ChinAI #348: China's Compute Year in Review - frenzy, growing pains, and key milestones
Summary
A Leiphone year-in-review piece, "2025 China Computing Power Industry Chronicles - Frenzy, Growing Pains, and Value Reversion," highlights significant trends in China's computing power sector. The report indicates that "all-in-one machines," initially hyped for deploying models like DeepSeek across various sectors, became obsolete within four months due to issues such as reliance on distilled models, difficult software updates, and a lack of organizational capability for maintenance among buyers. The frenzy surrounding compute leasing also subsided as fraudulent schemes, like inflated revenue claims by cloud providers to boost stock prices, were exposed. Concurrently, four Chinese GPU upstarts—Moore Threads, Muxi, and Illuvatar CoreX—are pursuing IPOs to challenge Nvidia in the AI inference chip market, focusing on deployment rather than frontier model training. The article also references research on China's domestic data economy strategy, UAE's data center advantages, inference scaling's impact on AI governance, and efforts to recreate historical smells.
Key takeaway
For CTOs and VPs of Engineering evaluating AI infrastructure investments in emerging markets, recognize that initial market hype, like that seen with China's "all-in-one machines" and compute leasing, can quickly dissipate. Prioritize solutions with clear long-term support, manageable upgrade paths, and genuine value propositions over quick PR wins. Your teams should conduct thorough due diligence on vendor capabilities and the true cost of ownership, including internal skill development, to avoid rapid obsolescence and ensure sustainable deployment.
Key insights
Early hype for "all-in-one machines" and compute leasing in China's AI sector quickly faded due to practical limitations and fraudulent practices.
Principles
- Sustainable tech adoption requires significant organizational and skill investment.
- Market value in hardware often stems from customer relationships, not just tech.
- Hype cycles in emerging tech often precede market sobriety.
Method
Leiphone's year-in-review piece synthesizes insights from over 10 articles published in 2025, analyzing key moments and trends in China's computing power industry to identify market shifts and underlying issues.
In practice
- Evaluate long-term maintenance and skill requirements for new tech deployments.
- Scrutinize vendor claims, especially for "all-in-one" solutions.
- Focus on customer relationships and channel networks for hardware business success.
Topics
- China AI Infrastructure
- AI Inference Chips
- Data Governance
- Data Centers
- AI Governance
Best for: CTO, VP of Engineering/Data, Director of AI/ML, AI Researcher, Research Scientist, Policy Maker
Related on AIssential
Editorial summary, takeaway, and curation by AIssential. Original article published by ChinAI Newsletter.