While businesses and governance frameworks are being redefined by access to data and analytical tools, machine learning, and deep learning, facilitated by data crunching algorithms, can also be coded to discriminate, or imbibe individual prejudices. Matt Sheehan, fellow at MacroPolo, provided a comprehensive analysis of the various problem, players, and the way forward for A.I. governance.