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id caadria2024_398
authors Tan, Linus and Luke, Thom
year 2024
title Accelerating Future Scenario Development For Concept Design With Text-Based GenAI (ChatGPT)
doi https://doi.org/10.52842/conf.caadria.2024.1.039
source Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 1, pp. 39–48
summary This case study describes the integration of Generative Artificial Intelligence (GenAI) into a design workflow that envisions future scenarios for concept development. While image-based GenAI tools like MidJourney and Stable Diffusion have garnered attention from designers for their ability to visualise ideas rapidly, integrating textual GenAI, like ChatGPT-3.5, in design workflows has been less explored. This case study investigates how future thinking techniques can be digitized and accelerated using ChatGPT-3.5 to create a textual GenAI-embedded design workflow. Next, we test the workflow with postgraduate design students to speculate future scenarios, substantiate scenarios with existing circumstantial evidence, and develop a concept design based on the scenario. The outcomes highlight that GenAI suggested social changes from a range of disciplines, and designers still need to search for the source to clarify and evidence the changes manually. The case study concludes by describing the benefits of using textual GenAI in design workflows, and future research needed to strengthen the use of textual GenAI as a tool for design concept development.
keywords Future scenario, Futures thinking, Horizon Scanning, Signal, Futures Wheel, Generative AI, ChatGPT, Concept design
series CAADRIA
email
full text file.pdf (1,162,509 bytes)
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