Institutional features that make the model work
›Risk tolerant private capital
›Entry exit and labour mobility
›Publicly funded basic research foundation
›Ip regime that balances appropriability and diffusion
›Deep capital markets and acquisition ecology
›University industry proximity and cluster effects
Supporting cases
A narrow geographic cluster has sustained decades of frontier-technology leadership across semiconductors, PCs, internet, smartphones, cloud, and AI. The institutional combination has not been successfully replicated despite sustained attempts.
- Saxenian (1994). Regional Advantage.
- Kerr & Robert-Nicoud (2020). Tech Clusters. JEP.
The European Union, despite comparable R&D spending and higher-education quality, has not produced tech unicorns at a rate comparable to the US. Explanations emphasise fragmented single market, shallower late-stage VC, bankruptcy stigma, and non-compete enforcement.
- Draghi (2024). The Future of European Competitiveness. European Commission.
The Boston/Cambridge biotech cluster emerged largely after Bayh-Dole (1980) allowed universities to patent federally-funded research; university spinouts and VC-backed biotech became a primary source of new drug modalities. Combines public basic science (NIH) with private commercialisation.
Israeli tech sector developed through a combination of defence-sector basic technology, military-service networks, US-Israel binational R&D, and an active VC industry. A small country demonstrating the institutional combination can work at small scale.
- Senor & Singer (2009). Start-up Nation.
Failed replications
Successive French and European attempts at state-led national-champion tech programs (Plan Calcul, Minitel scaling, various cloud-sovereignty initiatives) have not produced globally competitive firms at the rate that a market-led ecosystem with equivalent resources has in the US.
The Soviet Union had strong basic-physics research capacity but consistently underperformed on commercialising civilian technology; by the 1980s the gap in PCs, consumer electronics, and semiconductors was an order of magnitude.
Disconfirming cases
China has made genuine frontier advances in EVs, batteries, solar PV, high-speed rail, and selected AI applications under a heavily state-directed model combining subsidies, preferential credit, and strategic coordination. This is the strongest contemporary counterexample to a pure market-led innovation story and should not be dismissed. Honest interpretation: the state-directed model appears to work in scaling and diffusing technologies with relatively well-understood engineering, less clearly in frontier-creating domains.
- Breznitz (2021). Innovation in Real Places.
MITI-coordinated research consortia in semiconductors (VLSI project) and other domains produced genuine catch-up progress in the 1970s-80s. The model worked as catch-up industrial policy but was less successful at generating frontier-leading technologies in the 1990s- 2000s.
What this condition is NOT
- A claim that private-sector R&D alone, without public basic research, produces optimal innovation
- A denial that industrial policy can work in catch-up and diffusion phases, as East Asian experience shows
- A claim that IP rights should be maximalised — excessive patent breadth retards follow-on innovation
- A claim that market failures in innovation (spillovers, public-good character of knowledge) do not justify R&D subsidies
- A claim that antitrust should be weak in tech markets
Policy implications
Policy should sustain public funding of basic research at generous levels, maintain a permissive environment for entry/exit and labour mobility (including non-compete restrictions), keep capital markets deep and bankruptcy procedure efficient, and use narrow, conditional industrial policy in specific coordination-failure domains. The hybrid public-basic / private-applied model is the empirically strongest arrangement; neither pole alone suffices.
Framework position
Conditional on publicly-funded basic research, deep and risk-tolerant private capital, labour mobility, and IP institutions that balance appropriability and diffusion, private-sector-led commercialisation of innovation is the empirically dominant arrangement for frontier-technology production. The framework accepts that state-directed industrial policy has a real track record in catch-up and diffusion contexts (East Asia, contemporary China in selected sectors) and does not universalise a pure market-led claim.