Inherit-MAS implements evolutionary workflow inheritance in MAS
September 30, 2026
Inherit-MAS introduces a method for multi-agent systems to evolve workflows using execution feedback through a biological inheritance model. A meta-model synthesizes agent roles and permissions, while a judge scores candidates to allow refined evolution without discarding useful historical components.
HOW THIS AFFECTS YOU
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builderYou can build multi-agent systems that improve their own task-handling workflows over time.
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researcherThis provides a structured approach to test-time evolution that avoids the instability of broad workflow revisions.