Definitions of artificial intelligence and quantum technologies: A comparative thematic analysis of the strategic documents of 29 European countries

This article provides new insights into the intertwining between technological definitions, sociotechnical futures, and governance trajectories in an increasingly complex geopolitical context. It analyses the definitions of artificial intelligence (AI) and quantum technologies (QTs) that have been adopted by 27 EU member states and two associated countries (Norway and the United Kingdom), and which are contained in their national strategy documents. Drawing on the theoretical framework of sociotechnical imaginaries and employing qualitative thematic analysis, the article shows how these definitions co-constitute narratives that intertwine visions of technological development with governance choices. The lexicon used in definitions is not neutral, and reflects distinct epistemological assumptions and political priorities, thus demonstrating how definitional language acts as a performative tool that legitimizes strategic decisions and aligns collective expectations. AI and QTs are emerging technologies (ETs), characterized by rapid growth, high uncertainty, and potential for significant socio-economic impact, and they are the only two ETs for which most European countries have produced national strategic documents in response to specific requests and coordination efforts by the European Commission. A comparative thematic analysis reveals the relevance of these definitions for national and supranational governance, and indicates that the strategic documents are explicitly oriented toward imagining and shaping specific technological futures that justify increasing public investment in both domains. • National definitions of AI and QT shape sociotechnical imaginaries and governance strategies. • AI definitions emphasize human emulation, machine autonomy, and economic development. • QT definitions stress quantum principles and potential for long-term scientific innovation. • A continuum links abstraction and materiality in national definitions of technology. • Definitions legitimize technological visions and influence governance and public perception.

Authors

Institutions

Publication Details

Journal
Futures
Published
2025-10-17
DOI
https://doi.org/10.1016/j.futures.2025.103722
Primary Topic
Big Data and Business Intelligence
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Definitions of artificial intelligence and quantum technologies: A comparative thematic analysis of the strategic documents of 29 European countries

Suania Acampa, Biagio Aragona
Futures
Big Data and Business Intelligence
article

Definitions of artificial intelligence and quantum technologies: A comparative thematic analysis of the strategic documents of 29 European countries

Suania Acampa, Biagio Aragona
article en

Abstract

This article provides new insights into the intertwining between technological definitions, sociotechnical futures, and governance trajectories in an increasingly complex geopolitical context. It analyses the definitions of artificial intelligence (AI) and quantum technologies (QTs) that have been adopted by 27 EU member states and two associated countries (Norway and the United Kingdom), and which are contained in their national strategy documents. Drawing on the theoretical framework of sociotechnical imaginaries and employing qualitative thematic analysis, the article shows how these definitions co-constitute narratives that intertwine visions of technological development with governance choices. The lexicon used in definitions is not neutral, and reflects distinct epistemological assumptions and political priorities, thus demonstrating how definitional language acts as a performative tool that legitimizes strategic decisions and aligns collective expectations. AI and QTs are emerging technologies (ETs), characterized by rapid growth, high uncertainty, and potential for significant socio-economic impact, and they are the only two ETs for which most European countries have produced national strategic documents in response to specific requests and coordination efforts by the European Commission. A comparative thematic analysis reveals the relevance of these definitions for national and supranational governance, and indicates that the strategic documents are explicitly oriented toward imagining and shaping specific technological futures that justify increasing public investment in both domains. • National definitions of AI and QT shape sociotechnical imaginaries and governance strategies. • AI definitions emphasize human emulation, machine autonomy, and economic development. • QT definitions stress quantum principles and potential for long-term scientific innovation. • A continuum links abstraction and materiality in national definitions of technology. • Definitions legitimize technological visions and influence governance and public perception.

FuturesVol. 175
University of Naples Federico II (IT)
Openalex Percentile: Top 52%
Big Data and Business Intelligence
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.