LLM as OS (llmao), Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem

Yingqiang Ge, Yujie Ren, Wenyue Hua, Shuyuan Xu, Juntao Tan, Yongfeng Zhang
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Abstract

This paper envisions a revolutionary AIOS-Agent ecosystem, where Large Language Model (LLM) serves as the (Artificial) Intelligent Operating System (IOS, or AIOS)--an operating system ``with soul''. Upon this foundation, a diverse range of LLM-based AI Agent Applications (Agents, or AAPs) are developed, enriching the AIOS-Agent ecosystem and signaling a paradigm shift from the traditional OS-APP ecosystem. We envision that LLM's impact will not be limited to the AI application level, instead, it will in turn revolutionize the design and implementation of computer system, architecture, software, and programming language, featured by several main concepts: LLM as OS (system-level), Agents as Applications (application-level), Natural Language as Programming Interface (user-level), and Tools as Devices/Libraries (hardware/middleware-level).
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LLM as OS (llmao),Agent as Apps:设想 AIOS、代理和 AIOS-Agent 生态系统
本文设想了一个革命性的AIOS-Agent生态系统,其中大语言模型(LLM)作为(人工)智能操作系统(IOS,或AIOS)--一个 "有灵魂 "的操作系统。在此基础上,各种基于 LLM 的人工智能代理应用程序(Agent,或 AAPs)被开发出来,丰富了 AIOS-Agent 生态系统,标志着传统操作系统-App 生态系统的范式转变。我们认为,LLM 的影响将不仅限于人工智能应用层面,相反,它还将彻底改变计算机系统、体系结构、软件和编程语言的设计与实现:LLM 作为操作系统(系统级)、作为应用程序的代理(应用级)、作为编程界面的自然语言(用户级),以及作为设备/库的工具(硬件/中间件级)。
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