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How to ThinkIn the Age of AI

Question

What is misclassification?

beginner

Quick Answer

Putting something in the wrong category means the wrong actions get applied to it.

Putting something in the wrong category means the wrong actions get applied to it.

Example: A hospital classifies a patient's chest pain as acid reflux instead of a cardiac event. The patient gets antacids instead of an angiogram. The treatment protocol was executed perfectly — but against the wrong category. The error wasn't in the treatment. It was in the sorting. Every downstream action inherited the original misclassification.

This concept is part of Classification and Typing in the How to Think curriculum, which builds the epistemic infrastructure for classification and typing.

Learn more in these lessons