DIN 区块链：人工智能代理和去中心化人工智能应用的专用基础设施

经过对人工智能代理的链上和链下数据解决方案的广泛研究和开发，DIN 团队已经确定了关键领域

The DIN team has identified crucial areas requiring enhancement within decentralized AI after conducting extensive research and development in both on-chain and off-chain data solutions for AI agents. To address these gaps and facilitate the integration of AI with cryptographic technologies, the team has introduced the DIN blockchain, specifically designed to cater to the needs of AI agents.

在对人工智能代理的链上和链下数据解决方案进行广泛的研究和开发后，DIN 团队确定了去中心化人工智能中需要增强的关键领域。为了解决这些差距并促进人工智能与加密技术的集成，该团队推出了 DIN 区块链，专门为满足人工智能代理的需求而设计。

With AI and cryptography converging increasingly, AI-agent applications are expanding rapidly, marking a significant trend within the blockchain ecosystem. However, for AI agents to achieve large-scale usability, a dedicated blockchain is essential. This infrastructure must provide robust data support, computing power, and a dependable execution environment tailored for AI-driven applications.

随着人工智能和密码学的日益融合，人工智能代理应用程序正在迅速扩展，标志着区块链生态系统中的一个重要趋势。然而，对于人工智能代理来说，要实现大规模可用性，专用的区块链是必不可少的。该基础设施必须提供强大的数据支持、计算能力以及专为人工智能驱动的应用程序量身定制的可靠执行环境。

Recently, DIN announced the development of an AI-agent-focused blockchain, supported by BNB Chain and NodeReal. This initiative aims to establish a decentralized environment capable of meeting the growing computational and operational demands of AI agents.

最近，DIN 宣布开发一个以人工智能代理为中心的区块链，并得到 BNB Chain 和 NodeReal 的支持。该举措旨在建立一个能够满足人工智能代理不断增长的计算和操作需求的去中心化环境。

The DIN blockchain has been designed to offer a comprehensive infrastructure for AI agents and decentralized AI applications (dAI applications). Its key features include:

DIN 区块链旨在为人工智能代理和去中心化人工智能应用程序（dAI 应用程序）提供全面的基础设施。其主要特点包括：

* Enhanced Data Availability and Scalability: Ensuring AI agents have access to high-quality and scalable datasets.

* 增强的数据可用性和可扩展性：确保人工智能代理能够访问高质量和可扩展的数据集。

* Knowledge Base Integration: Utilizing retrieval-augmented generation (RAG) for efficient data retrieval.

* 知识库集成：利用检索增强生成（RAG）进行高效的数据检索。

* AI Model Operations and Monetization: Supporting large language model operations (LLMOps) and AI-generated content (AIGC) monetization.

* AI模型操作和货币化：支持大型语言模型操作（LLMOps）和AI生成内容（AIGC）货币化。

* Seamless AI-Agent Deployment: Providing a full platform to simplify the creation and management of AI agents and dAI applications.

* 无缝 AI 代理部署：提供完整的平台来简化 AI 代理和 dAI 应用程序的创建和管理。

Despite the existence of AI-agent optimization frameworks like ELIZA, ARC, and Swarms, these models encounter multiple challenges, such as off-chain data storage issues, verification difficulties in reasoning processes, and execution transparency concerns. To address these challenges, AI agents require a blockchain capable of offering strong data support, a secure execution environment, and transparent operational processes.

尽管存在 ELIZA、ARC 和 Swarms 等 AI-agent 优化框架，但这些模型遇到了多重挑战，例如链下数据存储问题、推理过程验证困难以及执行透明度问题。为了应对这些挑战，人工智能代理需要一个能够提供强大数据支持、安全执行环境和透明操作流程的区块链。

The DIN blockchain aims to go beyond being a mere ledger tool by integrating essential functionalities such as:

DIN 区块链旨在通过集成以下基本功能，超越单纯的账本工具：

* Advanced Data Management: Ensuring AI agents have access to high-quality data sources while enabling efficient data interaction between on-chain and off-chain networks.

* 先进的数据管理：确保人工智能代理能够访问高质量的数据源，同时实现链上和链下网络之间的高效数据交互。

* Trusted Execution Mechanism: Maintaining a decentralized system to guarantee fairness and security in AI decision-making processes.

* 可信执行机制：维护去中心化系统，保证人工智能决策过程的公平性和安全性。

* High-Performance Computing Capabilities: Enabling AI agents to handle complex computational tasks effectively.

* 高性能计算能力：使AI代理能够有效处理复杂的计算任务。

* Multi-Agent Collaboration Support: Facilitating interoperability and collaborative problem-solving among AI agents.

* 多代理协作支持：促进人工智能代理之间的互操作性和协作解决问题。

By addressing these requirements, AI agents on the blockchain can overcome data storage and verification obstacles while unlocking broader market applications. The DIN blockchain is tailored to support the entire AI workflow, from data management to AI-agent deployment.

