Phase II: Empirical Validation Protocol (Ecological Homeostasis)
Year: 2026
Type: article
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
Authors: Smith, John Richard, SHAI / HATI
Language: English
Topic: Complex Systems and Dynamics
Subfield: Statistical and Nonlinear Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7130833172
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