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cs.AI2026
AgentCompass: A Unified Evaluation Infrastructure for Agent Capabilities
Kai Chen, Zichen Ding, Jiaye Ge +20
As Large Language Models (LLMs) evolve into autonomous agents, the need for unified evaluation infrastructure becomes critical. However, current evaluation pipelines remain highly…
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…