English

CHAI-DT: A Framework for Prompting Conversational Generative AI Agents to Actively Participate in Co-Creation

Human-Computer Interaction 2023-05-09 v1 Artificial Intelligence

Abstract

This paper explores the potential for utilizing generative AI models in group-focused co-creative frameworks to enhance problem solving and ideation in business innovation and co-creation contexts, and proposes a novel prompting technique for conversational generative AI agents which employ methods inspired by traditional 'human-to-human' facilitation and instruction to enable active contribution to Design Thinking, a co-creative framework. Through experiments using this prompting technique, we gather evidence that conversational generative transformers (i.e. ChatGPT) have the capability to contribute context-specific, useful, and creative input into Design Thinking activities. We also discuss the potential benefits, limitations, and risks associated with using generative AI models in co-creative ideation and provide recommendations for future research.

Keywords

Cite

@article{arxiv.2305.03852,
  title  = {CHAI-DT: A Framework for Prompting Conversational Generative AI Agents to Actively Participate in Co-Creation},
  author = {Brandon Harwood},
  journal= {arXiv preprint arXiv:2305.03852},
  year   = {2023}
}