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Emerging Technologies and Their Impact on Artificial Intelligence Research

Wei Tanaka1, Sofia Almeida2, Rutger Van Dijk2, Priya Nair1, Andres Castillo1,*

Affiliations

1Department of Artificial Intelligence and Computational Research, Falkenridge University of Technology, Utrecht, Netherlands; 2Graduate School of Emerging Technologies, Falkenridge University of Technology, Utrecht, Netherlands;

Correspondence

Dr. Andres Castillo, Department of Artificial Intelligence and Computational Research, Falkenridge University of Technology, Utrecht, Netherlands; Email: a.castillo@falkenridge.example.edu

Abstract

Emerging technologies such as quantum computing, edge and federated computation, and neuromorphic hardware are increasingly proposed as tools capable of reshaping how artificial intelligence (AI) research is conducted, yet controlled evidence on their effect on research group performance remains limited. This study assessed the effect of an 8-week Emerging Technology Integration Program (ETIP) on AI research productivity. Thirty-five AI research groups were randomly assigned to either an intervention group (n = 18), which received structured access and training in quantum-assisted optimization, federated/edge computation, and neuromorphic prototyping tools, or a control group (n = 17), which remained in a waiting condition. The Research Innovation and Productivity Scale (RIPS) was administered to all groups at baseline and after 8 weeks. Results indicated: (1) no significant differences between the intervention and control groups in total score or the three subscales at baseline; (2) after 8 weeks of ETIP, the intervention group exhibited significantly lower (improved, lower-is-better) scores across the total score and all three subscales relative to baseline, while no significant changes were observed in the control group; (3) at the end of the intervention, the intervention group showed significantly lower scores than the control group across the total score and all three subscales. These findings suggest that structured exposure to emerging technologies is an effective driver of research productivity and innovation capacity in AI research groups.

Keywords

Emerging technologies · Artificial intelligence · Quantum computing · Edge computing · Neuromorphic computing · Research productivity