preprintMay 11, 2024GOLD OA

Design Principles for Generative AI Applications

Indexed inarxivcrossref

Abstract

Generative AI applications present unique design challenges. As generative AI technologies are increasingly being incorporated into mainstream applications, there is an urgent need for guidance on how to design user experiences that foster effective and safe use. We present six principles for the design of generative AI applications that address unique characteristics of generative AI UX and offer new interpretations and extensions of known issues in the design of AI applications. Each principle is coupled with a set of design strategies for implementing that principle via UX capabilities or through the design process. The principles and strategies were developed through an iterative process involving…

Citation impact

181
total citations
FWCI
57.80
Percentile
100%
References
103
Citations per year

Authors

6

Topics & keywords

Keywords
  • Generative Design
  • Generative grammar
  • Computer science
  • Design elements and principles
  • Process (computing)
  • Set (abstract data type)
  • Engineering design process
  • Design process
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