arXiv:2505.02024cs.AI2025-05被引 50

Manus AI能自主完成从意图到行动的全流程任务,实现真正的人机协作。

From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent

论文配图:From Mind to Machine: The Rise of Manus AI as a Fully Autonomous Digital Agent
图 1 · 摘自论文原文
  • 融合大模型推理与执行能力,实现端到端自动化
  • 已在医疗、金融、制造等领域验证实际应用效果
  • 适合希望提升效率的开发者与企业用户

Manus AI 是2025年初由中文初创公司 Monica.im 推出的通用型人工智能代理,标志着自主人工智能的重大进展。该系统旨在弥合‘思维’与‘行动’之间的鸿沟——结合大语言模型的推理与规划能力,以及执行复杂、端到端任务并产生实际成果的能力。本文全面介绍了 Manus AI 的核心技术架构,探讨其在医疗、金融、制造、机器人及游戏等领域的多样化应用,分析其核心优势、当前局限与未来潜力。作为未来趋势的预演,Manus AI 代表了智能代理的发展方向:将高层意图转化为现实行动,开启人机协作的新纪元。

原文摘要 · Abstract (English)

Manus AI is a general-purpose AI agent introduced in early 2025, marking a significant advancement in autonomous artificial intelligence. Developed by the Chinese startup Monica.im, Manus is designed to bridge the gap between "mind" and "hand" - combining the reasoning and planning capabilities of large language models with the ability to execute complex, end-to-end tasks that produce tangible outcomes. This paper presents a comprehensive overview of Manus AI, exploring its core technical architecture, diverse applications across sectors such as healthcare, finance, manufacturing, robotics, and gaming, as well as its key strengths, current limitations, and future potential. Positioned as a preview of what lies ahead, Manus AI represents a shift toward intelligent agents that can translate high-level intentions into real-world actions, heralding a new era of human-AI collaboration.

AI代理自主系统人机协作

Thank you to arXiv for use of its open access interoperability. PaperDance 不是 arXiv 官方产品;中文卡片由大模型生成,请以原文为准。