互联网计算机（ICP）探讨了世界计算机如何构建下一个可扩展的OnChain AI时代

在这次独家的密码学家访谈中，Dfinity探讨了互联网计算机（ICP）如何构建世界计算机，并在一个新时代迎来了可扩展的新时代

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.

在一个越来越依赖人工智能（AI）的世界中，数据隐私，安全和控制的问题从未如此紧迫。随着AI技术迅速发展并融入我们生活的各个方面，人们对集中实体对个人数据的潜在滥用进行了越来越关注。

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.

对Dfinity的这次访谈强调了Internet计算机（ICP）如何正面应对这一挑战。通过将智能合约的防篡改性质与AI型号的智能功能相结合，Dfinity设想了一个未来，在该未来中，AI驱动的应用程序提供了一种无缝且引人入胜的用户体验，就像熟悉的Web2应用程序一样，但具有分散性的额外好处。

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.

访谈还深入研究了将AI与区块链技术相结合的独特方面。 Web3的关键重点是自主代理和智能服务，可以从AI和区块链的协同作用中受益匪浅。这些代理可以根据实时数据和行为来管理Defi Portfolios或自动化DAO治理过程。

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模型可以通过分析偏好和行为来提供量身定制的内容来支持分散应用程序中的个性化。与Web2相比，缺乏个性化的是Web3的弱点，但是在这个领域，AI可以产生巨大的不同。

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.

总体而言，这次访谈为分散AI的潜力转变行业和改善用户体验的潜力提供了宝贵的见解，同时尊重数据隐私和主权。这是一个主题，将在未来几年中继续讨论和开发。输出：在这次独家密码学家访谈中，Dfinity探讨了互联网计算机（ICP）如何构建世界计算机，并在一个新的可扩展，OnChain AI，数据主权和Web3互操作性的新时代。

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上解释“世界计算机”的概念，以及它在可访问性，可伸缩性和主权方面与其他基于区块链的平台有何不同？

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计算机托管安全的计算，但是借助世界计算机，我们的目标是将不同的分散网络绑定在一起，创建前所未有的可访问性，可伸缩性和数据主权。在可访问性方面，应用程序将完全托管，可以通过标准URL访问，并可以创建无缝的用户体验，类似于熟悉的Web2应用程序。罐头智能合约不像传统的智能合约那样限制，可以实现新的可扩展性 - 存储大型数据集和快速处理请求。由于所有的节点是独立运行的，并且没有控制网络的集中式聚会，因此构建基于ICP的世界计算机可实现总用户数据主权。

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应用程序的可扩展性和用户体验的全链系统的主要挑战是什么？ ICP如何应对这些挑战？

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

我们注意到的构建OnChain网络的典型挑战包括可扩展性，用户体验以及数据和计算限制。

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通过使用罐头智能合约来应对这些挑战，使数据存储能够比传统的智能合约更大。还可以在没有托管数据的外部云服务器的情况下存储所有链。 ICP不在诸如AWS之类的Web2基础架构上构建，我们正在构建Internet堆栈本身，使Web2体验能够完全on链 - 确保具有舒适的用户体验，类似于Web2，但具有增强的安全性。

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。在智能合约上的AI模型集成是一种独特的方法。在保持可扩展性的同时，如何确保这些AI模型的安全性和防篡改性质？

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链的，除非设计为可以升级，否则模型的逻辑是不变的。这意味着所有数据输入和输出都是透明的，可以确保在没有检测的情况下不能篡改模型。这有助于防止发生任何恶意行为。

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.

每个罐都存在并在沙盒环境中运行，因此它们与系统的其他部分隔离，这意味着将包含任何事件。正交持久性也允许罐子保持其状态，无论条件如何，都可以在每次互动后不需要重新加载或重新初始化AI服务。

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

4。您能否共享一些实际用例，其中ICP的OnChain AI模型可能会对行业或用户体验产生重大影响？

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模型实现了高度安全和透明的分散应用程序，这些应用程序有可能改变整个行业的用户体验 - 从医疗保健到金融服务和教育。 AI可以提供欺诈检测，验证供应链中的真实性和可追溯性，甚至创建个性化的导师。由于其性质为智能合约，因此基于ICP的AI代理不依赖中央集中式系统，确保篡改和可验证的输出 - 提高可靠性，并确保开放访问和数据主权。

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

就我们非常兴奋的AI Onchain产品而言，ICP将很快启动一个名为Caffeine的平台。这是我们专有的AI应用程序构建工具，它将使朝向“自编写的互联网”的范式转变。咖啡因在无缝用户界面中使用自然语言提示，将允许任何人，任何地方，都可以构建，部署和更新所需的任何应用程序，而无需复杂的编码知识或昂贵的技术设备。这确实是下一步