Artificial Intelligence (AI) and other leading edge technologies are experiencing explosive growth in both the number of SoC designs as well as increased complexity. AI processors have architectural features and physical design practices that challenge all aspects of design including DFT. We will investigate some of the DFT challenges faced by AI designs and look at approaches that are currently being used. A few published methodologies and results will be reviewed.