Liang Wenfeng

THE HEDGE-FUND GUY WHO HOARDED CHIPS AND BROKE THE AI RACE

Liang built a quantitative-trading fortune with machine learning, spent it on Nvidia hardware before export controls tightened, and turned High-Flyer's research obsession into DeepSeek. The cheap, capable open models forced the industry to reprice what frontier performance requires.

1. 2002

   SEVENTEEN-YEAR-OLD LIANG ENTERS ZHEJIANG UNIVERSITY

   Liang enrolled at Zhejiang University to study electronics and communications engineering, later continuing into a master's program.

   SOURCES: Reutersreported

2. 2010

   MASTER'S DONE: COMMUNICATIONS AND MACHINE VISION

   Liang completed his master's degree at Zhejiang University after research involving communications and machine vision.

   SOURCES: Reutersreported

3. 2015

   MACHINE LEARNING MEETS THE HEDGE FUND

   Liang co-founded High-Flyer, a quantitative hedge fund built around mathematical models and increasingly AI-driven trading.

   SOURCES: Reutersreported

4. 2021

   THE HEDGE FUND STARTS HOARDING AI COMPUTE

   High-Flyer accumulated large amounts of Nvidia hardware and built major computing clusters before U.S. export restrictions tightened access to advanced chips.

   SOURCES: Reutersreported

5. 2023

   THE QUANT FUND SPINS UP AN AGI LAB

   High-Flyer created DeepSeek as an independent research group focused on advanced AI, with Liang leading the new organization.

   SOURCES: Reutersreported

6. Jan 2025

   R1 MAKES WALL STREET REPRICE THE AI RACE

   DeepSeek's R1 release drew global attention for strong reasoning performance and claims of unusual efficiency, contributing to a major selloff in U.S. technology shares.

   SOURCES: Reutersreported

7. Sep 14, 2026

   THE RESEARCH LAB STARTS LOOKING LIKE A GIANT COMPANY

   DeepSeek moved toward external financing and a possible public listing after years of funding from High-Flyer, with Reuters reporting a multibillion-dollar fundraising round.

   SOURCES: Reutersreported