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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Hao Zhu

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#natural language process... Sep 2025

The PIMMUR Principles: Ensuring Validity in Collective Behavior of LLM Societies

A systematic audit of LLM-based social simulations across four databases found that reported collective phenomena often vanish or reverse once PIMMUR principles are enforced, indicating that many"emergent"behaviors are methodological artifacts rather than genuine social dynamics.

Jiaxu Zhou, Jen-Tse Huang, Xuhui Zhou et al. · 20 citations · ⚡1

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