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The primary focus of this report is understanding how to evaluate the equitable use of algorithms across a range of specific applications. The report outlines concepts of equity from philosophical, legal, and technical standpoints to draw insights that apply across algorithmic decisionmaking contexts for several domains, including auto insurance, recruiting, and criminal justice.