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The Term 'Agent' Has Been Diluted Beyond Utility and Requires Redefinition
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文章提出重新定义人工智能中的“代理”概念,基于历史分析和当代使用模式,构建框架界定系统成为代理的最低要求,并提供改进研究清晰度和可重复性的实际工具。

arXiv:2508.05338v1 Announce Type: new Abstract: The term 'agent' in artificial intelligence has long carried multiple interpretations across different subfields. Recent developments in AI capabilities, particularly in large language model systems, have amplified this ambiguity, creating significant challenges in research communication, system evaluation and reproducibility, and policy development. This paper argues that the term 'agent' requires redefinition. Drawing from historical analysis and contemporary usage patterns, we propose a framework that defines clear minimum requirements for a system to be considered an agent while characterizing systems along a multidimensional spectrum of environmental interaction, learning and adaptation, autonomy, goal complexity, and temporal coherence. This approach provides precise vocabulary for system description while preserving the term's historically multifaceted nature. After examining potential counterarguments and implementation challenges, we provide specific recommendations for moving forward as a field, including suggestions for terminology standardization and framework adoption. The proposed approach offers practical tools for improving research clarity and reproducibility while supporting more effective policy development.

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人工智能 代理 概念定义 框架构建 研究方法
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