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This dissertation explores the economic implications of artificial intelligence (AI) and its applications in both industry and academia. It includes five articles that examine the diffusion of AI and its effects on technological development, as well as novel approaches to indicator development using big data and machine learning techniques. The findings offer insights into knowledge flows, spillovers, and distance, as well as the impact of digital technology cycles on local economic performance.