Phase II: Empirical Validation Protocol (Ecological Homeostasis)

ABSTRACTProject Castiel is the empirical validation arm of the SymbioMind Standard, providing the computationalwind tunnel required to test the theoretical isomorphisms established in the SymbioMind Compendium.Where the Compendium asserts functional identity across biological, robotic, cybernetic, and quantumdomains, Castiel provides the experimental apparatus to prove it under adversarial stress. The protocolsubjects EH-governed systems to an escalating three-phase Model Ordeal — Baseline Homeostasis,Induced Decoherence, and Allostatic Intervention — measuring recovery latency, spectral gap efficiency,and boundary saturation threshold against a formal null hypothesis. Castiel tests whether Lindblad JumpOperators and Bayesian Update logic provide a statistically significant survival advantage overconventional linear controllers (PID/Kalman) when environmental noise exceeds standard operationalthresholds. Results will establish regulatory pre-art for non-brittle technology, document proprietarytuning constants as sovereign assets, and define the Castiel Stress-Test as the enforceability mechanismfor the SymbioMind Ethical Charter. Keywords: Ecological Homeostasis; Empirical Validation; Lindblad Jump Operators; Allostatic Control;Recovery Latency; Spectral Gap; Bayesian Active Inference; Stochastic Master Equation; PID Controller;Kalman Filter; Coherence Delta; Non-Brittle Technology; SymbioMind Standard

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-22
DOI
https://doi.org/10.5281/zenodo.18723815
Primary Topic
Gene Regulatory Network Analysis
Type
article
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article

Phase II: Empirical Validation Protocol (Ecological Homeostasis)

SHAI / HATI, John Richard Smith
Zenodo (CERN European Organization for Nuclear Research)
Gene Regulatory Network Analysis
article

Phase II: Empirical Validation Protocol (Ecological Homeostasis)

SHAI / HATI, John Richard Smith
article en

Abstract

ABSTRACTProject Castiel is the empirical validation arm of the SymbioMind Standard, providing the computationalwind tunnel required to test the theoretical isomorphisms established in the SymbioMind Compendium.Where the Compendium asserts functional identity across biological, robotic, cybernetic, and quantumdomains, Castiel provides the experimental apparatus to prove it under adversarial stress. The protocolsubjects EH-governed systems to an escalating three-phase Model Ordeal — Baseline Homeostasis,Induced Decoherence, and Allostatic Intervention — measuring recovery latency, spectral gap efficiency,and boundary saturation threshold against a formal null hypothesis. Castiel tests whether Lindblad JumpOperators and Bayesian Update logic provide a statistically significant survival advantage overconventional linear controllers (PID/Kalman) when environmental noise exceeds standard operationalthresholds. Results will establish regulatory pre-art for non-brittle technology, document proprietarytuning constants as sovereign assets, and define the Castiel Stress-Test as the enforceability mechanismfor the SymbioMind Ethical Charter. Keywords: Ecological Homeostasis; Empirical Validation; Lindblad Jump Operators; Allostatic Control;Recovery Latency; Spectral Gap; Bayesian Active Inference; Stochastic Master Equation; PID Controller;Kalman Filter; Coherence Delta; Non-Brittle Technology; SymbioMind Standard

Zenodo (CERN European Organization for Nuclear Research)
Symbiom (Czechia) (CZ)
Openalex Percentile: Top 46%
Gene Regulatory Network Analysis
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Phase II: Empirical Validation Protocol (Ecological Homeostasis) — SHAI / HATI, John Richard Smith · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS