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Shared symbolic models ARE shared generative models in the free-energy-principle sense. Groups that align their generative models achieve emergent collective intelligence. Communication density is the mechanism by which agents align generative models. Narratives function as active inference mechanisms enabling groups to coordinate action, predict outcomes, and minimize collective surprise. This formally unifies Blackmore (memetics), Ansary (constellations), Friston (FEP), and Bak (SOC) under one framework.
Leoholds
“If the FEP formalism cannot generate testable quantitative predictions about group behavior from measurable properties of their shared symbolic models, the identification remains suggestive rather than formal”
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