If a hypothesis makes predictions that are not accurate and do not help explain future observations, do

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If a hypothesis makes predictions that are not accurate and do not help explain future observations, do those inaccurate predictions prove the hypothesis is not a good model of reality? On the other hand, if the hypothesis does make accurate predictions, does that accuracy prove the hypothesis is correct?

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