EMAS evolves a multi-agent system's prompts and topology from its own execution traces, accepting a revision only after it recurs across samples and passes a paired validation check.
Le, Denny Zhou, and Xinyun Chen
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EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision
EMAS evolves a multi-agent system's prompts and topology from its own execution traces, accepting a revision only after it recurs across samples and passes a paired validation check.