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How to ThinkIn the Age of AI
Principlev1PR-281

Translate probabilistic reasoning into natural frequencies…

Translate probabilistic reasoning into natural frequencies (counts out of a reference class) rather than abstract percentages to align with evolutionarily grounded cognitive mechanisms.

Why This Is a Principle

This principle directly implements Natural Frequency Format Advantage (natural frequencies produce better Bayesian reasoning). It prescribes a specific representational strategy (use frequencies not probabilities) that follows from how human cognition evolved to process statistical information. Gigerenzer's work shows this is actionable and effective.