Deciding When to Decide: Testing Operational Suboptimality Under Distributional Shift

Minxing Zheng, Holly Wiberg, Shixiang Zhu

Deployed decisions are often optimized once and retained because updates impose operational, regulatory, or switching costs. As operating conditions change, when should such decisi…