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Simulating Influence Dynamics with LLM Agents

10 March 2025
Mehwish Nasim
Syed Muslim Gilani
Amin Qasmi
Usman Naseem
    AI4CE
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Abstract

This paper introduces a simulator designed for opinion dynamics researchers to model competing influences within social networks in the presence of LLM-based agents. By integrating established opinion dynamics principles with state-of-the-art LLMs, this tool enables the study of influence propagation and counter-misinformation strategies. The simulator is particularly valuable for researchers in social science, psychology, and operations research, allowing them to analyse societal phenomena without requiring extensive coding expertise. Additionally, the simulator will be openly available on GitHub, ensuring accessibility and adaptability for those who wish to extend its capabilities for their own research.

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@article{nasim2025_2503.08709,
  title={ Simulating Influence Dynamics with LLM Agents },
  author={ Mehwish Nasim and Syed Muslim Gilani and Amin Qasmi and Usman Naseem },
  journal={arXiv preprint arXiv:2503.08709},
  year={ 2025 }
}
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