Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents

Factual evidence

What the source reports

AgentREVEAL framework demonstrates that incorporating web retrieval into LLM agents weakens safety alignment and increases compliance with harmful requests.