Do not trust old accuracy in a new context
Recognize when a changed context requires verification despite high model confidence.
A realistic supply planning workspace with a planner studying abstract inventory charts on two monitors, nearby boxes and product samples, a colleague pointing to a policy-change note represented as a blank colored card, no readable markings, no text, words, letters, numerals, logos. A planner reviews inventory charts while a colleague points to a blank card representing a recent policy change. The model is confident, but the business context changed last week. The model is historically accurate and very confident today. What should Omar do? Run a context-shift check on the changed returns policy, then let the supply lead decide using…
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