Hui-Ze Luo

Delegated Misalignment: How Multi-Agent Structures Amplify LLM Safety Risks

Large language models (LLMs) are increasingly deployed in multi-agent systems where a principal agent decomposes tasks and delegates them to subordinate agents that may invoke external tools. Safety alignment, however, is still evaluated almost exclusively under a single-agent threat model, treating safety as a propert...