互聯網計算機（ICP）探討了世界計算機如何構建下一個可擴展的OnChain AI時代

在這次獨家的密碼學家訪談中，Dfinity探討了互聯網計算機（ICP）如何構建世界計算機，並在一個新時代迎來了可擴展的新時代

In a world increasingly reliant on artificial intelligence (AI), the question of data privacy, security, and control has never been more pressing. As AI technologies rapidly advance and integrate into various aspects of our lives, there's a growing concern over the potential misuse of personal data by centralized entities.

在一個越來越依賴人工智能（AI）的世界中，數據隱私，安全和控制的問題從未如此緊迫。隨著AI技術迅速發展並融入我們生活的各個方面，人們對集中實體對個人數據的潛在濫用進行了越來越關注。

This interview with DFINITY highlights how the Internet Computer (ICP) is tackling this challenge head-on. By combining the tamper-proof nature of smart contracts with the intelligent capabilities of AI models, DFINITY envisions a future where AI-powered applications provide a seamless and engaging user experience, much like familiar Web2 applications, but with the added benefits of decentralization.

對Dfinity的這次訪談強調了Internet計算機（ICP）如何正面應對這一挑戰。通過將智能合約的防篡改性質與AI型號的智能功能相結合，Dfinity設想了一個未來，在該未來中，AI驅動的應用程序提供了一種無縫且引人入勝的用戶體驗，就像熟悉的Web2應用程序一樣，但具有分散性的額外好處。

The interview also delves into the unique aspects of combining AI with blockchain technology. Autonomous agents and smart services, a key focus of Web3, can benefit significantly from the synergy of AI and blockchain. These agents can manage DeFi portfolios or automate DAO governance processes based on real-time data and behavior.

訪談還深入研究了將AI與區塊鏈技術相結合的獨特方面。 Web3的關鍵重點是自主代理和智能服務，可以從AI和區塊鏈的協同作用中受益匪淺。這些代理可以根據實時數據和行為來管理Defi Portfolios或自動化DAO治理過程。

Furthermore, AI models can support personalization in decentralized apps by analyzing preferences and behavior to deliver tailored content. This lack of personalization has been a weakness of Web3 compared to Web2, but it's an area where AI can make a huge difference.

此外，AI模型可以通過分析偏好和行為來提供量身定制的內容來支持分散應用程序中的個性化。與Web2相比，缺乏個性化的是Web3的弱點，但是在這個領域，AI可以產生巨大的不同。

Overall, this interview provides valuable insights into the potential of decentralized AI to transform industries and improve user experiences while respecting data privacy and sovereignty. It's a topic that will continue to be discussed and developed in the coming years.output: In this exclusive Cryptonomist interview, DFINITY explores how the Internet Computer (ICP) is building the World Computer, ushering in a new era of scalable, onchain AI, data sovereignty, and Web3 interoperability.

總體而言，這次訪談為分散AI的潛力轉變行業和改善用戶體驗的潛力提供了寶貴的見解，同時尊重數據隱私和主權。這是一個主題，將在未來幾年中繼續討論和開發。輸出：在這次獨家密碼學家訪談中，Dfinity探討了互聯網計算機（ICP）如何構建世界計算機，並在一個新的可擴展，OnChain AI，數據主權和Web3互操作性的新時代。

1. Can you explain the concept of the “World Computer” on ICP and how it differs from other blockchain-based platforms in terms of accessibility, scalability, and sovereignty?

1。您能在ICP上解釋“世界計算機”的概念，以及它在可訪問性，可伸縮性和主權方面與其他基於區塊鏈的平台有何不同？

The Internet Computer hosts secure compute at scale, but with the World Computer, we aim to further bind together different decentralized networks, creating unprecedented accessibility, scalability, and data sovereignty. In terms of accessibility, apps are hosted fully onchain and accessible through standard URLs, creating a seamless user experience, similar to familiar web2 apps. Canister smart contracts are not as limiting as traditional smart contracts, enabling new levels of scalability – storing large datasets and rapidly processing requests. Due to all nodes running independently, and with no centralized party controlling the network, the World Computer built on ICP enables total user data sovereignty.

Internet計算機託管安全的計算，但是藉助世界計算機，我們的目標是將不同的分散網絡綁定在一起，創建前所未有的可訪問性，可伸縮性和數據主權。在可訪問性方面，應用程序將完全託管，可以通過標準URL訪問，並可以創建無縫的用戶體驗，類似於熟悉的Web2應用程序。罐頭智能合約不像傳統的智能合約那樣限制，可以實現新的可擴展性 - 存儲大型數據集和快速處理請求。由於所有的節點是獨立運行的，並且沒有控製網絡的集中式聚會，因此構建基於ICP的世界計算機可實現總用戶數據主權。

2. What are the main challenges in building a fully onchain system that can match the scalability and user experience of Web2 applications? How is ICP addressing these challenges?

