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Singapore Management University
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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.
LLMs can robustly shift simulated stances in online discussions, but their sensitivity to context changes raises critical questions about reliability in opinion dynamics.