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For instance, with this particular calibrated uncertainty, if one queries the model for predicted results of various most cancers solutions for the affected individual from a minority team that is underrepresented during the dataset, GenSQL would convey to the user that it is uncertain, And exactly how uncertain it's, rather then overconfidently advocating for the incorrect cure.
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The scientists noticed that SQL didn’t supply a successful way to include probabilistic AI types, but concurrently, approaches that use probabilistic designs for making inferences didn’t aid complicated database queries.
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