What’s Next For China’s AI Development? A Learning-by-Doing Perspective
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TL;DR

China has begun mass-producing domestic lithography machines and demonstrated 7-nanometer chip production, but significant hurdles remain in yield, materials, and expertise. Progress is real but incremental, emphasizing a phase transition rather than a race.

China has started mass-producing domestic immersion DUV lithography machines capable of manufacturing chips at 28-nanometer nodes, with prototypes of advanced EUV machines also emerging, marking significant progress in its semiconductor capabilities.

Multiple credible sources confirm that China is now producing domestic immersion DUV lithography machines for 28-nanometer chips, with some systems reportedly capable of reaching 7- and 5-nanometer nodes through multi-patterning. SMIC has demonstrated 7-nanometer production using older tools, and Huawei aims to produce over a million high-end AI chips this year, indicating a deliberate move up the technology stack backed by state support.

However, the journey from prototype to reliable, large-scale manufacturing remains complex. SMIC’s current yield for 5-nanometer chips is estimated around 20 percent—far below the 90 percent typical in leading fabs using EUV technology. Additionally, China relies heavily on imported high-purity materials, especially photoresist from Japan, and its domestic tools lag behind international leaders by several generations. The installed base of equipment also depends on Western servicing, creating a dependency that limits self-sufficiency.

At a glance
analysisWhen: ongoing; recent developments in 2023
The developmentChina is making tangible progress in developing domestic semiconductor manufacturing tools, but key challenges in scaling and reliability persist.
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AI DISPATCH · REALITY CHECK Forward-looking · 11 Aug 2026
China’s chipmaking, past the headlines
The Learning-by-Doing Wall

Every few weeks a headline says China cracked the last hard problem in chipmaking — and triggers alarm in one camp, triumph in the other. Both overreact, because both mistake a learning-by-doing problem for a copying problem. It isn’t one.

▲ Forward-looking · figures are point-in-time estimates
~20%
SMIC 5nm yield vs ~90% on EUV
~90%
Of high-end photoresist from Japan
4 gens
Domestic DUV lag behind ASML
~2030
Est. sub-10nm commercial, at earliest
01
Four walls behind the wall

“A machine exists” and “a machine makes advanced chips at scale, profitably, for years” are separated by a chasm — made of things that only accumulate with time.

Yield ~20% vs ~90%
The difference between a demo and a business. A process throwing away four of five dies is a science experiment. Closing it takes ten thousand small fixes, each learned by running wafers.
Materials ~90% JP
Even a perfect machine needs ultra-pure photoresist — the “film” of chipmaking — and China buys ~90% from Japan. You can build the camera and still can’t make the film.
Generational lag ~15 yrs
Domestic DUV lags ASML by ~4 generations — its tools of 15 years ago. Independent forecasts: no sub-10nm commercial production before ~2030.
Servicing 200+ tools
The installed DUV tools aren’t self-maintaining; multi-patterning drifts optics out of calibration. Servicing still runs through ASML. A borrowed capability, not an owned one.
02
A phase transition, not a footrace

In a race, a burst of speed closes the gap. In a phase transition, you can’t move faster to cross over — you have to accumulate enough, slowly, until the system changes state.

heat / capital / time in → state liquid — demos, prototypes the wall: tacit knowledge accumulates steam — commercial production
Water doesn’t become steam by heating faster. The capability arrives when the process has run long enough, at enough scale, fixing enough failures, that the unbuyable, untransferable know-how of how to actually do it has accumulated. ASML earned it over decades with TSMC, Samsung, Intel — China is building it largely in isolation.
03
How to read every headline

When you see “China achieves X,” ask which of two very different claims is actually being made.

Claim A
A machine functioned
A prototype made light. A tool made a few chips. A demonstration succeeded under controlled conditions.
vs
Claim B
Commercial production began
Sustained yield. Reliable uptime. Years of operation. An actual, profitable business at scale.
Almost all the real difficulty lives in the gap between A and B — and almost all coverage collapses them into one. The alarmist and the triumphalist make the same mistake.
04
The sober signals confirm the slow read

Even amid the loud headlines, the quiet data points all say the same thing.

Chinese media itself went quiet on tool progress and moved to deny an inflated 90% yield claim — insiders know the demo-to-production gap better than the headlines.
ASML’s China sales are falling as a share — yet China still can’t do without its tools, or its servicing.
The domestic machine ships in units of ~5 this year, ~20 next — real, and a rounding error against what one leading fab installs.
The gap is a wall, not a footrace — a phase transition of unbuyable know-how.
No prototype, no shipped tool, no yield headline teleports past it.

Implications of China’s Semiconductor Progress

This progress signifies a strategic shift for China in its effort to develop independent semiconductor manufacturing capabilities. While the advances are real, the persistent gaps in yield, materials, and expertise mean China remains in a critical phase of learning and scaling. This development could influence global supply chains and geopolitical dynamics, especially as China aims to reduce reliance on Western technology.

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China’s Semiconductor Development Timeline

Over the past decade, China has invested heavily in domestic chip manufacturing following export restrictions and technology bans. Early efforts focused on basic equipment and low-end chips, but recent years have seen steps toward advanced nodes, including the production of 28-nanometer chips and prototypes of EUV machines. Industry experts acknowledge that while China has made tangible progress, it still faces significant technical and material hurdles before achieving fully reliable, high-volume manufacturing at sub-10 nanometers, which is expected around 2030.

"Progress is real but incremental; China is crossing a critical phase in learning and scaling, not winning a race."

— Thorsten Meyer

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Unresolved Challenges in Scaling and Materials

It is still unclear when China will overcome key hurdles such as improving yields to commercial levels, developing domestic high-purity materials like photoresist, and achieving self-sufficient equipment maintenance capabilities. The timeline for domestic tools to reach sub-10 nanometers remains uncertain, with independent forecasts estimating around 2030.

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high-purity photoresist for chipmaking

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Next Steps in China’s Semiconductor Roadmap

China is expected to focus on increasing yield through process refinement, expanding domestic materials sourcing, and reducing dependency on Western servicing chains. Progress in these areas will determine how quickly China can move from prototype to reliable, high-volume manufacturing of advanced chips. Monitoring developments in domestic EUV and materials industries will be crucial in assessing future capabilities.

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EUV lithography system

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Key Questions

What are China’s current capabilities in chip manufacturing?

China has begun mass-producing 28-nanometer chips using domestic DUV immersion lithography machines and has prototypes of EUV machines. It can produce 7-nanometer chips with lower yields and is developing capabilities toward 5 nanometers, but significant technical challenges remain.

Why are yields important in semiconductor manufacturing?

Yields measure the percentage of functional chips produced from each wafer. Higher yields are essential for cost-effective, reliable mass production. Currently, China’s yields are significantly lower than those of leading global fabs, limiting commercial viability.

What are the main barriers China faces in advancing its chip technology?

Key barriers include low yields, dependence on imported high-purity materials like photoresist, lagging domestic equipment technology, and reliance on Western servicing for complex machinery maintenance.

When might China achieve self-sufficient, high-volume production at advanced nodes?

Industry forecasts suggest that China may reach sub-10 nanometer commercial production around 2030, but this depends on overcoming current technical and material challenges.

How does this progress impact global tech supply chains?

If China successfully scales its capabilities, it could reduce reliance on Western technology, reshape supply chains, and influence geopolitical relations, especially in high-tech industries.

Source: ThorstenMeyerAI.com

Nothing in this article is financial or investment advice. Cryptocurrency and precious-metal investments carry significant risk — do your own research and consider a licensed advisor.
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