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January 13, 2026

Refusal Under Non‑Identifiability – A Recovery‑Based Framework for Stability Measurement

Introduction Stability and resilience metrics are widely used to characterize complex systems in fields such as physiology, ecological monitoring, infrastructure, and machine learning.In many implementations, stability estimates are emitted even when the underlying dynamics cannot be uniquely inferred from observations.This creates a structural problem: numerical estimates are produced even when…

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