> For the complete documentation index, see [llms.txt](https://dpincloud.gitbook.io/dpincloud/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://dpincloud.gitbook.io/dpincloud/getting-started/background.md). # Background ### Market Overview & Challenges High-performance computing (HPC) is the engine of the modern digital economy. However, as demand from AI and Cloud Gaming skyrockets, systemic inefficiencies act as bottlenecks. #### The Enterprise Adoption Gap While consumer demand grows, enterprises face massive challenges in integrating complex AI and Web3 technologies. High technical barriers, lack of standardized components, and integration complexity prevent mainstream adoption. DPIN addresses this by offering **Composable Business Capabilities (PBCs)** via our partners. ### Strategic Objectives The core strategy lies in constructing a scalable global computational power network capable of elastic scheduling and widespread sharing of resources. * **Scalable Global Network:** Optimizing the use of computational nodes, managed by users, to reduce operational costs. * **Enterprise Acceleration via CSB:** Through our strategic integration with the **CSB Digital Platform**, we aim to lower the barrier for enterprises to adopt AI and Web3 technologies. By offering a "composable" environment, businesses can deploy complex architectures without needing deep blockchain expertise. * **Global Ecosystem Integration:** Collaborating with the multinational council members of **42DAO** to promote the in-depth expansion and seamless integration of the global AI computing resource market. --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://dpincloud.gitbook.io/dpincloud/getting-started/background.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.