Artificial Intelligence can fail in many different ways and have unknown vulnerabilities that we are not aware of. What are the main problems and our best current methods to tackle them? Can we prepare ourselves to detect, withstand and repair the failures of AI systems? How should we study this area? Come to discuss and present your ideas on these topics and questions.