Tina Eliassi-Rad was one of five artificial intelligence experts from academia and industry who convened for a panel discussion, titled “Machine Learning and Industry—the Good, the Bad, and the Ugly,” on Friday to discuss the challenges of integrating machine learning into the workplace in order to improve processes and productivity. The panel discussion was part of New England Machine Learning Day, an annual conference sponsored by Microsoft Research.