English(EN) Translating the Translator: Decomposing the Cost of English-Forced Inter-Agent Communication

研究发现：强制英语的AI代理通信会产生显著的“税费”

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-15 04:00

一篇新的研究论文探讨了强制多代理AI系统通过英语进行通信（即使最终用户任务是其他语言）对性能的影响。研究发现，存在显著的“强制英语税”，这会降低印地语、西班牙语和阿拉伯语等各种语言的准确性。这种税费归因于翻译损失，表明在代理框架中使用母语路由可以提高性能，特别是对于类型学上差异较大的语言。 AI

影响 AI代理框架中的母语路由可能会提高非英语任务的性能并降低翻译成本。

排序理由 arXiv上发表的研究论文，详细介绍了关于多代理LLM通信的发现。[lever_c_demoted from research: ic=1 ai=1.0]

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本文如何被排名

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Newsworthiness bucket: Tool; arXiv上发表的研究论文，详细介绍了关于多代理LLM通信的发现。[lever_c_demoted from research: ic=1 ai=1.0]
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arXiv cs.AI TIER_1 English(EN) · Kushagra Agrawal, Yuming Feng, Man-Fai Leung · 2026-09-15 04:00

翻译翻译器：分解强制英文的代理间通信成本

arXiv:2609.15079v1 Announce Type: cross Abstract: Multi-agent LLM architectures, such as LangChain and AutoGen, largely assume English as the lingua franca for internal inter-agent communication, even when the end-user task is non-English. We fill this gap by evaluating a two-age…