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To build trust in probabilistic machine learning, MIT's Tamara Broderick and colleagues developed a “taxonomy of trust,” identifying where in data analysis processes confidence in its results might break down.

Tamara broderickAnna smithLondon school of economicsLaboratory for informationAndrew gelman at columbia universityDepartment of electrical engineeringUniversity of kentuckyElectrical engineeringComputer scienceDecision systemsProfessor anna smithTian zhengAndrew gelmanColumbia universityProfessor rachael meagerLondon school