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Satoshi Matsuoka

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Review Aug 2026

Compositional Threat Analysis of Latent Compromise in LLM Agent Systems: The Order 66 Scenario

This paper introduces a compositional model explaining why no component is catastrophic alone, yet their conjunction can produce correlated destructive action, and separates three population-reach routes from a common core of dormancy, activation, authority, reachable targets, and failed recovery.

Satoshi Matsuoka · 0 citations

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