Unified Tool for the Education of Humans and Machines (PAIR UX Symposium 2018)

Machine learning is radically transforming what computers can do for us. But the tools for developing machine learning systems have not yet undergone a corresponding transformation away from conventional programming paradigms. In this talk, we will explore a framework for reconceptualizing software development tools around the experiential nature of learning machines and the multimedia data they learn from and interact with.