Constitutional Black-Box Monitoring for Scheming in LLM Agents 事件

Constitutional Black-Box Monitoring for Scheming in LLM Agents arXiv:2603.00829v2 Announce Type: replace Abstract: Safe deployment of Large Language Model (LLM) agents in autonomous settings requires reliable oversight mechanisms. A central challenge is detecting scheming, where agents covertly pursue misaligned goals. One approach to mitigating such risks is LLM-based monitoring: using language models to examine agent behaviors for suspicious actions. We study constitutional black-box monitors