Control-Data Flow Separation: Stable Prompt Optimization in Multi-Agent LLMs

Wentao Zhang, Syed Shariyar Murtaza, Junaid Ahmad Bhatti +4

Prompt optimization can improve multi-agent LLM systems, but the prompts being optimized often serve two entangled roles: generating task-relevant content and specifying execution-…