The AI Curriculum Corps is a summer program at Washington University in St. Louis that equips faculty with resources and support to redesign or create new modules, assignments, and courses that thoughtfully integrate or critically examine AI. Faculty lead the design process supported by expert curriculum developers from the Center for Teaching and Learning, software developers from the Digital Intelligence and Innovation (DI2) Accelerator, technologists from Information Technology, and information scientists from the WashU Libraries. Student partners contribute feedback throughout the iterative process and participants will have access to advanced AI tools, such as Gemini for Education, NotebookLM, and university-supported, custom tools to support their development.