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How to ThinkIn the Age of AI
Principlev1PR-139

Record attention allocation in real time using both…

Record attention allocation in real time using both automated tracking and manual categorization to overcome retrospective estimation bias.

Why This Is a Principle

Grounded in reconstructive memory (Memory is reconstructive, not reproductive—humans rebuild… — memory rebuilds rather than retrieves accurately) and measurement changing behavior (Measurement of behavior changes the behavior being measured…). The Robinson & Godbey research shows people are systematically wrong about time use. The principle prescribes dual-layer measurement (automated + manual) to capture ground truth. Highly actionable.