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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Lauri Elias Rainio
Specim (Finland)
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Lauri Elias Rainio (Thu,) studied this question.
www.synapsesocial.com/papers/69abc2175af8044f7a4eb547 — DOI: https://doi.org/10.5281/zenodo.18881457
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