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How to ThinkIn the Age of AI
Principlev1PR-524

Write validation records in specific observational language…

Write validation records in specific observational language ('she pushed back on three of five points') not interpretive language ('she mostly agreed'), to prevent retroactive interpretation drift.

Why This Is a Principle

Derives from Automatic Fusion of Observation and Interpretation (humans fuse observation with interpretation automatically) and Hindsight Bias and Calibration Necessity (hindsight bias). The principle prescribes documentation style to separate observation from interpretation. Actionable guidance following from perceptual/memory axioms.