MAGE: Understanding Stability-Performance Trade-offs in Multi-component Prompt Optimization

Prateek Singh

How do different components of iterative prompt optimization interact, and what happens when they are combined? We investigate this through MAGE (Memory-Augmented Goal-directed Pro…