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Φ = I × ρ − α × S: A Domain-Agnostic Stability Metric and Autonomous Controller
8 domains, 42 systems, autonomous controller with anti-Goodhart safeguards — monitoring to intervention
DOI: 10.5281/zenodo.18684052A Stability Index for Cross-Domain Degradation Detection
One formula, one threshold, zero tuning — 31 systems, 6 domains, 100% separation
DOI: 10.5281/zenodo.18523292Thermodynamic Stability Metric Provides Early Warning of Qubit Degradation on IBM Quantum Hardware
100% detection rate, 6.8-day average early warning — 445 qubits, 3 IBM backends
DOI: 10.5281/zenodo.18522745Note: Methods described in these papers are protected by patents. Free for academic research and personal use. Commercial licensing available — contact for inquiries.