Selective agreement, not sycophancy: investigating opinion dynamics in LLM interactions

Abstract Understanding how opinions evolve is essential for addressing phenomena such as polarization, radicalization, and consensus formation. In this work, we investigate how language shapes opinion dynamics among Large Language Model (LLM) agents by simulating multi-round debates.Using our framew...

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Bibliographic Details
Main Authors: Erica Cau, Valentina Pansanella, Dino Pedreschi, Giulio Rossetti
Format: Article
Language:English
Published: SpringerOpen 2025-08-01
Series:EPJ Data Science
Subjects:
Online Access:https://doi.org/10.1140/epjds/s13688-025-00579-1
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