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大型社会需要社会规范

原文标题 · Agentic Societies Need a Social Harness

作者:Tapan Chugh、Vidushi Singh、Krish Jain|代理社会是一群人工智能代理的集合,代表目标可能仅部分一致的不同委托人,跨越信任边界自主协调。我们通过实验表明,在代理社会中,即使是诚实、有能力的代理人也常常无法通过现有的工具和消息传递基元达到令人满意的结果,并且有缺陷或恶意的代理人可能会阻止代理人。

来源:arXiv cs.AI/CL/LG · arxiv.org

正文为英文,可一键机器翻译(仅首次需要等待)

Computer Science > Multiagent Systems

Title: Agentic Societies Need a Social Harness

Abstract: An agentic society is a collection of AI agents that coordinate autonomously across trust boundaries, on behalf of different principals whose objectives may only partially align. We show experimentally that in agentic societies even honest, competent agents often fail to reach satisfactory outcomes with existing harnesses and messaging primitives, and that faulty or malicious agents can stall collaboration, influence outcomes, and pursue other harmful goals by exploiting vulnerabilities in communication (``speech''). We argue that agentic societies need a \emph{social harness} for inter-agent interactions, in addition to each agent's \emph{personal harness}, which manages its private context and communication with its principal. We propose a layered architecture for social harnesses which (i) prevents classes of failures outright, (ii) enables agents to detect invalid messages at runtime, and (iii) supports post-facto investigation and consequences, and highlight directions for future research to realize these capabilities.

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