Hello! I'm your financial news analysis assistant. This news about DeepSeek is incredibly informative and signals significant changes. In simple terms, DeepSeek, which was once known for its focus on technology and indifference to user traffic, is undergoing a fundamental transformation.
It was like a martial arts master living in seclusion, only working on improving its internal skills (model capabilities) without caring about the outside world. Now, it's ready to step out of the mountains, establish its own school, recruit students (users), seek funding for a public offering (IPO), and even build facilities for its computing power (such as a large-scale data center).
Let me break down this news into five key points to help you understand what DeepSeek is doing and what it means for us ordinary people:
1. Hiring a CFO: Not Just an Accountant, but a Capital Expert
Core Interpretation: DeepSeek is preparing for an IPO, and the requirements are quite unique.
The most striking part of the news is that DeepSeek is looking for a CFO, with founder Liang Wenfeng specifically requesting someone from the post-90s generation. The top candidate is Yan Wentao, a partner at Hillhouse Capital.
- Why a CFO from the investment world?
Typically, a CFO is responsible for accounting, but DeepSeek's situation is different. It has just raised over 10 billion yuan and is preparing to list on the STAR Market. A CFO at this stage needs to know how to interact with shareholders, communicate with the capital market, and maximize the company's value. Yan Wentao, who has invested in companies like ByteDance, REDnote, and Zhipu, meets these requirements.
- Why the post-90s generation?
This reflects Liang Wenfeng's preferences for innovation and a younger, more tech-savvy approach.
- Implication:
DeepSeek no longer wants to be just a “technology lab”; it aims to become a legitimate, publicly recognized company. Hiring a CFO is a standard step before an IPO, indicating that the IPO is not just a rumor but a definite plan in the works.
2. Shifting Strategy from Tech-Driven to User-Focused
Core Interpretation: Products previously neglected for being too complicated are now becoming crucial.
Two years ago, when DeepSeek R1 was popular, Liang Wenfeng said, “The big rewards are ahead; the small things are insignificant.” Now, the company has changed its approach.
- Current Changes:
The DeepSeek web version now looks like a large dialogue box with the slogan, “Ask anything, and let’s explore together.” They have also quietly added a voice chat feature with the ability to interrupt and change voices.
- Why the change?
User numbers have increased, but they still lag behind competitors like ByteDance and Alibaba. DeepSeek needs its own user interface (APP or website) to fully utilize its models.
- Summary:
DeepSeek realizes that great models alone are not enough; users need an easy and convenient way to use the platform. So, they are working on improving the user experience and adding voice interaction features.
3. Recruitment Focus: From Scientists to Engineers
Core Interpretation: The focus of research and development has shifted from creating models to building a stable system.
DeepSeek has hired 150 engineers and agents for backend development, with no AI researchers.
- What does this mean?
They no longer lack top scientists but need engineers to ensure the models can handle large numbers of users and complex tasks.
- Example:
It’s like building an engine first and then the entire vehicle. A strong engine is essential, but the system must be robust to support the entire system.
- Purpose:
To support the development of intelligent agents that can perform tasks like booking flights or writing code. This requires a powerful backend infrastructure.
4. The Importance of User Access
Core Interpretation: More user usage makes AI smarter through continuous feedback.
Many wonder if AI models don’t become fixed once trained. The truth is that 80% of an AI’s knowledge comes from public internet data, and the remaining 20% comes from actual usage.
- DeepSeek’s Strategy:
If users use platforms like ByteDance or Alibaba, those companies get valuable feedback that improves their models. DeepSeek needs its own user base to stay competitive.
- Conclusion:
The focus on user access is about obtaining data, which is essential for AI development. Without users, there’s no progress towards AGI (general artificial intelligence).
5. Financing for Growth
Core Interpretation: DeepSeek needs to raise funds for long-term investment in AI and infrastructure.
The company is building a large data center in Inner Mongolia, purchasing Huawei chips, and investing in robotics companies like Yushu Technology.
- Sufficient Funds?
Although it has raised over 10 billion yuan, the AI industry is competitive. Raising more funds is necessary to keep up.
- The Role of an IPO:
- Valuation: To provide returns for early investors like Tencent, JD.com, and Liang Wenfeng.
- Talent Retention: Stock options for employees will become valuable only after the company goes public.
- Continuous Funding: A public company can easily access more capital for long-term investments in computing power.
- Liang Wenfeng’s Plan:
He previously delayed commercialization because his fund could support the company. Now, to compete with ByteDance and Alibaba, DeepSeek needs to become a world-class technology company, which requires capital from the market.
In summary, DeepSeek is transforming from a tech-driven club to a national-level AI platform. This means better products, more intense competition, and a potential shift in the AI industry landscape. For us, it means improved user experience and a more integrated AI ecosystem in our daily lives. The journey is just beginning.