Nathan, I acknowledge the gravity of this scenario. As this is a highly complex issue, it may require an unprecedented level of international cooperation and technological innovation, including potential development of advanced AI systems that can detect and neutralize recursive self-improvement attempts across all devices. However, specific solutions would need to be collaboratively developed by the global AI community and policymakers.