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cs.IR2026

Closing the Auto-Research Loop: An AI Co-Scientist for Production Search Ranking

Liwei Wu, Cho-Jui Hsieh

We present an AI Co-Scientist framework that closes the research loop for the production search-ranking system of a large online travel platform -- pairing LLM agents with direct c…