by Mary Lou Maher (University of North Carolina, Charlotte, US), Justin D. Weisz (IBM Research, US), Hendrik Strobelt (IBM Research, US), Lydia B. Chilton (Columbia University, US), and Werner Geyer (IBM Research, US) — Editor’s note: This article was updated on April 19 to include the workshop recording. Recent advances in generative AI through deep learning approaches such as generative adversarial networks, multi-modal generation, and large language models such as GPT-4 are enabling new kinds of user experiences. People are now able to generate…