Author

Theodoros Moutesidis

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Preprint Sep 2026

The Model Proposes, the Code Disposes: A Pre-Registered Ablation of a Verifier-and-Acceptance Stage in an LLM-Orchestrated Offensive-Security Agent

The results support a narrow conclusion: the verifier changes what the system ships, while deterministic code supplies enforcement and auditability; they do not establish superiority to other agents or generalization beyond lab targets.

Theodoros Moutesidis · 2 citations