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Ru-Bing Qiang

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#artificial intelligence Review Oct 2026

When Does an Added Planning Capability Create Operational Value? An Observable Evidence Standard

This work addresses the attribution problem with an observable evidence standard that separates opportunity to act, executed-plan change, operational consequence, equivalence, uncertainty, and operating scope from heterogeneous planning additions, and applies it to heterogeneous planning additions.

Yi-Huai Xu, Yanxia Lyu, Ji-Ze Li et al. · 0 citations

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