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AI hiring tools may be filtering out the best job applicants

As firms increasingly rely on artificial intelligence-driven hiring platforms, many highly qualified candidates are finding themselves on the cutting room floor. ....

Sandra Wachter , Charlotte Lyttonfeatures , University Of Oxford Internet Institute , York University , Hilke Schellmann , Hijack Your Career , Steal Your Future , New York , Conditional Demographic Disparity ,

The disparate impact metric falls short for fairness in algorithmic models

As we attempt to build AI models that achieve fairness, approaches to protecting marginalized groups like differential and disparate impact are considered.. ....

United States , Sandra Wachter , David Justice , Derek Jeter , Chris Russell , Brent Mittelstadt , Oxford University , Oxford Internet Institute , University Of Oxford , Amazon Web Services , Group Benefit Equality , Benefit Equality , Fairness Cannot Be Automated , Amazon Sagemaker Clarify , Conditional Demographic Disparity , Rights Act , Analytics Planning And Data Analysis ,