How DeepSeek founder's quant empire is taking on China's choppy IPO boom

• DeepSeek raised $7.4 billion in its first external funding round and is reportedly seeking another $7.4 billion at a $74 billion valuation, exceeding High-Flyer's $11 billion in total assets under management.
• High-Flyer's affiliates secured $26 million in pre-IPO allocation to memory chipmaker CXMT, which surged over 500% on its Shanghai debut in July, representing nearly half of the fund's investments in semiconductors and supply chain companies.
• High-Flyer suffered losses in eight of nine products during July's AI-chip selloff, highlighting revenue instability that limits its ability to continue funding DeepSeek's growing computing and talent retention needs.

Summary: DeepSeek Founder's Quant Empire Navigates China's IPO Boom

Key Players and Background:

DeepSeek founder Liang Wenfeng initially financed his AI laboratory through High-Flyer Quant, a hedge fund he co-founded that uses AI and deep learning for stock trading. DeepSeek gained prominence in January as China's leading AI innovator but now requires external funding as capital demands escalate beyond High-Flyer's capacity.

Investment Activity:

High-Flyer's affiliates have secured strategic pre-IPO allocations in China's hard-tech sector, focusing heavily on semiconductors and supply chains (nearly 50% of allocations). Major investments include:

• CXMT (memory chipmaker): $26 million combined allocation; stock surged 5x at July Shanghai debut, gaining another 20% subsequently
• Unitree Robotics: $5.8 million combined investment; IPO launched last week but declined 27% since debut

The fund experienced volatility during the July AI-chip selloff, with eight of nine products recording losses.

Funding Developments:

DeepSeek raised 50 billion yuan ($7.4 billion) in its first external funding round—exceeding 60% of High-Flyer's 80 billion yuan in total assets. A second funding round targeting at least $7.4 billion at a $74 billion valuation is reportedly underway, with investors including Monolith Management, Tencent, JD.com, NetEase, and CATL. Fundraising was briefly paused in July after investor meeting leaks.

Market Implications:

Analysts note Beijing's strategic tech push creates "lucrative pre-IPO opportunities" for funds aligned with government priorities. DeepSeek's celebrity backing provides "attention and legitimacy" to IPOs, potentially boosting valuations. However, recent volatility raises concerns about speculative frenzies in emerging strategic sectors. The shift to external funding signals AI's escalating capital intensity and competitive talent retention pressures.