Bridging Creativity and Technology: Integrating Generative AI into Architectural Pedagogy Through Hybrid Frameworks

Abstract: Integrating Generative AI into architectural pedagogy marks a transformative shift in how design is conceptualized and taught. However, the primary challenge for educators lies in understanding how students can effectively control AI tools to produce design outputs that align with their creative ideas and address the requirements of the modules, all while navigating the complexities introduced by these technologies. This study explores a hybrid, human-artificial system-centered design approach employed in a series of speculative design workshops, to enhance the educational experience by integrating AI tools with traditional design methodologies. Two workshops focused on developing the future of lighting were conducted at a transnational university in China, utilizing a speculative design methodology that combines future thinking with a series of interrelated experiences involving numerous dynamic phases (Burns,1999). These elements are introduced as forms of experiential learning during the workshops to enhance students' engagement in diverse and complex activity settings. (Kolb,1984). The hybrid framework allowed analog and digital inputs, encouraging students to maintain control over their creative processes while leveraging AI's capabilities to augment their design outcomes. Integrating generative AI within a structured pedagogical framework significantly enhanced students' cognitive processes and engagement with complex design tasks. This approach fostered an environment where students could experiment with unconventional ideas and rapidly iterate on their designs, leading to more innovative and cohesive outcomes. The experiential learning approach also helped bridge the gap between theoretical knowledge and practical application, enabling students to better understand the implications of AI in contemporary design practice. The findings underscore the need for a structured yet flexible approach to integrating AI in design education, which helps students navigate the complexities of new technologies while enhancing their creative potential and skills. This approach sets a precedent for future educational strategies in design disciplines, fostering the creation of powerful hybrid-human artificial systems fully centered on the development of high-quality design solutions.

Keywords: Architectural Pedagogy, Speculative Design, Generative AI, Hybrid Systems, Experiential Learning, AI-Driven Design, Human-AI Collaboration

DOI: 10.54941/ahfe1005837

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