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Yoko Hasebe

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#artificial intelligence Open access Sep 2026

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....

Yoko Hasebe · 0 citations

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