CIVI: A Framework for Diagnosing Search Agent Failures in Civic Information

Dingying Liu, Yunshun Zhong, Wentao Zhang +1

Large Language Models are increasingly deployed in public-sector settings, where incorrect guidance can cause irreversible harm. We introduce CIVI, the first framework for diagnosi…