ryptographic Provenance and Adversarial Forensics: The First Globally Admissible Legal Framework for AI-Generated Media Authentication Prepared and Authored by Dr. Mohamed Kamal Arafa El-Rakhawi International Law & Emerging Technologies Governance Specialist Abstract The proliferation of generative artificial intelligence has rendered traditional media forensics obsolete, creating a critical evidentiary vacuum in domestic and

Global Legal Architecture for Autonomous Signal-Driven Systems: Integrating Computer Vision, Predictive Learning, and Reinforcement Control into Transnational Liability, Safety Certification, and Cross-Border Accountability Standards Prepared and Authored by Dr. Mohamed Kamal Arafa El-Rakhawi International Law & Emerging Technologies Governance