Quick Hits: August 9, 2026
Four quick ones from the past day: a GPU-free DeepSeek milestone on China's flagship supercomputer, the spread of local "AI bureaus," the state bank cashing in on China's AI listing boom, and DeepSeek buying a body for its AGI ambitions.
A Chinese team says it has run the full DeepSeek-V3/R1 671B model on the Lingsheng supercomputer using only CPUs — not a single GPU. Qingcheng Jizhi, an inference-optimization startup, says it deployed the MoE model across 16 nodes of Lingsheng's LX2 CPU platform, which packs high-bandwidth memory on the chip, and matched the output throughput of an 80-GPU cluster at high batch sizes using heavy expert parallelism and multi-token prediction. The project's backers bill Lingsheng as the world's top supercomputer, a claim that's hard to verify externally — but the milestone matters as a demonstration that domestic CPU-only hardware can serve large-model inference while China's GPU supply stays constrained.
The take: "token factory" is the industry's new buzzword, and it signals a shift to judging AI compute by tokens delivered per yuan, not peak FLOPS.
China's local governments are standing up dedicated AI agencies at a rapid clip — the latest, Foshan's Shunde district, launched the country's first bureau focused purely on embodied intelligence on July 28. Science and Technology Daily counts at least seven such bodies since Shenzhen's Longgang district created the first AI (robotics) agency in May 2025, including Wenzhou's prefecture-level AI bureau and the first independent, fully staffed AI bureaus in Zhuhai and Guangzhou's Haizhu district. Shunde — home to China's largest industrial-robotics production base — wants its new bureau to turn factory floors into real-world testbeds for humanoid robots, while Longgang has already lifted its AI subsidies and introduced "robot vouchers" worth 100 million yuan.
The take: when governments create dedicated bureaucracies, dedicated budgets and procurement usually follow — expect more "AI + X" bureaus across China this year.
China's state-owned investment bank CICC is the quiet winner of the country's AI listing boom, the Financial Times reports. The bank sponsored the multibillion-dollar IPOs of memory chipmaker CXMT — China's largest listing in 16 years — and optical-transceiver maker Zhongji Innolight, whose roughly $6.8 billion Hong Kong debut was the city's largest first-time share sale in seven years. CICC's deal volume has hit $11.5 billion this year, more than double the same period in 2025, even as fee compression bites: the CXMT sponsorship fee came to just $33.6 million split across six banks, or 0.39 percent of the deal.
The take: the AI trade has reached China's capital markets at record scale, yet the bank's own shares trade well below their highs — the market is pricing the boom and the fee squeeze at the same time.
DeepSeek is taking a strategic stake in robot maker Unitree's Shanghai IPO, paying about 141 million yuan for a placement locked up for 36 months. Unitree, the Hangzhou maker of quadruped and humanoid robots, priced its STAR Market offering at 150.80 yuan per share on August 6 — a roughly 61 billion yuan valuation and about 6.1 billion yuan raise at a 219-times P/E — with subscriptions opening August 10. Unitree's announcement frames the deal as pairing a leading large-model company with embodied-intelligence hardware: DeepSeek supplies the brain, Unitree the body, in the standard telling of China's robot-AGI playbook.
The take: Liang Wenfeng's team is putting real money behind the bet that AGI's endgame is physical — and locking itself in for three years to prove it.
