most citedWhen Large Language Models are More PersuasiveThan Incentivized Humans, and Why

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cs.CY2026

Code, Capital, and Clusters: Understanding Firm Performance in the UK AI Economy

Waqar Muhammad Ashraf, Diane Coyle, Ramit Debnath

The UK has established a distinctive position in the global AI landscape, driven by rapid firm formation and strategic investment. However, the interplay between AI specialisation,…