For example, with this calibrated uncertainty, if just one queries the design for predicted outcomes of different cancer treatments for the affected person from the minority group that is certainly underrepresented from the dataset, GenSQL would convey to the consumer that it's uncertain, And the way uncertain it can be, as opposed to overconfidently advocating for the wrong treatment.
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Future, the researchers want to use GenSQL extra broadly to conduct largescale modeling of human populations. With GenSQL, they might make artificial facts to draw inferences about such things as well being and salary although managing what information is used in the analysis.
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As an illustration, a query in GenSQL might be a little something like, “How most likely is it that a developer from Seattle understands the programming language Rust?
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