In the face of a worldwide epidemic, people are turning to technology and artificial intelligence for possible answers. While promising results are apparent, AI is also producing disappointing results. What role should AI take in medicine? Are the problems experienced in the medical industry relatable across other organizations? How do we factor failure and mixed results into the AI revolution?