In this conference, Ryan Baker will discuss the new opportunities and challenges that Generative Artificial Intelligence presents in education, with examples of ongoing efforts at the Penn Center for Learning Analytics, leveraging Generative Artificial Intelligence for educational development and research. Baker will talk about our efforts to create and scale a teaching assistant in 4 courses (so far) and provide automated feedback to students learning to program. Additionally, Baker will relate this work to other industry and university efforts. In doing so, he will share successes and failures (some of them amusing) and provide a vision of a more promising future for education that this technology can enable.