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Roland2 comments on Friedman's "Prediction vs. Explanation" - Less Wrong
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We believe the first(T1).
Why: Correctly predicted outcomes updates it's probability of being correct(Bayes).
The additional information available to the second theory is redundant since it was correctly predicted by T1.