LLM-based simulations of opinion dynamics can approximate a classical model, but they are so sensitive to minor prompt variations that their scientific reliability is questionable.
Simulating opinion dynamics with networks of LLM -based agents
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Sense and Sensitivity: Evaluating the simulation of social dynamics via Large Language Models
LLM-based simulations of opinion dynamics can approximate a classical model, but they are so sensitive to minor prompt variations that their scientific reliability is questionable.