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Lessons learned on language model safety and misuse

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We describe our latest thinking in the hope of helping other AI developers address safety and misuse of deployed models.

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arXiv AI
Aug 11

SHE: Trajectory-driven Safety Harness Evolution for LLM Agents

arXiv:2608. 09885v1 Announce Type: new Abstract: The safety of large language model (LLM) agents depends not only on model weights but also on the agent harness that manages context, memory, tools, permissions, and runtime control.

By Wanying Qu, Qinghua Mao, Yu Li, Jiyao Liu, Xin Zhang, Dadi Guo, Yanxu Zhu, Qingyu Liu, Leitao Yuan, Xi Lin, Shanfeng Zhu, Yanwei Fu, Jing Shao, Xia Hu, Dongrui Liu