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Dani Roytburg

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#artificial intelligence Preprint Oct 2026

Disentangling Models from Personas in Heterogeneous LLM Simulations

Multi-agent simulations with large language models (LLMs) often operate networks of agents with a single base model. This overlooks the inter-model effects which may dominate engagement dynamics in real-world deployments. To show this, we simulate a heterogeneous social network powered by several different base models...

Dani Roytburg, Daphne Ippolito · 0 citations

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