Monday, June 22, 2026

What Is DeepSeek? Is It Important? What should I know about it?

January 28, 2025
1 min read

Well, the Chinese artificial intelligence startup DeepSeek has introduced two groundbreaking AI models that promise comparable or superior performance at a fraction of the cost. And when we say fraction, well it is a fraction. 🤯

  • Oh, that’s all?
  • Hmm, it’s a little more complicated…

The company’s DeepSeek-V3 and DeepSeek-R1 models are now raising questions about the sustainability of massive AI investments by established U.S. companies. So, yesterday’s stock market was pretty straightforward about it.

Breaking Cost Barriers

DeepSeek’s most striking achievement lies in its cost efficiency. The company reports training its DeepSeek-V3 model for less than $6 million using Nvidia H800 chips, a figure that stands in stark contrast to the substantial investments made by its U.S. counterparts. The DeepSeek-R1 model reportedly operates at 20 to 50 times lower costs than OpenAI‘s models for certain applications.

The company’s success has already translated into market recognition, with the DeepSeek AI Assistant surpassing ChatGPT to become the top-ranked free application on the U.S. Apple App Store, signaling strong user adoption beyond China’s borders.

DeepSeek Controversies and Skepticism

However, DeepSeek’s rapid rise has not been without controversy. Industry observers have raised questions about the company’s claimed possession of 50,000 Nvidia H100 chips, which could potentially conflict with U.S. export control regulations.

Additionally, some analysts have expressed skepticism regarding the company’s stated training costs, suggesting these figures might not tell the complete story.

Strategic Leadership and Connections

Founded in 2023, DeepSeek operates under the leadership of Liang Wenfeng, who brings significant expertise from his role as co-founder of hedge fund High-Flyer. The fund’s experience in AI chip technology and its 10,000 A100 chip cluster operation provides DeepSeek with valuable technical infrastructure and know-how.

Government Recognition and Strategic Importance

DeepSeek’s achievements align closely with Beijing’s strategic objectives to develop domestic AI capabilities independent of U.S. technology restrictions. The company’s prominence in China’s tech community was recently highlighted by Liang’s participation in a high-level symposium hosted by Premier Li Qiang, underscoring the government’s recognition of DeepSeek‘s role in advancing China’s AI ambitions.

How About the Global AI Industry?

Well, it does challenge the assumptions about the necessary scale of investment for developing cutting-edge AI models.

If the company’s claims prove accurate (yes, I wanted it with bold), it could force established players to reconsider their approach to AI development and deployment costs, potentially accelerating the democratization of advanced AI technologies.

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