The scarcity of people with frontier artificial intelligence
(AI) expertise has created a new layer of competition in the global
innovation economy. While AI requires massive computational
resources to achieve breakthroughs, success also depends on the
skills of researchers and engineers capable of using that compute
efficiently.
The same pattern is emerging in other frontier domains, such as
quantum computing, next-generation materials, and synthetic
biology, in which expertise may even be scarcer and the technical
barriers higher.
This shift is reshaping how innovation markets operate. Large
technology companies build internal research capacity by acquiring
teams from startups. Investors are rewriting term sheets and
rethinking governance mechanisms to address the impact of sudden
departures. Companies are reconsidering the mechanics of
competition itself — from how they recruit and retain people
to how they design transactions and incentives.
