TY - JOUR
T1 - Is artificial intelligence leading to a new technological paradigm?
AU - Damioli, Giacomo
AU - Van Roy, Vincent
AU - Vertesy, Daniel
AU - Vivarelli, Marco
N1 - Funding Information:
Marco Vivarelli acknowledges the support by the Italian Ministero dell'Istruzione, dell'Universit\u00E0 e della Ricerca (PRIN-2022, project 2022P499ZB: \u201CInnovation and labor market dynamics\u201D; principal investigator: Marco Vivarelli; funded by the European Union - Next Generation EU, Mission 4, Component 2, CUP J53D23004830008). The views and opinions expressed are only those of the authors and do not necessarily reflect those of the European Union or the European Commission. Neither the European Union nor the European Commission can be held responsible for them.
Publisher Copyright:
© 2024 The Author(s)
PY - 2025/3/1
Y1 - 2025/3/1
N2 - Artificial intelligence (AI) is emerging as a transformative innovation with the potential to drive significant economic growth and productivity gains. This study examines whether AI is initiating a technological revolution, signifying a new technological paradigm, using the perspective of evolutionary neo-Schumpeterian economics. Using a global dataset combining information on AI patenting activities and their applicants between 2000 and 2016, our analysis reveals that AI patenting has accelerated and substantially evolved in terms of its pervasiveness, with AI innovators shifting from the ICT core industries to non-ICT service industries over the investigated period. Moreover, there has been a decrease in concentration of innovation activities and a reshuffling in the innovative hierarchies, with innovative entries and young and smaller applicants driving this change. Finally, we find that AI technologies play a role in generating and accelerating further innovations (so revealing to be “enabling technologies”, a distinctive feature of GPTs). All these features have characterised the emergence of major technological paradigms in the past and suggest that AI technologies may indeed generate a paradigmatic shift or, at least, a major radical transformation within the ICT paradigm.
AB - Artificial intelligence (AI) is emerging as a transformative innovation with the potential to drive significant economic growth and productivity gains. This study examines whether AI is initiating a technological revolution, signifying a new technological paradigm, using the perspective of evolutionary neo-Schumpeterian economics. Using a global dataset combining information on AI patenting activities and their applicants between 2000 and 2016, our analysis reveals that AI patenting has accelerated and substantially evolved in terms of its pervasiveness, with AI innovators shifting from the ICT core industries to non-ICT service industries over the investigated period. Moreover, there has been a decrease in concentration of innovation activities and a reshuffling in the innovative hierarchies, with innovative entries and young and smaller applicants driving this change. Finally, we find that AI technologies play a role in generating and accelerating further innovations (so revealing to be “enabling technologies”, a distinctive feature of GPTs). All these features have characterised the emergence of major technological paradigms in the past and suggest that AI technologies may indeed generate a paradigmatic shift or, at least, a major radical transformation within the ICT paradigm.
KW - Artificial Intelligence
KW - Patents
KW - Structural Change
KW - Technological Paradigm
U2 - 10.1016/j.strueco.2024.12.006
DO - 10.1016/j.strueco.2024.12.006
M3 - Article
SN - 0954-349X
VL - 72
SP - 347
EP - 359
JO - Structural Change and Economic Dynamics
JF - Structural Change and Economic Dynamics
ER -