虎嗅

"Computing power vendors are all competing for 'super nodes'—which one is most likely to claim the throne of dominance?"

原文:算力厂商都在抢“超节点”,谁最可能坐上铁王座?

Summary of Key Points

China’s leading technology companies (Huawei, ZTE, Alibaba, Sugon, etc.) are engaged in a fierce competition for the “super node” market, much like the various families vying for the Iron Throne in “Game of Thrones.” They are not just competing on the amount of computing power; they are also striving to dominate the infrastructure of China’s future AI industry. The winner will hold the key to shaping the discourse in the AI era.

1. What exactly is a “super node”?

The term “super node” can be thought of as an “AI superpower station and command center.” AI requires substantial computing power to perform tasks such as training large models like ChatGPT or processing massive amounts of data. Ordinary computing centers are like small gas stations, capable of serving only a few devices, whereas super nodes can supply hundreds or even thousands of AI systems simultaneously. They not only possess greater computational power but also enable the integration of computing resources from different locations, making AI models run faster and more efficiently. In short, super nodes are the vital infrastructure for the AI industry—without them, even the most advanced AI applications would be unable to function.

2. Why are everyone competing for super nodes?

In the AI era, “whoever controls the energy controls the conversation.” The biggest challenge is securing enough computing power. Training a large model may require tens of thousands of servers running for months, which is beyond the capabilities of most companies. Super nodes can provide this massive amount of power, allowing those who own them to control key aspects of the AI ecosystem:

  • Governments and businesses need to collaborate with manufacturers that have super nodes to implement AI projects;
  • New AI applications (such as autonomous driving and intelligent healthcare) rely on super nodes;
  • They can even set industry standards—how super nodes are built and priced are determined by their owners, similar to how those who control King’s Landing in “Game of Thrones” issue orders.

3. What are the differences among the companies’ strategies?

Each company has its unique strengths:

  • Huawei relies on its own proprietary hardware, including its Ascend chips and servers, giving it a solid foundation;
  • ZTE excels in integrating communications technology with hardware, connecting super nodes to 5G networks and data centers for faster data transfer;
  • Alibaba leverages its cloud platform to integrate super nodes with cloud services and AI applications (e.g., Tmall Genie, DingTalk AI), providing a convenient user experience;
  • Sugon specializes in high-performance computing and is well-suited for handling complex AI tasks.

4. What are the benefits of winning this competition?

If a company becomes the dominant player in China’s AI infrastructure, it will reap numerous advantages:

  • Profitability: The construction and maintenance of super nodes represent significant business opportunities, attracting government, internet companies, and financial institutions;
  • Influence: It can set industry standards for technology specifications and pricing;
  • Future prospects: AI is a core industry for the next decade, and control over super nodes will grant a leading position in various AI segments (e.g., autonomous driving, metaverse), similar to ruling the entire Westeros in “Game of Thrones.”

5. What does this mean for ordinary people?

The adoption of super nodes will bring more practical benefits to everyday life:

  • Improved AI services: AI tools will become faster and more reliable;
  • Lower costs: Reduced computing power costs will make AI-based services (e.g., intelligent healthcare, education) more affordable;
  • New opportunities: New jobs in areas such as super node maintenance and infrastructure design will emerge, opening up career paths for ordinary individuals.

In summary, this battle for super nodes is not just a minor dispute among companies but a critical “power game” that determines the future of China’s AI industry. The winner will lead China’s AI efforts to the forefront globally.