
Arithmetic for changing your mind: start from a prior, weigh new evidence by how much likelier it is under one hypothesis than another, arrive at a posterior. For an investor a thesis is a prior, and each earnings report should move conviction in proportion to its surprise. Refusing to update is still Bayes, just with the evidence weighted at zero.
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