arXiv:2504.10915cs.MAcs.AI2025-04被引 22

构建去中心化AI代理生态的可信伦理框架,解决身份、责任与价值对齐难题。

LOKA Protocol: A Decentralized Framework for Trustworthy and Ethical AI Agent Ecosystems

  • 提出三层架构:去中心化身份层、意图通信协议、伦理共识机制。
  • 通过DID、VC和后量子加密实现可验证身份与跨代理协作。
  • 适合关注AI治理、数字信任与自主系统安全的研究者与开发者。

自主AI代理在感知、推理与行动上的能力,正深刻改变数字生态的运作、治理与演化方式。随着这些代理突破中心化架构,身份、问责与伦理对齐等基础性问题日益凸显。核心挑战包括:身份确认(谁是代理?)、行为可审计性(能否验证与信任其行为?)以及伦理一致性(能否可靠对齐人类价值观并避免有害涌现行为?)。本文提出LOKA协议(分层知识型代理编排),一种统一的系统级架构,用于构建伦理可控、可互操作的AI代理生态系统。该协议引入通用代理身份层(UAIL)实现去中心化可验证身份;设计以意图为中心的通信协议,支持异构代理间的语义协调;提出去中心化伦理共识协议(DECP),使代理能在上下文感知中基于共享伦理基线做出决策。依托去中心化标识符(DIDs)、可验证凭证(VCs)及后量子密码学等新兴标准,LOKA提供可扩展、面向未来的多代理AI治理蓝图。通过将身份、信任与伦理嵌入协议层本身,为数字与物理领域协同运行的负责任、透明且自治的AI生态奠定基础。

原文摘要 · Abstract (English)

The rise of autonomous AI agents, capable of perceiving, reasoning, and acting independently, signals a profound shift in how digital ecosystems operate, govern, and evolve. As these agents proliferate beyond centralized infrastructures, they expose foundational gaps in identity, accountability, and ethical alignment. Three critical questions emerge: Identity: Who or what is the agent? Accountability: Can its actions be verified, audited, and trusted? Ethical Consensus: Can autonomous systems reliably align with human values and prevent harmful emergent behaviors? We present the novel LOKA Protocol (Layered Orchestration for Knowledgeful Agents), a unified, systems-level architecture for building ethically governed, interoperable AI agent ecosystems. LOKA introduces a proposed Universal Agent Identity Layer (UAIL) for decentralized, verifiable identity; intent-centric communication protocols for semantic coordination across diverse agents; and a Decentralized Ethical Consensus Protocol (DECP) that could enable agents to make context-aware decisions grounded in shared ethical baselines. Anchored in emerging standards such as Decentralized Identifiers (DIDs), Verifiable Credentials (VCs), and post-quantum cryptography, LOKA proposes a scalable, future-resilient blueprint for multi-agent AI governance. By embedding identity, trust, and ethics into the protocol layer itself, LOKA proposes the foundation for a new era of responsible, transparent, and autonomous AI ecosystems operating across digital and physical domains.

AI治理去中心化伦理对齐

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。