ARTFEED — Contemporary Art Intelligence

AI's Impact on Design Thinking and Service Ecosystems Explored by University of Michigan Professor

ai-technology · 2026-04-15

At the University of Michigan, Sheng-Hung Lee serves as an Assistant Professor of Urban Technology and leads the d-mix lab, where he investigates the transformative impact of artificial intelligence on design methodologies and human thought processes. He points out three significant changes: first, generative AI tools such as KREA, Figma Make, and Adobe Creative Cloud have revolutionized the initial 'Discover' stage of the Double Diamond Model, shifting designers from creators to curators in a fast-paced exploration environment. Second, AI is reshaping service design by necessitating the management of ecosystems of AI agents, illustrated by platforms like Rejara for healthy aging. Lastly, while AI enhances the ability to analyze complex 'wicked problems'—a term coined by Horst Rittel and Melvin Webber in 1973 and later explored by Richard Buchanan (1992) and Nigel Cross (2001)—it reframes rather than resolves issues like climate change and poverty. The article raises concerns about the potential of AI-generated summaries, such as those from ChatGPT, to undermine the intricate process of developing understanding and judgment. Lee insists that the objective should be to enhance human cognition through AI collaboration, rather than replace it, advocating for systems that prioritize human-centered and ethical principles.

Key facts

  • Sheng-Hung Lee is an Assistant Professor of Urban Technology at the University of Michigan.
  • Generative AI tools like KREA, Figma Make, and Adobe Creative Cloud have expanded the 'Discover' phase of the Double Diamond Model.
  • AI transforms service design into orchestrating ecosystems of agents, as exemplified by the Rejara platform for healthy aging.
  • The concept of 'wicked problems' was introduced by Horst Rittel and Melvin Webber in 1973.
  • Richard Buchanan discussed 'Wicked Problems in Design Thinking' in 1992.
  • Nigel Cross connected wicked problems to designerly ways of knowing in 2001.
  • AI platforms like ChatGPT can generate summaries and design concepts rapidly.
  • The article questions if AI use risks relinquishing human systematic sense-making and critical thinking.

Entities

Artists

  • Sheng-Hung Lee
  • Horst Rittel
  • Melvin Webber
  • Richard Buchanan
  • Nigel Cross
  • Sarah Gibbons
  • Daniel Graff
  • Mark Clark
  • Dan Li
  • Lei Xia
  • Phongsak Sangkhamanee
  • Hapabapa
  • Anton Vierietin
  • Dmytro Varavin

Institutions

  • University of Michigan
  • d-mix lab
  • Nielsen Norman Group
  • ATLAS.ti
  • OpenAI
  • Google
  • Adobe Creative Cloud
  • Figma Make
  • KREA
  • OpenStudio
  • Rejara
  • ChatGPT
  • designwanted.com

Locations

  • University of Michigan campus
  • Michigan

Sources