> For the complete documentation index, see [llms.txt](https://dgpt.gitbook.io/dgpt-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://dgpt.gitbook.io/dgpt-docs/project-background/ai-arithmetic-proliferation-under-chatgpts-demand.md). # AI Arithmetic Proliferation under ChatGPT's Demand According to ARK Invest's prediction, the number of Chat GPT-4 parameters is up to 1,500 billion, and since there is a positive relationship between the number of parameters and the arithmetic demand, it can be deduced that the demand for GPT-4 arithmetic reaches up to 31,271 PFlop/s-day. With domestic and foreign vendors accelerating the layout of large models with hundreds of billions of parameters, the training demand is expected to grow further, and this is coupled with the rapid growth of reasoning demand driven by the application of large models to the ground. Application-driven reasoning demand for high-speed growth, together drive the arithmetic revolution and boost the AI server market and shipments of high-speed growth. --- # 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://dgpt.gitbook.io/dgpt-docs/project-background/ai-arithmetic-proliferation-under-chatgpts-demand.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.