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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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Markus J. Buehler

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Preprint Aug 2026

SwarmWorld: Stigmergic technological evolution in societies of language-model agents

Initially homogeneous LLM agents in SwarmWorld self-organize without assigned roles or recipes into evolving technological societies, which develop broader, more resilient technological portfolios than a strong best-of-N isolated-search baseline.

Subhadeep Pal, F. Y. Wang, Markus J. Buehler · 5 citations

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