Samuel Higgins and Patrick Hawthorne 2026. Defining Global Standards for AI Safety through Multi-Stakeholder Consensus Frameworks Integrating Technical Robustness and Ethical Sovereignty. Computational Intelligence Systems. 4, 1 (May 2026). DOI:https://doi.org/10.66280/cis.v4i1.133.