Samuel Higgins and Patrick Hawthorne, “Defining Global Standards for AI Safety through Multi-Stakeholder Consensus Frameworks Integrating Technical Robustness and Ethical Sovereignty”, CIS, vol. 4, no. 1, May 2026.