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How to ThinkIn the Age of AI
Principlev1PR-522

Document validation results immediately…

Document validation results immediately and contemporaneously, before hindsight bias rewrites your memory of what you predicted or expected.

Why This Is a Principle

Derives from Hindsight Bias and Calibration Necessity (hindsight bias—memory reconstructs toward known outcomes) and Memory is reconstructive, not reproductive—humans rebuild… (memory is reconstructive). The principle prescribes temporal discipline in documentation. Extremely actionable and well-grounded in memory axioms.