Machine learning algorithms are affecting every aspect of our lives, from the mundane, such as movie recommendation, to the life-altering (such as recidivism assessment). Listen to Professor Tina Eliassi-Rad as she discussed the good, the bad, and the ugly when it comes to the usage of machine learning in our society; and the reasons behind them. We finished with a thought experiment: would you want a machine learning algorithm to make a life-altering decision about you? If so, why? If not, why not?