Bayes Reallocates Leftover

Prior 0.20 spam, P(free | spam) 0.80, P(free | ham) 0.10. Evidence keeps 0.16 + 0.08 = 0.24; re-read as a budget, P(spam | free) = 2/3, not the 0.8 likelihood.

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