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CEPO splits prompts to boost multi-agent AI coordination
What is CEPO: A General Framework for Improving Prompt Optimization in Multi-Agent Systems?
CEPO introduces a two-stage prompting pattern where a coordinator prompt decides who does what and executor prompts handle the actual task. By decoupling planning from execution it improves both coordination efficiency and task performance in multi-agent systems.
Who it is for
Anyone building or researching AI agents that need to work together should try it to get clearer, more reliable outcomes.
How to try it
Open the paper and code at https://huggingface.co/papers/2610.34722