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Your Agent Has a Genome: Sequence-Level Behavioral Analysis and Runtime Governance of LLM-Powered Autonomous Agents

arXiv cs.AI · 4d ago Cached

This paper introduces Base Sequence Analysis, a framework that encodes LLM agent runtime behavior into compact sequences, revealing high-risk patterns like the 'P-X-P' trigram and a verification deficit. It presents Governor, a runtime intervention system that improves task success by 6.2% and reduces token consumption by 44%.

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