Chinese artificial intelligence startup DeepSeek is nearing a landmark funding round poised to raise approximately $7.4 billion, potentially ranking among the largest startup financing deals in China. Key investors reportedly include Tencent and the National Artificial Intelligence Industry Investment Fund, a government-backed entity.

Unlike many AI companies chasing immediate commercial returns, DeepSeek’s leadership emphasizes a “research-first” approach, prioritizing fundamental AI innovation over short-term profits. Founder Liang Wenfeng, who is personally investing in the round, has committed to advancing open-source AI models, with a strategic objective of achieving artificial general intelligence (AGI), according to sources familiar with the discussions.

DeepSeek gained industry attention after unveiling an AI model in early 2025 that matched the capabilities of counterparts from U.S. leaders OpenAI and Meta, while requiring significantly fewer Nvidia graphics chips. This breakthrough challenged prevailing assumptions about AI training costs and hardware needs, triggering a sharp decline in Nvidia’s market value as investors reconsidered hardware demand.

The company's novel training methods enable performance improvements in large language models without proportionally increasing training expenses. If proven viable beyond experimental settings, this approach could reshape the financial dynamics of AI deployment in sectors where cost-efficiency matters, such as commerce, payments, and enterprise software.

DeepSeek’s strategy contrasts with other AI developers, including OpenAI and Anthropic, which are exploring stock market listings and diverse revenue streams amid growing pressure to demonstrate commercial success following massive AI infrastructure investments worldwide.