We propose a minimal dynamical model for capacity-constrained compounding in which the fast dynamics take the saddle-node normal form. Given this model, we verify that the standard nondegeneracy and transversality conditions hold and derive two consequences: a fold bifurcation at the capacity boundary, and divergence of coordination cost (friction) along the attracting equilibrium branch with scaling F ~ (Q - V) ^-1/2. We classify the fold as a jump point in the Krupa-Szmolyan taxonomy: the desingularized slow flow is nonzero at the fold, the 1/x singularity resolves under the standard (1, 2, 2) -weighted blow-up, and the friction coupling creates a barrier that prevents endogenous approach to the fold. Collapse requires exogenous load growth that overwhelms this friction feedback. The model generates four testable predictions about fold-consistent dynamics (critical slowing down, variance scaling, delayed recovery, and threshold structure). We specify an empirical protocol for testing the scaling exponent via linearized regression, with a three-model comparison design that distinguishes fold scaling from generic power-law divergence.
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James Kovalenko
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James Kovalenko (Mon,) studied this question.
www.synapsesocial.com/papers/69df2c1de4eeef8a2a6b121c — DOI: https://doi.org/10.5281/zenodo.19547906