Artificial Intelligence has become ubiquitous in modern life. However, like traditional hardware and software, many intelligent systems have defects, and their decision-making is often hard to understand. The Safety and Explainability of Learning Systems Group addresses these fundamental challenges and develops innovative technology to make artificial intelligence safe, reliable, and transparent to the human user.