mlsanityData to 14 Oct 2026

AI-Mediated Communication Reshapes Social Structure in Opinion-Diverse Groups

arXiv 2510.21984 ↗First posted 24 Oct 2025cs.SI cs.CLcited by 0

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Abstract (arXiv)

Group segregation or cohesion can emerge from micro-level communication, and AI-assisted messaging may shape this process. Here, we report a preregistered online experiment (N = 557 across 60 sessions) in which participants discussed controversial political topics over multiple rounds and could freely change groups. Some participants received real-time message suggestions from a large language model (LLM), either personalized to their stance (individual assistance) or incorporating their group members' perspectives (relational assistance). We find that small variations in AI-mediated communication cascade into macro-level differences in group composition. Participants with individual assistance send more messages and show greater stance-based clustering, whereas those with relational assistance use more receptive language and form more heterogeneous ties. Hybrid expressive processes-jointly produced by humans and AI-can reshape collective organization. The patterns of structural division and cohesion depend on how AI incorporates users' interaction context.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 8 of its 73 references that are in the map. First posted on arXiv 24 Oct 2025.

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References · 8

  1. 2022A New Generation of Perspective API: Efficient Multilingual Character-level Transformerscited by 185
  2. 2025ELEPHANT: Measuring and understanding social sycophancy in LLMscited by 129
  3. 2013A Computational Approach to Politeness with Application to Social Factorscited by 106
  4. 2016Smart Reply: Automated Response Suggestion for Emailcited by 54
  5. 2021Algorithmic Amplification of Politics on Twittercited by 38
  6. 2024A new sociology of humans and machinescited by 32
  7. 2020Quantifying social organization and political polarization in online platformscited by 30
  8. 2021Artificial intelligence in communication impacts language and social relationshipscited by 22

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