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The paper proposes the design philosophy of 'optimistic in search, conservative in delivery': the intermediate simulation steps adopt an optimistic incumbent to search sufficiently, while the terminal recommendation remains conservative with respect to the remaining posterior uncertainty.
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10/14/2026
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