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News/Safety Does Not Compose: Non-Decaying Loop State for Autonomous LLM Agents
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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Safety Does Not Compose: Non-Decaying Loop State for Autonomous LLM Agents

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arXiv:2608.27141v4 Announce Type: replace-cross Abstract: Large language model agents are increasingly deployed as autonomous loops. Starting from one human goal, such a system repeatedly discovers work, plans, executes tool calls, verifies outcomes and persists state across many unattended iteratio

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