Survey of User Interface Design and Interaction Techniques in Generative
  AI Applications
Authors: name: Reuben Luera, name: Ryan A. Rossi, name: Alexa Siu, name: Franck Dernoncourt, name: Tong Yu, name: Sungchul Kim, name: Ruiyi Zhang, name: Xiang Chen, name: Hanieh Salehy, name: Jian Zhao, name: Samyadeep Basu, name: Puneet Mathur, name: Nedim Lipka

The applications of generative AI have become extremely impressive, and the
interplay between users and AI is even more so. Current human-AI interaction
literature has taken a broad look at how humans interact with generative AI,
but it lacks specificity regarding the user interface designs and patterns used
to create these applications. Therefore, we present a survey that
comprehensively presents taxonomies of how a human interacts with AI and the
user interaction patterns designed to meet the needs of a variety of relevant
use cases. We focus primarily on user-guided interactions, surveying
interactions that are initiated by the user and do not include any implicit
signals given by the user. With this survey, we aim to create a compendium of
different user-interaction patterns that can be used as a reference for
designers and developers alike. In doing so, we also strive to lower the entry
barrier for those attempting to learn more about the design of generative AI
applications.