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This work extends SocioVerse 1.0 into a human-AI co-evolutionary paradigm built from two loops and one infrastructure, and validates SocioVerse2 across three case families and seven case studies, from reproducing canonical agent-based models to modeling policy processes on real records and nowcasting macro-economic indices beyond the response model's knowledge cutoff.
ConsumerSim reveals that consumer confidence is driven more by individual interpretations of salient events than by aggregate trends, transforming our understanding of economic sentiment dynamics.
