Collaboration is at the center of the institute's intellectual priorities, with industrial partnerships enabling transformative impacts across a wide range of application areas. From traditional manufacturing to AI-centric tech companies, the methods developed will allow for significant advancements in the AI engineering sciences. Moreover, it will create a virtuous cycle of workforce development in AI for dynamics.