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  OpenAI drives the AI PC and CPU market
OpenAI drives the AI PC and CPU market
Time : 2024-10-18 11:53:02
Edit : Jtti

OpenAI leads a new chapter in reasoning computing power and promotes major changes in the AI PC and CPU market. Open AI's Scaling Law brings a major advance to the field of artificial intelligence, especially in the area of reasoning power. This new development improves the logical reasoning ability of AI and also provides new opportunities for the development of AI CPU agents. The following is an analysis of how OpenAI's Scaling Law affects the AI PC and CPU market.

OpenAI's new Scaling Law model, O1, reaches new heights in logic capabilities and represents a future specialization that will focus more on reasoning capabilities and enable deeper reasoning capabilities in specific domains.

By combining large models and retrieval enhancements to generate RAG, AI changes efficiently when processing large amounts of information. RAG uses an external knowledge base to provide accurate Q&A services, which is critical for large models that frequently require input from an external knowledge base.

The promotion of distributed vector databases. In the process of large model application, distributed vector database is of key significance. The high-dimensional vector retrieval ability of vector database can better match with large model, realize economic and universal method, and solve the bottleneck of enterprise deployment of large model.

AI PC and CPU bring new opportunities, AI application landing process is getting faster and faster, and the performance requirements for the entire system will be higher. We are gradually focusing on a more powerful distributed vector database, looking forward to achieving a more powerful AI PC and CPU combination to meet the needs of more users in high-concurrency scenarios.

With the rapid development of large models, the deep integration of storage and computing has become a problem that we have to face. The CPU plays a key role in this process, as it can be used to connect storage, networks, and various accelerators, and also provides powerful support to make large model applications run more efficiently.

In the process of AI reasoning, the high performance and energy efficiency of the CPU make AI reasoning play a greater role, and as the process computing power consumption of large model reasoning increases, higher requirements are also provided for the infrastructure platform supporting the operation of large models. The CPU becomes an important hub for connecting storage, networking, and a variety of accelerators.

The development direction of AI CPU is a special processor with integrated NPU, the device in the master bedroom executes AI task design locally, and the AI CPU will also become the basic hardware facility for running AI functions.

The 3nm AI CPU developed by Mediatek in collaboration with Nvidia is about to enter the streaming stage and is expected to reach mass production by the end of 2025. The chip will combine Mediatek's CPU technology and Nvidia's GPU technology to achieve efficient graphics processing and AI computing power. In order to more people will be willing to join the cooperation to develop a new generation of AI CPU.

It can be concluded that OpenAI's Scaling Law promotes the progress of AI in logical reasoning ability, and also brings new development opportunities to the AI PC and CPU market. In the future, we can also expect AI to play a greater role in more fields.

 

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