Mara Chain: Rethinking Failure as a Stepping Stone for AI System Auto-Evolution
Mara Chain refines rejected AI candidates, beating GEPA on AppWorld with 65.5% fewer rollouts.
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Mara Chain refines rejected AI candidates, beating GEPA on AppWorld with 65.5% fewer rollouts.
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