DIN 區塊鏈：人工智慧代理和去中心化人工智慧應用的專用基礎設施

經過對人工智慧代理的鏈上和鏈下資料解決方案的廣泛研究和開發，DIN 團隊已經確定了關鍵領域

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.

在對人工智慧代理的鏈上和鏈下資料解決方案進行廣泛的研究和開發後，DIN 團隊確定了去中心化人工智慧中需要增強的關鍵領域。為了解決這些差距並促進人工智慧與加密技術的集成，該團隊推出了 DIN 區塊鏈，專門為滿足人工智慧代理的需求而設計。

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.

隨著人工智慧和密碼學的日益融合，人工智慧代理應用程式正在迅速擴展，標誌著區塊鏈生態系統中的重要趨勢。然而，對於人工智慧代理來說，要實現大規模可用性，專用的區塊鏈是必不可少的。該基礎設施必須提供強大的數據支援、運算能力以及專為人工智慧驅動的應用程式量身定制的可靠執行環境。

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 宣布開發一個以人工智慧代理為中心的區塊鏈，並得到 BNB Chain 和 NodeReal 的支援。該舉措旨在建立一個能夠滿足人工智慧代理不斷增長的運算和操作需求的去中心化環境。

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 區塊鏈旨在為人工智慧代理和去中心化人工智慧應用程式（dAI 應用程式）提供全面的基礎設施。其主要特點包括：

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

* 增強的資料可用性和可擴展性：確保人工智慧代理能夠存取高品質和可擴展的資料集。

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

* 知識庫整合：利用檢索增強生成（RAG）進行高效率的資料檢索。

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

* AI模型操作和貨幣化：支援大型語言模型操作（LLMOps）和AI生成內容（AIGC）貨幣化。

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

* 無縫 AI 代理部署：提供完整的平台來簡化 AI 代理和 dAI 應用程式的建立和管理。

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.

儘管存在 ELIZA、ARC 和 Swarms 等 AI-agent 最佳化框架，但這些模型遇到了多重挑戰，例如鏈下資料儲存問題、推理流程驗證困難以及執行透明度問題。為了應對這些挑戰，人工智慧代理需要一個能夠提供強大資料支援、安全執行環境和透明操作流程的區塊鏈。

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

DIN 區塊鏈旨在透過整合以下基本功能，超越單純的帳本工具：

* 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.

* 先進的資料管理：確保人工智慧代理能夠存取高品質的資料來源，同時實現鏈上和鏈下網路之間的高效資料互動。

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

* 可信賴執行機制：維護去中心化系統，確保人工智慧決策過程的公平性與安全性。

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

* 高效能運算能力：使AI代理能夠有效處理複雜的運算任務。

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

* 多代理協作支援：促進人工智慧代理之間的互通性和協作解決問題。

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.

透過滿足這些要求，區塊鏈上的人工智慧代理可以克服資料儲存和驗證障礙，同時解鎖更廣泛的市場應用。 DIN 區塊鏈經過客製化，可支援從資料管理到人工智慧代理部署的整個人工智慧工作流程。

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

DIN 區塊鏈透過包含四個關鍵層的結構化架構來運作：

* 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.

* 共識層：此層透過去中心化的安全機制確保人工智慧代理決策的信任和透明度。利用OP棧和BNB鏈，確保操作的不變性和透明性。

* 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.

* 資料層：旨在支援人工智慧代理訓練和決策，該層為去中心化人工智慧應用提供可擴展的資料處理。該基礎設施目前支援超過 3,000 萬名註冊用戶，並已處理超過 1 億條加密推文，並安全儲存在 BNB Greenfield 上。該平台也是 BNB Greenfield 的官方儲存提供者。

* 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.

* 服務層：此層包括LLMOps，有助於大型語言模型的部署、監控和最佳化。此外，它還整合了 Prompt-as-a-Service 和 Agentic Workflow，以簡化 AI 代理程式開發並確保高效的任務執行。它透過基於 RAG 的知識檢索和 AI 工作流程視覺化進一步支援多代理協作。

* 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.

* 應用層：多個 dApp，包括 Analytix、Reiki 和 xData，展示了 DIN 區塊鏈的潛力。 Analytix 提供鏈上資料分析，Reiki 支援人工智慧生成的內容管理，xData 促進人工智慧驅動的資料收集和汽車人工智慧等產業的多語言語音註釋。

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 區塊鏈整合了原生代幣 $DIN，作為 Gas 費機制。這使得用戶和開發者能夠進行具有成本效益的交易，同時促進生態系統的發展。透過其經濟激勵措施，該平台吸引了開發人員並鼓勵更廣泛地採用人工智慧代理技術。

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 與 BNB Chain 人工智慧優先的願景保持一致，加強了其基礎區塊鏈基礎設施。此外，與 BNB 生態系統不可或缺的貢獻者 NodeReal 的合作進一步增強了其可擴展性和效能。 NodeReal 在第二層擴展解決方案（例如 opBNB 和 Combo）方面的專業知識在區塊鏈的擴展中發揮關鍵作用。

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 區塊鏈為 AI 代理和 dAI 應用程式開發提供必要的基礎設施，滿足資料支援、可信賴執行、運算效率和多代理協作等核心需求。透過其專業架構以及與 BNB Chain 的合作，DIN 正在為去中心化人工智慧生態系統奠定基礎。

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

隨著最近推出的測試網和即將發布的主網，DIN 準備加速人工智慧與區塊鏈的整合。測試網活動於 1 月 7 日至 2 月 4 日舉行，邀請用戶