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Paper · arXiv

Multi-Aspect Runtime Verification for Simulation-Based V&V of LLM-Enabled Autonomous Agents

LLM-based agents are entering decision-support roles in defence staff work, where the obligations they must respect are already written down and binding, and where retraining is not available as a control because models arrive as procured components. What can be placed under engineering control is the interface between the agent and the systems it acts on. Those obligations are at once spatial, temporal and text-semantic, and a violation typically lives in the composition of a multi-step interaction, which is why per-event guardrails miss sequential tool-attack chains. We present a multi-aspect runtime-verification framework that decomposes a natural-language policy clause into a typed sp...

AuthorsNikolaos Kekatos, Dimitrios Nikou, Anastasios Temperekidis et al.
Primary categorycs.CR
Published6 October 2026
Last updated at source6 October 2026
cs.CRcs.AIcs.LO
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