复旦等12家机构发布68页综述：智能体AI如何转化为生产力
这篇综述系统回答了AI能力如何转化为持续生产力，用机制与阶段框架拆解了行业落地路径，是理解下一轮生产方式变革的必读文献。
Agentic AI（智能体AI，能自主完成整段任务的系统）正在从对话工具变为接手完整工作的执行者。复旦联合斯坦福等12家机构发布68页综述，指出其通过效率与扩张两大机制提升生产力，并提出生产责任委派的四阶段框架，考察11个行业的落地进展。
正文摘录
.jpg)  In the past year, AI has evolved from a conversational tool that answers questions into an executor that can take over entire workflows. In financial institutions, agents are used to simulate an organization's decision-making structure, competing with each other to filter out noise; in the legal domain, it has moved from retrieval assistance to explicitly laying out reasoning processes step by step, even modeling entire courtroom proceedings. This takeover capability extends far beyond screen-bound wo…