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外刊素材来源：
《MIT Technology Review（麻省理工科技评论）（美国科技期刊）》
报刊原版标题：
Autonomous Agents and Enterprise Digital Transformation
一、英文改编正文
Autonomous agents represent a new generation of intelligent software systems
that can perceive dynamic business data, decompose complex goals
and complete multi-step operational tasks with limited human intervention.
Unlike traditional chatbots which merely respond to single prompts,
these intelligent entities possess independent reasoning capacity,
access internal enterprise databases,
and adjust their execution strategies according to real-time business fluctuations.
Many large enterprises introduce multi-agent collaborative frameworks
to restructure outdated workflows such as financial auditing,
supply chain scheduling and customer demand analysis,
which greatly cuts redundant manual labor
and accelerates business response speed.
During the digital transformation process,
companies must set clear operational boundaries and permission rules
for autonomous agents to prevent unauthorized access
to confidential commercial information and sensitive user records.
The integration of autonomous agents with cloud computing platforms
enables cross-departmental data sharing and synchronized task coordination,
breaking the isolated information silos
that have long restricted corporate operational efficiency.
Human supervisors still retain the core power of decision-making,
intervene in high-risk business links and evaluate the output quality of agents,
forming a human-machine collaborative model
where artificial intelligence undertakes repetitive cognitive work.
The continuous iteration of agent technology brings profound changes
to organizational management modes and talent requirements,
urging enterprises to upgrade digital governance systems
and cultivate interdisciplinary teams capable of managing intelligent systems.
二、完整译文
自主智能体代表新一代智能软件系统，
能够感知动态业务数据、拆解复杂目标，
在较少人工干预的条件下完成多步骤业务操作任务。
不同于仅能响应单次指令的传统聊天机器人，
这类智能实体具备独立推理能力，
可调取企业内部数据库，
并根据实时业务波动调整执行策略。
众多大型企业引入多智能体协同框架，
重构财务审计、供应链调度、客户需求分析等陈旧业务流程，
大幅削减重复性人工劳动，加快业务响应速度。
在数字化转型进程中，
企业必须为自主智能体划定清晰的运行边界与权限规则，
防止其未经授权访问商业机密信息以及敏感用户档案。
自主智能体与云计算平台的融合，
能够实现跨部门数据共享与任务协同调度，
打破长期制约企业运营效率的信息孤岛。
人类管理者仍然掌握核心决策权，
介入高风险业务环节并评估智能体的输出质量，
形成人机协同模式：
由人工智能承担重复性认知类工作。
智能体技术的持续迭代，
为组织管理模式与人才需求带来深刻变革，
倒逼企业升级数字化治理体系，
培养能够管理智能系统的复合型跨学科团队。
三、核心重点词汇短语
1. autonomous
/ɔːˈtɒnəməs/
自主的；自治的
形容词(adj.)
2. decompose
/ˌdiːkəmˈpəʊz/
拆解，分解
动词(v.)
3. intervention
/ˌɪntəˈvenʃn/
干预，介入
名词(n.)
4. confidential
/ˌkɒnfɪˈdenʃl/
机密的，保密的
形容词(adj.)
5. silo
/ˈsaɪləʊ/
信息孤岛；筒仓
名词(n.)
6. interdisciplinary
/ˌɪntəˈdɪsəplɪnəri/
跨学科的
形容词(adj.)
7. framework
/ˈfreɪmwɜːk/
框架，体系
名词(n.)
8. fluctuate
/ˈflʌktʃueɪt/
波动，变动
动词(v.)
四、长难句分层拆解
原句1
Autonomous agents represent a new generation of intelligent software systems
that can perceive dynamic business data, decompose complex goals
and complete multi-step operational tasks with limited human intervention.
句子主干：
Autonomous agents represent systems
分层修饰成分：
new generation of intelligent software
多层前置定语，修饰软件系统
that can perceive data, decompose goals and complete tasks
定语从句，修饰软件系统，描述自主智能体具备的能力
dynamic business
多层前置定语，修饰业务数据
complex
前置定语，修饰目标
multi-step operational
多层前置定语，修饰业务任务
with limited human intervention
介词短语作条件状语，说明任务完成的条件
原句2
Many large enterprises introduce multi-agent collaborative frameworks
to restructure outdated workflows such as financial auditing,
supply chain scheduling and customer demand analysis,
which greatly cuts redundant manual labor
and accelerates business response speed.
句子主干：
Enterprises introduce frameworks to restructure workflows,
which cuts labor and accelerates speed
分层修饰成分：
Many large
前置定语，修饰企业
multi-agent collaborative
多层前置定语，修饰框架
to restructure outdated workflows
不定式作目的状语，说明引入框架的目的
such as financial auditing, supply chain scheduling
and customer demand analysis
同位语，列举各类业务流程
which引导非限制性定语从句，概括前面举措带来的结果
redundant manual
多层前置定语，修饰人力劳动
business response
多层前置定语，修饰响应速度
原句3
The integration of autonomous agents with cloud computing platforms
enables cross-departmental data sharing
and synchronized task coordination,
breaking the isolated information silos
that have long restricted corporate operational efficiency.
句子主干：
The integration enables data sharing
and task coordination, breaking silos
分层修饰成分：
of autonomous agents with cloud computing platforms
后置介词定语，说明融合的双方
cross-departmental、synchronized
前置定语，分别修饰数据共享、任务协同
breaking the isolated information silos
现在分词作结果状语
isolated information
多层前置定语，修饰信息孤岛
that have long restricted corporate operational efficiency
定语从句，修饰信息孤岛，说明其带来的负面影响
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