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This paper introduces a quantitative definition of "pragmatic information" as the Kullback-Leibler divergence between prior and posterior probabilities of a decision-relevant variable, establishing it as a non-negative, additive measure analogous to free energy that bridges the gap between standard information theory and the actual meaning utilized in decision-making across diverse fields like finance, biology, and gambling.
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