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arXiv cs.AI · Papers

When Does Personality Composition Matter for Multi-Agent LLM Teams?

arXiv:2606.27443v2 Announce Type: replace Abstract: Personality prompting shapes how large language models communicate, yet whether these behavioral shifts affect objective task outcomes remains under-explored. Prior work shows that agents prompted with low agreeableness produce adversarial language, while those prompt