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This paper proposes a systems blueprint and six-level capability ladder for building Economic World Models (EWMs), where heterogeneous agents interact with markets and institutions to generate emergent economic dynamics. It surveys existing work and emphasizes gaps in self-evolving agents, endogenous institutions, and empirical alignment.