Leveraging Artificial Intelligence in Developing Architectural Design Skills: Towards a Proposed Educational Framework for Architectural Design Courses
DOI:
https://doi.org/10.65405/kz9c0y46Keywords:
Artificial Intelligence, Architectural Education, Architectural Design, Generative Design, Design Studio, Educational FrameworkAbstract
Artificial Intelligence (AI) is rapidly transforming architectural education by playing a central role in supporting conceptual design, evaluating alternatives, analyzing performance, and generating creative solutions within the architectural design studio. Advances in generative design systems, large language models, and AI-based image generation tools have significantly reshaped architectural design processes, posing new challenges for architecture education institutions to rethink curricula and teaching methodologies in line with digital transformation and the Fourth Industrial Revolution (UNESCO, 2023; Holmes et al., 2022; Jang et al., 2025).
This study aims to develop a proposed educational framework for integrating Artificial Intelligence into architectural design courses to enhance students’ design competencies. It relies on a descriptive-analytical methodology based on a comprehensive review of contemporary literature published between 2021 and 2026, identifying current trends and best practices in AI-enhanced architectural education (Oxman, 2021; Stanimirovic et al., 2026).
The study analyzes the relationship between AI tools and the stages of the design process, leading to the development of an integrated educational framework that defines the roles of instructors, students, AI tools, teaching strategies, and assessment methods (Holmes et al., 2022; UNESCO, 2023).
Findings indicate that AI integration in architectural education should not be limited to technological adoption but must be embedded within a structured pedagogical framework that balances human creativity with computational capabilities. The framework emphasizes the gradual integration of AI across design stages, clear assessment criteria, and strong ethical considerations regarding responsible AI use (Jabi, 2023; UNESCO, 2023).
The study contributes to the growing body of knowledge on AI-enhanced architectural education by offering a structured framework that may assist architecture schools in aligning their curricula with contemporary digital and AI-driven transformations (Oxman, 2021; Jang et al., 2025).
Downloads
References
1. Alamasi, R., & Asfour, O. S. (2026). Applications of Generative AI in Architectural Design Education: A Systematic Review and Future Insights. Digital, 6(1), 6. https://doi.org/10.3390/digital6010006
2. Albukhari, I. N. (2025). The role of artificial intelligence (AI) in architectural design: A systematic review of emerging technologies and applications. Journal of Umm Al-Qura University for Engineering and Architecture, 16, 1457–1476. https://doi.org/10.1007/s43995-025-00186-1adsabs.harvard+1
3. Castro Pena, M. L., Carballal, A., Rodríguez-Fernández, N., Santos, I., & Romero, J. (2021). Artificial intelligence applied to conceptual design: A review of its use in architecture. Automation in Construction, 124, 103550. https://doi.org/10.1016/j.autcon.2021.103550ruc.udc
4. Chaillou, S. (2020). AI + Architecture: Towards a new design intelligence. Harvard Graduate School of Design.
5. Chien, S. C., & Chen, Y. W. (2025). Rethinking architectural design education and practice with AI: A cognitive-social-technical perspective. Journal of Architectural Education, 79(1), 45–62.
6. Kee, T., Kuys, B., & King, R. (2024). Generative artificial intelligence to enhance architecture education to develop digital literacy and holistic competency. JARINA, 3(1). https://doi.org/10.24002/jarina.v3i1.8347
7. Holmes, W., Bialik, M., & Fadel, C. (2022). Artificial intelligence in education: Promises and implications for teaching and learning. Center for Curriculum Redesign.
8. Horvath, A. S., & Pouliou, P. (2024). AI for conceptual architecture: Reflections on designing with text-to-text, text-to-image, and image-to-image generators. Frontiers of Architectural Research, 3, (13): 593–612. https://doi.org/10.1016/j.foar.2024.02.006](https://doi.org/10.1016/j.foar.2024.02.006)
9. Jabi, W. (2023). Parametric design and computational thinking in architecture. International Journal of Architectural Computing, 21(3), 201–218.
10. Jang, S., Roh, H., & Lee, G. (2025). Generative AI in architectural design: Application, data, and evaluation methods. Automation in Construction, 174, Article 106174.
11. Li, X., et al. (2024). Artificial intelligence applications in architectural design optimization. Sustainable Cities and Society, 98, 104789.
12. OECD. (2024). AI and the future of education: Policy perspectives. Organisation for Economic Co-operation and Development.
13. Özorhon, G., Nitelik Gelirli, D., Lekesiz, G., & Müezzinoğlu, C. (2025). AI-assisted architectural design studio (AI-a-ADS): How artificial intelligence join the architectural design studio? International Journal of Technology and Design Education, 35(5), 1999–2023. https://doi.org/10.1007/s10798-025-09975-0
14. Oxman, R. (2021). Thinking difference: Theories of architecture and computation. Design Studies, 72, 100961.
15. Sharma, K., et al. (2024). Ethical implications of artificial intelligence in higher education. Computers & Education, 200, 104872.
16. Stanovich, K. E., & Westwood, J. (2025). Artificial intelligence and design cognition in architectural education. Journal of Design Research, 23(1), 55–74.
17. Stanimirovic, M., Momcilovic Petronijevic, A., Stoiljkovic, B., Kondic, S., & Nikolic, B. (2026). AI Sparring in Conceptual Architectural Design: A Systematic Review of Generative AI as a Pedagogical Partner (2015–2025). Buildings, 16(3), 488. https://doi.org/10.3390/buildings16030488
18. UNESCO. (2023). Guidance for generative AI in education and research. United Nations Educational, Scientific and Cultural Organization.
19. UNESCO-UIA. (2021). Charter for architectural education. UNESCO & International Union of Architects.
20. Yiannoudes, S. (2025). Artificial intelligence as a co-designer in architecture. Frontiers of Architectural Research, 14(2), 210–225.
21. Yu, R. (2025). AI as co-creator in architectural design processes. Digital Creativity, 36(1), 1–15.
22. Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education. International Journal of Educational Technology in Higher Education, 16(1), 39.