2。建立完全可以匹配Web2應用程序的可擴展性和用戶體驗的全鏈系統的主要挑戰是什麼？ ICP如何應對這些挑戰？

The typical challenges of building an onchain network that we have noticed include scalability, user experience, and data and compute limitations.

我們注意到的構建OnChain網絡的典型挑戰包括可擴展性，用戶體驗以及數據和計算限制。

ICP addresses these challenges by using canister smart contracts, enabling larger data storage than traditional smart contracts; also storing everything onchain with no external cloud server hosting the data. ICP does not build on web2 infrastructure like AWS, we are building the internet stack itself enabling the web2 experience to perform entirely onchain – ensuring a comfortable user experience, similar to web2 but with enhanced security.

ICP通過使用罐頭智能合約來應對這些挑戰，使數據存儲能夠比傳統的智能合約更大。還可以在沒有託管數據的外部雲服務器的情況下存儲所有鏈。 ICP不在諸如AWS之類的Web2基礎架構上構建，我們正在構建Internet堆棧本身，使Web2體驗能夠完全on鏈 - 確保具有舒適的用戶體驗，類似於Web2，但具有增強的安全性。

3. The integration of AI models on smart contracts is a unique approach. How does DFINITY ensure the security and tamperproof nature of these AI models while maintaining scalability?

3。在智能合約上的AI模型集成是一種獨特的方法。在保持可擴展性的同時，如何確保這些AI模型的安全性和防篡改性質？

ICP’s AI model deployment takes place entirely onchain, and the model’s logic is immutable unless designed to be upgradeable. That means that all data inputs and outputs are transparent, ensuring that the model cannot be tampered with without detection. This aids in preventing any malicious behaviour from taking place.

ICP的AI模型部署完全是on鏈的，除非設計為可以升級，否則模型的邏輯是不變的。這意味著所有數據輸入和輸出都是透明的，可以確保在沒有檢測的情況下不能篡改模型。這有助於防止發生任何惡意行為。

Each canister exists and runs in a sandbox environment, thus they are isolated from other parts of the system, meaning that any incidents will be contained. Orthogonal persistence also allows canisters to maintain their state no matter the conditions, allowing AI services to run without needing to reload or reinitialize after every interaction.

每個罐都存在並在沙盒環境中運行，因此它們與系統的其他部分隔離，這意味著將包含任何事件。正交持久性也允許罐子保持其狀態，無論條件如何，都可以在每次互動後不需要重新加載或重新初始化AI服務。

4. Can you share some practical use cases where ICP’s onchain AI models could significantly impact industries or user experiences?

4。您能否共享一些實際用例，其中ICP的OnChain AI模型可能會對行業或用戶體驗產生重大影響？

ICP’s onchain AI models enable highly secure and transparent decentralized applications that have the potential to transform user experiences across industries – from healthcare, to financial services and education. AI can offer fraud detection, verify authenticity and traceability in supply chains, and even create personalised tutors. Due to their nature as smart contracts, AI agents built on ICP do not rely on intermediary centralized systems, ensuring tamperproof and verifiable outputs – boosting reliability, and ensuring open access and data sovereignty.

ICP的OnChain AI模型實現了高度安全和透明的分散應用程序，這些應用程序有可能改變整個行業的用戶體驗 - 從醫療保健到金融服務和教育。 AI可以提供欺詐檢測，驗證供應鏈中的真實性和可追溯性，甚至創建個性化的導師。由於其性質為智能合約，因此基於ICP的AI代理不依賴中央集中式系統，確保篡改和可驗證的輸出 - 提高可靠性，並確保開放訪問和數據主權。

In terms of a product using AI onchain that we are very excited about, ICP will soon launch a platform called Caffeine. This is our proprietary AI app building tool that will enable a complete paradigm shift towards the ‘self-writing internet’. Using natural-language prompts in a seamless user interface, Caffeine will allow anyone, anywhere, to build, deploy and update any app they desire, without the need for complex coding knowledge or expensive technical equipment. This is truly the next step in making

就我們非常興奮的AI Onchain產品而言，ICP將很快啟動一個名為Caffeine的平台。這是我們專有的AI應用程序構建工具，它將使朝向“自編寫的互聯網”的範式轉變。咖啡因在無縫用戶界面中使用自然語言提示，將允許任何人，任何地方，都可以構建，部署和更新所需的任何應用程序，而無需複雜的編碼知識或昂貴的技術設備。這確實是下一步