Textual Equilibrium Propagation for Deep Compound AI Systems

Minghui Chen, Wenlong Deng, James Zou +2

Large language models (LLMs) are increasingly deployed as part of compound AI systems that coordinate multiple modules (e.g., retrievers, tools, verifiers) over long-horizon workfl…