❯ Former Tongyi Qianwen Lead Lin Junyang Founds Pragmatik Labs at a $2 Billion Angel-Round Valuation

LEADAccording to multiple media reports, Lin Junyang, the former technical lead of Alibaba’s Tongyi Qianwen, announced on August 12 that he has founded Pragmatik Labs (internally abbreviated as “p7k”) in Shanghai, with a post-money valuation of roughly $2 billion in its angel round and a raise of several hundred million dollars. The company currently has no product and no revenue — barely two months after he left Alibaba.

LINEUPReports say he departed Alibaba this June, with the outside world widely expecting him to strike out on his own. The round was co-led by Gaorong Capital and HongShan, with Tencent and the Shanghai Future Industry Fund participating — a state-backed guidance fund and an internet giant entering the cap table at the same time. Lin Junyang, one of Alibaba’s youngest P10s, steered the core technical line that took Tongyi Qianwen from zero to the world’s most-downloaded open-source model family.

PIVOTThe direction is the part to watch: the new company will not build foundation models — it will build next-generation agents spanning digital and physical environments. This is a clear route change, redeploying the capital accumulated in pretraining into the next-generation platform bet on agents, and wagering that the model layer’s window of easy gains is narrowing.

PRICINGThe valuation anchor for Chinese AI startups has been raised another notch. The $2 billion is likewise buying a résumé, not a product — structurally the same as Discovery Loop’s pricing logic that same day, just at five times the scale. What loosens next is the hiring market: the retention cost for a big tech firm’s core model lead must now be benchmarked against billion-dollar external options.

▪ SIGNALA P10 leaves, and two months later commands a $2 billion valuation — China’s big tech talent war just changed its unit of account.