通过满足这些要求，区块链上的人工智能代理可以克服数据存储和验证障碍，同时解锁更广泛的市场应用。 DIN 区块链经过定制，可支持从数据管理到人工智能代理部署的整个人工智能工作流程。

The DIN blockchain operates through a structured architecture comprising four key layers:

DIN 区块链通过包含四个关键层的结构化架构运行：

* Consensus Layer: This layer ensures trust and transparency in AI-agent decision-making through a decentralized security mechanism. Utilizing the OP stack and BNB Chain, it guarantees immutable and transparent operations.

* 共识层：该层通过去中心化的安全机制确保人工智能代理决策的信任和透明度。利用OP栈和BNB链，保证操作的不可变性和透明性。

* Data Layer: Designed to support AI-agent training and decision-making, this layer provides scalable data processing for decentralized AI applications. The infrastructure currently supports over 30 million registered users and has processed more than 100 million encrypted tweets, securely stored on BNB Greenfield. The platform also serves as an official storage provider for BNB Greenfield.

* 数据层：旨在支持人工智能代理训练和决策，该层为去中心化人工智能应用程序提供可扩展的数据处理。该基础设施目前支持超过 3000 万注册用户，并已处理超过 1 亿条加密推文，并安全存储在 BNB Greenfield 上。该平台也是 BNB Greenfield 的官方存储提供商。

* Service Layer: This layer includes LLMOps, which facilitates the deployment, monitoring, and optimization of large language models. Additionally, it integrates Prompt-as-a-Service and Agentic Workflow to simplify AI-agent development and ensure efficient task execution. It further supports multi-agent collaboration through RAG-based knowledge retrieval and AI workflow visualization.

* 服务层：该层包括LLMOps，有助于大型语言模型的部署、监控和优化。此外，它还集成了 Prompt-as-a-Service 和 Agentic Workflow，以简化 AI 代理开发并确保高效的任务执行。它通过基于 RAG 的知识检索和 AI 工作流可视化进一步支持多代理协作。

* Application Layer: Multiple dApps, including Analytix, Reiki, and xData, demonstrate the potential of the DIN blockchain. Analytix provides on-chain data analytics, Reiki enables AI-generated content management, and xData facilitates AI-driven data collection and multilingual voice annotation for industries such as automotive AI.

* 应用层：多个 dApp，包括 Analytix、Reiki 和 xData，展示了 DIN 区块链的潜力。 Analytix 提供链上数据分析，Reiki 支持人工智能生成的内容管理，xData 促进人工智能驱动的数据收集和汽车人工智能等行业的多语言语音注释。

DIN blockchain integrates a native token, $DIN, which serves as the gas fee mechanism. This enables cost-effective transactions for users and developers while fostering ecosystem growth. Through its economic incentives, the platform attracts developers and encourages broader adoption of AI-agent technologies.

DIN 区块链集成了原生代币 $DIN，作为 Gas 费机制。这使得用户和开发者能够进行具有成本效益的交易，同时促进生态系统的发展。通过其经济激励措施，该平台吸引了开发人员并鼓励更广泛地采用人工智能代理技术。

DIN’s alignment with BNB Chain’s AI-first vision strengthens its foundational blockchain infrastructure. Additionally, partnerships with NodeReal, an integral contributor to the BNB ecosystem, further enhance its scalability and performance. NodeReal’s expertise in Layer 2 scaling solutions, such as opBNB and Combo, plays a critical role in the blockchain’s expansion.

DIN 与 BNB Chain 人工智能优先的愿景保持一致，加强了其基础区块链基础设施。此外，与 BNB 生态系统不可或缺的贡献者 NodeReal 的合作进一步增强了其可扩展性和性能。 NodeReal 在第二层扩展解决方案（例如 opBNB 和 Combo）方面的专业知识在区块链的扩展中发挥着关键作用。

The DIN blockchain provides essential infrastructure for AI-agent and dAI application development, addressing core needs like data support, trusted execution, computing efficiency, and multi-agent collaboration. Through its specialized architecture and collaboration with BNB Chain, DIN is laying the groundwork for a decentralized AI ecosystem.

DIN 区块链为 AI 代理和 dAI 应用程序开发提供必要的基础设施，满足数据支持、可信执行、计算效率和多代理协作等核心需求。通过其专业架构以及与 BNB Chain 的合作，DIN 正在为去中心化人工智能生态系统奠定基础。

With the recent launch of its testnet and an upcoming mainnet release, DIN is poised to accelerate AI-blockchain integration. The testnet event, running from January 7th to February 4th, invites users to

随着最近推出的测试网和即将发布的主网，DIN 准备加速人工智能与区块链的集成。测试网活动于 1 月 7 日至 2 月 4 日举行，邀请用户