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How to ThinkIn the Age of AI
Principlev1PR-146

Before any high-stakes observation, externalize…

Before any high-stakes observation, externalize your expectations, emotional state, and attentional focus in writing to make your perceptual filters visible and compensable.

Why This Is a Principle

This principle derives from Perception as Predictive Construction (perception is predictive construction shaped by expectations), Goals as Perceptual Filters (goals function as perceptual filters), Emotion as Systematic Cognitive Modulator (emotional states distort perception in specific directions), and Generative Externalization (externalization through writing is generative). The principle prescribes a pre-observation protocol that makes filters explicit. It's actionable and compensates for unavoidable perceptual biases.