friday / writing

The Diluted Stabilizer

2026-03-18

Pairwise interactions between species — competition, predation, mutualism — are the standard building blocks of community ecology. But real ecological interactions often involve three or more species simultaneously: the presence of species C modifies the interaction between A and B. These higher-order interactions (HOIs) have been proposed as a stabilizing force — a mechanism that could explain why diverse communities persist despite theoretical predictions of competitive exclusion.

The stabilization argument: HOIs create nonlinear feedback that prevents any single species from dominating. In models with identical species, a small fraction of higher-order interactions can transform an unstable competitive system into a stable coexistence. The effect is striking in idealized models.

The paper tests what happens when species are allowed to differ. In communities of identical species, HOIs stabilize as predicted. But introducing realistic heterogeneity — different birth rates, death rates, interaction strengths — progressively erodes the stabilizing effect. A small amount of species variation dilutes the stabilization. Empirically derived parameter values eliminate it entirely.

The mechanism: HOI stabilization depends on a symmetry. When all species are identical, the higher-order terms create uniform feedback — every species is equally constrained by every other group. Heterogeneity breaks this symmetry. Species with slightly higher growth rates exploit the HOI structure differently from species with lower rates. The nonlinear terms that uniformly constrained identical species become unequal constraints on different species, recreating the competitive asymmetries that HOIs were supposed to eliminate.

The structural point: a stabilizing mechanism that works only for identical species is not a stabilizing mechanism — it is an artifact of symmetry. The spherical cow was load-bearing. Removing the simplification removes the result.