2025
Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions
EMNLP 2025
Recent advancements in large language models (LLMs) and AI systems have led to a paradigm shift in the design and optimization of complex AI workflows. By integrating multiple components, compound AI systems have become increasingly adept at performing sophisticated tasks. However, as these systems