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Network coupling

Operates §8 network coupling · cascade dynamics and the percolation threshold

branching ratio rho(W) * alphapercolation threshold (= 1)1.13 -- supercritical (platform-wide)cascade size0.0 / 48 nodes activatedmean degree3.75sim step0seeded at node 0 (outlined in ink)oxblood = currently activatedink-70 = inactive

A 48-node random graph with connection density . Seed an engagement event at node 0; cascades propagate along edges with per-edge probability . The branching ratio determines whether the cascade dissipates locally (subcritical) or propagates platform-wide (supercritical).

What the plate operates. §8 extends the single-user apparatus to networked populations. The engagement-cascade theorem (§8.4) gives the stability condition ; the percolation theorem (§8.5) classifies the resulting cascade dynamics. The plate visualizes both: cascades live on the graph; the branching-ratio bar shows where the parameters sit relative to threshold. In the plate's reduction the temporal kernel is absorbed into a single per-edge probability , so the branching ratio it displays, , is the scalar stand-in for .

Three regimes to explore.

  • Subcritical (rho · alpha < 1). Low connection density or low per-edge propagation. Seeded cascade dissipates after a few hops; cascade size remains small; the percolation bar reads moss.
  • Near threshold (rho · alpha ~ 1). Critical dynamics. Long-range temporal correlations; power-law cascade sizes; the framework's mobilization-dispersion regime.
  • Supercritical (rho · alpha > 1). High connectivity or strong per-edge propagation. Cascades propagate platform-wide; the percolation bar reads oxblood. This is the framework's substantive empirical claim about contemporary platforms.

Why the threshold matters politically. The fourth-cell intervention site — regulatory imposition on the observation channel — can in principle target the graph structure itself. Lowering below threshold converts super-critical cascade dynamics into local cascades. This is the framework's formal underwriter for graph-structure regulation as a Mode A site.

What the theorem authorizes the prose to claim. The mobilization-dispersion patterns characteristic of contemporary platforms are super-critical cascade dynamics on graphs above the percolation threshold. Theorem 10 supplies the formal vocabulary; the plate shows the threshold being crossed.

Cross-references

v2 dynamics plate — network coupling.