2026
Inducing LLM Workflows with Bilevel Optimization and Textual Gradients
ICML 2026poster
LLM workflows, which coordinate structured calls to individual LLMs (each augmented with varying instructions and tools) to achieve a particular goal, offer a promising path towards extending the capabilities of LLMs and building powerful systems that can tackle diverse tasks. However, existing appr…