Reliable Weak-to-Strong Monitoring of LLM Agents

TL;DR

This paper introduces a monitor red teaming workflow to stress test systems for detecting covert misbehavior in LLM agents, finding that a well-designed monitor scaffold enables weaker models to oversee strong aware attackers.

Opening excerpt from the authors’ abstract. source