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How to ThinkIn the Age of AI
Principlev1PR-1903

Maintain practice logs recording difficulty, shifts…

Maintain practice logs recording difficulty, shifts, and struggles to provide objective evidence of progress during plateaus when subjective experience cannot perceive it.

Why This Is a Principle

Derives from Exponential Information Decay (memory decay), Hindsight Bias and Calibration Necessity (memory reconstruction), and Human memory of task duration is systematically biased… (biased duration memory). The principle prescribes external records to overcome these memory limitations during mastery pursuit.