Author

Canwen Xu

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Preprint Aug 2026

The Optimizer Is the Agent: Reasoning-Driven Search across Prompts, Programs, and ML Workflows

ReASearch is presented, a unified framework for reasoning-driven optimization in which the agent autonomously decides what to evaluate, how to diagnose failures, which edits to make, and when to verify or restart.

Junbo Li, Boyi Liu, Canwen Xu et al. · 0 citations