closed Causal Repair Loop (CCRL) model that integrates RYE (Repair Yield per Energy) and TGRM (Targeted Gradient Repair Mechanism). Through long-run adaptive simulations, coherence and stability were sustained above equilibrium for over 2000 steps, with RYE consistently exceeding unity (mean 1.05, minimum 1.02). Causal isolation confirmed that TGRM uniquely amplifies repair efficiency, producing a +12% performance gain compared to non-adaptive baselines. Entropy threshold mapping between 0.82–0.85 verified the first reproducible causal chain connecting energy expenditure, verified repair, and ethical stabilization. These findings mark a measurable transition from reactive correction to proactive, self-stabilizing intelligence — representing the first empirical foundation for conscious adaptive resilience. All materials are open science under CC-BY 4.0 and form part of the Reparodynamics corpus.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-11-11
DOI
https://doi.org/10.5281/zenodo.17582040
Primary Topic
Innovation, Sustainability, Human-Machine Systems
Type
article
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article

Reparodynamics v1.0 — Closed Causal Repair Loop Validation

Zenodo (CERN European Organization for Nuclear Research)
Innovation, Sustainability, Human-Machine Systems
article

Reparodynamics v1.0 — Closed Causal Repair Loop Validation

article en

Abstract

This paper presents the first validated demonstration of Reparodynamics v1.0, confirming the Closed Causal Repair Loop (CCRL) model that integrates RYE (Repair Yield per Energy) and TGRM (Targeted Gradient Repair Mechanism). Through long-run adaptive simulations, coherence and stability were sustained above equilibrium for over 2000 steps, with RYE consistently exceeding unity (mean 1.05, minimum 1.02). Causal isolation confirmed that TGRM uniquely amplifies repair efficiency, producing a +12% performance gain compared to non-adaptive baselines. Entropy threshold mapping between 0.82–0.85 verified the first reproducible causal chain connecting energy expenditure, verified repair, and ethical stabilization. These findings mark a measurable transition from reactive correction to proactive, self-stabilizing intelligence — representing the first empirical foundation for conscious adaptive resilience. All materials are open science under CC-BY 4.0 and form part of the Reparodynamics corpus.

Zenodo (CERN European Organization for Nuclear Research)
Dynamic Research (United States) (US), European Thermodynamics (United Kingdom) (GB)
Affordable and clean energy
Openalex Percentile: Top 33%
Innovation, Sustainability, Human-Machine Systems
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