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Douglas_Knight comments on Explaining information theoretic vs thermodynamic entropy? - Less Wrong
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When I hear the phrase "information theory," I think of Shannon, not Kolmogorov. Shannon entropy is a bridge between the two concepts of your post, but rather closer to thermodynamic.