Consensus Too Soon, or Agreement From the Start? Shared Prior, Social Coupling and Pool Coverage in Decentralised LLM Collectives, and Why Prompted Diversity and Model Heterogeneity Act on Different Terms

APA

Mahendrakar, P. (2026). Consensus Too Soon, or Agreement From the Start? Shared Prior, Social Coupling and Pool Coverage in Decentralised LLM Collectives, and Why Prompted Diversity and Model Heterogeneity Act on Different Terms [Journal article]. Life of Research. https://doi.org/10.5281/zenodo.22997961

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BibTeX

@misc{lor572026,
  title        = {Consensus Too Soon, or Agreement From the Start? Shared Prior, Social Coupling and Pool Coverage in Decentralised LLM Collectives, and Why Prompted Diversity and Model Heterogeneity Act on Different Terms},
  author       = {Pranay Mahendrakar},
  year         = {2026},
  publisher    = {Life of Research},
  doi          = {10.5281/zenodo.22997961},
  url          = {https://lifeofresearch.com/articles/57},
  keywords     = {multi-agent debate, LLM collectives, conformity, collective intelligence, model heterogeneity, persona prompting, wisdom of crowds, correlated errors},
  note         = {LOR-00057}
}

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