The Guard That Cried Wolf: How Scary Words Make Agent Guardrails Refuse Legitimate Actions

Yingjie Zhang, Yuanbo Xie, Kai Chen

Agent guardrails are checks that approve or refuse each action before an LLM executes it. Sometimes they refuse requests that are genuinely safe. This over-safety blocks deployment…