In the AI regulation white paper, we proposed five cross-sectoral principles for existing regulators to interpret and apply within their remits in order to drive safe, responsible AI innovation^{[footnote 24]}. These are:

• Safety, security and robustness.
• Appropriate transparency and explainability.
• Fairness.
• Accountability and governance.
• Contestability and redress.