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English(EN) Bosses, Kings, and the Commons: Cooperation Under Power Asymmetry in LLM Societies

大型语言模型社会在权力不对称方面存在挑战,模拟显示

研究人员开发了一个名为SovSim的新模拟框架,探索了大型语言模型(LLM)在权力不对称条件下如何管理共享资源。研究发现,引入一个强大的单一代理(充当“老板”或“国王”)会显著降低其他LLM代理之间的合作和资源可持续性。与拥有同等权力的代理场景相比,这种不对称的权力结构导致生存率降低了87.3%,凸显了LLM社会中潜在的治理挑战。 AI

影响 凸显了AI社会中潜在的治理失败,并指出了在拥有强大AI代理的情况下管理共享资源的挑战。

排序理由 该集群包含一篇详细介绍新模拟框架和大型语言模型行为研究结果的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.CL 阅读 →

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大型语言模型社会在权力不对称方面存在挑战,模拟显示

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该集群包含一篇详细介绍新模拟框架和大型语言模型行为研究结果的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.CL TIER_1 English(EN) · Abhilekh Borah ·

    老板、国王与公共领域:大型语言模型社会中的权力不对称下的合作

    arXiv:2605.29062v1 Announce Type: new Abstract: Communities can sustainably manage shared resources (commons) through self-governance and cooperative norms, a central finding of Ostrom's theory of self-governance. However, real-world commons (e.g., fisheries, forests, and irrigat…