Runtime Instantiation in Adversarial Production Environments: The "Megaranger Paradigm" for Dynamic AI Agent Deployment, Pre-Flight Verification, and Deterministic Air-Gap Regulation
Abstract: Frontier autonomous artificial intelligence (AI) agents are increasingly architected around dynamic, Just-in-Time (JIT) capabilities—including real-time tool discovery, dynamic plugin synthesis, on-the-fly Model Context Protocol (MCP) binding, and runtime remote code execution across live production networks....