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Liang Wenfeng

AI, Hedge Fund
Public Stake Value
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No US-listed stake on file
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Latest moves

Liang WenfengInvestmentAI & techPrivateAI read · ▲ Expansion

DeepSeek's new funding round swells toward $15 billion

The move

DeepSeek is close to securing at least 80 billion yuan (about $12 billion) in a new funding round that could reach roughly 100 billion yuan (about $15 billion) based on signed term sheets, with Tencent and battery maker CATL committing the largest amounts.

Why it matters

The round would value founder Liang Wenfeng's AI lab far above its first outside round earlier in 2026, and ties two of China's biggest corporate names, Tencent's Ma Huateng and CATL's Robin Zeng, directly to its growth.

The bear case

Neither DeepSeek, Tencent nor CATL has publicly confirmed the terms, and the round was reportedly paused once already after comments from Liang about reliance on Nvidia chips went viral.

What to watch

Whether the round closes near $15 billion and whether DeepSeek proceeds with a flagged 2027 Shanghai STAR Market listing.

Liang WenfengInvestmentAI & techPrivateAI read · ▲ Bullish

DeepSeek raises $12B+ with Tencent and CATL backing 2027 IPO push

The move

DeepSeek is targeting at least $12 billion in new funding, with the round potentially reaching roughly $15 billion (about 100 billion yuan) after demand outstripped its original 50-billion-yuan target, Bloomberg and CNBC reported Oct. 6. Tencent (Ma Huateng) and CATL (Robin Zeng) have committed some of the largest amounts. The raise was expected to close this month. DeepSeek has hired CITIC Securities to prepare for a possible listing on China's STAR Market as soon as 2027, and is building a data center in Inner Mongolia that will use at least 160,000 Huawei AI accelerators instead of Nvidia hardware.

Why it matters

This is one of the largest private AI funding rounds in China's history, and the Huawei chip commitment shows DeepSeek deliberately building outside Nvidia's ecosystem.

The bear case

A STAR Market listing is still a year or more away and depends on Chinese regulators, DeepSeek's model momentum holding up, and investor appetite for AI stocks not cooling in the meantime.

What to watch

Confirmation that the funding round has closed and at what final size and valuation.

Source · American BazaarRead original ↗Report an error
Liang WenfengProduct launchAI & techPrivateAI read · — Technical

DeepSeek details an AI training system built for scale

The move

DeepSeek published a paper on September 23 describing DSec, an internal system for managing sandboxes used to train AI agents. A single production unit spans about 160 nodes, supports roughly 3 million sandboxes a day and can create more than 5,000 sandboxes per second. Founder Liang Wenfeng is listed among the paper's more than 130 authors.

Why it matters

It shows DeepSeek is putting serious engineering effort into the infrastructure behind agentic AI, not just model releases, as it competes with far more heavily funded US labs.

The bear case

Publishing a research paper isn't the same as shipping a product; there's no indication yet that DSec powers any consumer-facing DeepSeek release.

What to watch

Whether DeepSeek ties DSec to a new agent product launch.

Recent SEC filings

This person doesn't file with the SEC.

Footprint

Companies

DeepSeek (Hangzhou DeepSeek Artificial Intelligence)Founder & CEO · nearly 90% (pre-Series A, per… · as of May 2026
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Role
Founder & CEO; controlling shareholder
Stake
nearly 90% (pre-Series A, per TechCrunch)
Stake as of
2026-05-06
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High-Flyer (幻方) quantitative hedge fund / High-Flyer Capital ManagementCo-founder
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Role
Co-founder (2015, with two college classmates)
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Investment vehicles

High-Flyer (幻方量化)fund
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Type
fund
Notes
Hangzhou/Shanghai quant fund; also built Fire-Flyer AI training infrastructure
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Private deals

DeepSeek's first-ever outside funding round (Series A): >50B yuan (~$7.4B) led by Liang's own ~20B yuan, with Tencent…Jun 2026
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In full
DeepSeek's first-ever outside funding round (Series A): >50B yuan (~$7.4B) led by Liang's own ~20B yuan, with Tencent, CATL and others ~30B yuan; valuation just under $60B (Forbes cites $52B)
Date
2026-06
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Liang personally invested ~20B yuan (nearly half the round), becoming largest backer and keeping control; Big Fund did…Jun 2026
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In full
Liang personally invested ~20B yuan (nearly half the round), becoming largest backer and keeping control; Big Fund did not lead
Date
2026-06-18
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Earlier talks: round at up to $45B valuation, with China Integrated Circuit Industry Investment Fund reported as lead…May 2026
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In full
Earlier talks: round at up to $45B valuation, with China Integrated Circuit Industry Investment Fund reported as lead and Tencent/Alibaba in talks
Date
2026-05-06
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Reported talks to raise ~$1.5B at ~$71B valuation after the $7B round; IPO prep reportedJul 2026
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Pre-IPO round seeking ~50B yuan at ~500B yuan (~$74B) pre-money; existing investors Monolith, Shixiang Capital, CATL…Aug 2026
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In full
Pre-IPO round seeking ~50B yuan at ~500B yuan (~$74B) pre-money; existing investors Monolith, Shixiang Capital, CATL; in talks with CPE, Legend Capital, Stony Creek Capital, GigaDevice-linked and Hefei state funds
Date
2026-08-26
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DeepSeek appointed four IPO underwriters led by CITIC Securities for a Shanghai STAR Market listingSep 2026
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Legal & regulatory

Italy banned DeepSeek from app stores over data transfers (early 2025); Berlin's data protection commissioner asked…
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In full
Italy banned DeepSeek from app stores over data transfers (early 2025); Berlin's data protection commissioner asked Apple and Google to remove DeepSeek from German app stores
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Trump administration reportedly weighed barring DeepSeek from buying Nvidia chips and blocking US access to its…
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In full
Trump administration reportedly weighed barring DeepSeek from buying Nvidia chips and blocking US access to its services (NYT via TechCrunch)
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China reportedly keeping DeepSeek under close watch
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Liang met Xi Jinping at a 2025 tech entrepreneurs' meeting in Beijing
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What to watch

Start of DeepSeek IPO process for Shanghai STAR Market (sources say it aims to begin in 2026; listing targeted 2027)2026 (process start)
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Close of pre-IPO round at ~$74B pre-money valuation
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New model releases after V4.1 Flash (launched Sept 10, 2026)
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DeepSeek's push into agentic AI (Harness launch, Aug 2026)
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More government restrictions on DeepSeek apps or chip access in the US/EU
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