Systemic Risk from Model Homogeneity

When most participants in a market build decision systems on the same foundation model; due to unmitigated control gaps, when that model misjudges a particular situation, all systems react identically and simultaneously, triggering cascading effects and removing the stabilizing effect that diversity of judgment would otherwise provide, triggering compliance exposure and operational reputational costs.