A model that resists the usual labels

Keyu Jin begins from a professional observation. Trained in the West as an economist, she learned macroeconomic models in which the state had no meaningful role. China does not fit them. Western commentary tends to reach for one of two labels, state capitalism or market economy, and Jin considers both inadequate. In her account, China has built a balance between market mechanisms and state coordination, between industry and government, and between communal and individual instincts. That balance is anchored in national conditions and in a long historical and cultural legacy.

The structural feature she stresses most sounds contradictory to Western ears. Politics is centralised. Economic activity is decentralised. During the reform years of the late 1970s and 1980s, which she describes as a highly anti-capitalistic era, this pairing allowed change to happen at all. Mayors, provincial governors and local officials were given incentives to take bold, even radical, projects forward. Success brought promotion, recognition and pride, and it created models for others to emulate. Jin points to Shenzhen's transformation from a fishing village as the outcome.

Central direction, local delivery

The same architecture, she argues, still operates today. Beijing sets strategic priorities, whether in AI, electric vehicles or renewables. Local governments carry them out, because they understand local conditions. Their role is often misread in the West, where coordination by the state is assumed to be unnecessary because markets are expected to work everything out.

The local government plays a specific role. Coordination. We way underestimate the role of coordination.

— Keyu Jin, Wealth Office

Jin describes local governments acting as a one-stop shop in an environment that still has bureaucratic red tape and imperfect financial markets. They bring in talent, plough funds into high-tech zones and support the sectors that national plans identify. For a principal used to Western capital markets, this is a reminder that the enabling layer for many Chinese ventures is administrative as well as financial.

She also draws a distinction that many countries find uncomfortable. Plenty of governments have a vision, she observes. Fewer can implement it. She calls this the last mile of delivery, and notes that countries studying China's local government model often struggle to reproduce it, because their political systems lack the power to incentivise local performance in the same way.

The flywheel and its costs

Jin's name for the result is the innovation flywheel. Her illustration is a small district of Shenzhen where, within roughly a kilometre, there are thousands of design firms, around 4,000 drone companies, thousands more manufacturers and some 2,000 research and development firms. Electric vehicles, she notes, did not spring from nowhere. They grew out of consumer electronics, through battery expertise built over years of manufacturing, cross-spillover and coordination. In this model, innovation is embedded in production and improves through scale and learning by doing. Western thinking, she suggests, tends to locate innovation in frontier science and laboratory research, and so underrates the power of the factory floor.

The state's role is to start the flywheel. What keeps it turning is private competition, which Jin regards as more intense in China than anywhere else.

And as most people who have been to China will know, there's no market more competitive than China. So today, if you make it in China, you can make it in the world.

— Keyu Jin, Wealth Office

Industrial policy that nurtures a handful of protected champions tends to fail, in her view. The Chinese pattern is different. Hundreds of companies may enter a sector, and market mechanisms reduce them to a few. Jin is candid about the price. The process produces wasteful investment, periods of overcapacity and debt. It is expedient in delivery, scale and supply. It is much weaker at generating strong demand and raising personal welfare. The hyper-competition now widely called involution, in which a successful coffee shop is quickly joined by another nearby, is in part a symptom of too little demand and too little differentiation.

What it means for private capital

For families and investors, Jin's analysis shifts attention from the single company to the ecosystem. She argues that in semiconductors, AI and biotech alike, the whole ecosystem matters more than any particular chip or product. A Western principal assessing a Chinese technology business is therefore assessing a cluster, a supply chain and a local administrative partner as well as a balance sheet.

Her account also explains why she sees complementarity between China and Europe. Europe retains strengths in universities, basic research, frontier science and talent, which she identifies as the area where China's gap still lies. China brings scale and manufacturing capability, and some of its companies can run clinical tests at a fraction of the cost. In life sciences, she argues, collaboration could accelerate progress on matters of human health, and a number of European companies in that sector are recalibrating their approach to China.

None of this makes the model a template to be copied wholesale. Jin is explicit that it has weaknesses alongside its strengths, and she says plainly that it is better at supply than at raising personal welfare. The value of her framework for private capital lies in its precision. It replaces a single caricature of central planning with a layered picture of national direction, local execution and fierce market selection, each carrying its own risks and its own opportunities.