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cs.LG2026

Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards

Shirley Wu, Parth Sarthi, Shiyu Zhao +10

Compound AI systems integrating multiple components, such as Large Language Models, specialized tools, and traditional machine learning models, are increasingly deployed to solve c…