Supervising the search process produces reliable and generalizable information-seeking agents

Guangzhi Xiong, Qiao Jin, Xiao Wang +9

Large language models (LLMs) are transforming web search by shifting from document ranking to synthesizing answers, and are increasingly deployed as autonomous agentic search syste…