function (IPF) and propose three models relating innovation, AI and population: AI as a research-augmenting technology; AI as … researcher scale enhancing technology; and AI as a facilitator of innovation. We show, performing model simulations calibrated on …

Skilled labor is a key input to the innovation process. A shortage in supply of skilled labor may hence impede … innovation activities, resulting in lower productivity gains. While governments are concerned about these likely negative impacts …, there is only limited empirical evidence whether and to what extent labor shortage affects innovation activities. The paper …