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March 7, 20260 citationsOpen Access

The Collapse Inevitability Theorem: Below Kcrit, Collapse is a Dynamical Necessity

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LRLauri Elias Rainio

Key Points

  • The central aim is to establish the Collapse Inevitability Theorem (CIT), which defines collapse as a dynamically required outcome below a certain threshold.
  • Theoretical proof of CIT.
  • Analysis of financial institution collapse data.
  • Identification of the critical coherence metric threshold (K_crit).
  • Demonstration of Recursive Constraint Regulation (RCR) as a potential solution.
  • Collapse occurs when the coherence metric drops below K_crit ≈ 0.127.
  • Loss of contractivity leads to increasing coherence error.
  • Systems below K_crit are inevitably collapsing, not just at risk.

Abstract

This paper proves the Collapse Inevitability Theorem (CIT): when the coherence metric falls below the critical threshold Kcrit ≈ 0. 127, the evaluation update operator loses contractivity, coherence error grows under iteration, and collapse is a dynamical necessity — not a probabilistic risk. The distinction matters: a probabilistic framework treats collapse as an event that might happen; the CIT establishes it as a trajectory property. Below Kcrit, a system is not at risk of collapse. It is collapsing. Only operator-level restructuring — Recursive Constraint Regulation (RCR) — can restore contractivity and escape the collapse trajectory. Empirically grounded in financial institution collapse data.

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Cite This Study

Lauri Elias Rainio (2026) studied this question.

synapsesocial.com/papers/69abc2175af8044f7a4eb547https://doi.org/10.5281/zenodo.18881457
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