Creative sovereignty as national security - A governance framework for generative AI

Abstract

This paper argues that the UK faces a growing governance deficit as generative AI systems absorb and monetise British creative output without enforceable domestic control. As AI becomes infrastructure for cultural production and economic value, the UK risks losing creative sovereignty. The authors propose a structured‑permission model requiring compulsory licensing, transparent provenance reporting, and conditional market access for AI developers. A creative sovereignty levy, a purpose‑based trust to distribute proceeds, and an independent audit utility form the core of the framework. Together, these measures realign incentives, enhance accountability, and strengthen the long‑term resilience of the UK’s creative economy

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