MOD-X：一個模組化開放式去中心化交易框架提案，用於異構可互操作人工智慧代理

摘要

隨著人工智慧系統從單一模型發展為專業代理的生態系統，標準化通信協議的需求變得日益關鍵。本文介紹了MOD-X（模組化開放去中心化交換），這是一種針對代理互操作性提出的新穎架構框架，旨在解決現有協議的關鍵限制。與當前方法不同，MOD-X提出了一種分層架構，包含通用消息匯流排、全面的狀態管理、翻譯能力以及基於區塊鏈的安全機制。我們展示了MOD-X的架構，將其與現有協議進行比較，並通過一個實例演示其如何實現異構專業代理（具有不同架構、供應商、能力和知識表示的代理——包括基於規則的系統、神經網絡、符號推理引擎以及帶有代理封裝的遺留軟體）之間的整合。MOD-X的關鍵創新包括發布-訂閱通信模型、語義能力發現和動態工作流編排——提供了一個將理論形式化與實際實現相結合的框架。該架構滿足了對真正去中心化、可互操作的代理生態系統日益增長的需求，這些生態系統能夠有效擴展，而無需中央協調。

English

As Artificial Intelligence systems evolve from monolithic models to ecosystems of specialized agents, the need for standardized communication protocols becomes increasingly critical. This paper introduces MOD-X (Modular Open Decentralized eXchange), a novel architectural framework proposal for agent interoperability that addresses key limitations of existing protocols. Unlike current approaches, MOD-X proposes a layered architecture with a Universal Message Bus, thorough state management, translation capabilities, and blockchain-based security mechanisms. We present MOD-X's architecture, compare it with existing protocols, and demonstrate its application through a worked example how it enables integration between heterogeneous specialist agents (agents with different architectures, vendors, capabilities, and knowledge representations--including rule-based systems, neural networks, symbolic reasoning engines, and legacy software with agent wrappers). MOD-X's key innovations include a publish-subscribe communication model, semantic capability discovery, and dynamic workflow orchestration--providing a framework that bridges theoretical formalism with practical implementation. This architecture addresses the growing need for truly decentralized, interoperable agent ecosystems that can scale effectively without the need for central coordination.

MOD-X：一個模組化開放式去中心化交易框架提案，用於異構可互操作人工智慧代理

MOD-X: A Modular Open Decentralized eXchange Framework proposal for Heterogeneous Interoperable Artificial Agents

摘要

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