A Framework for AI Upskilling in Architectural Design: Towards Effective Self-Learning

The integration of AI (Artificial Intelligence) into architectural design workflows offers transforma-tive opportunities for the AEC (Architecture, Engineering, and Construction) sector. However, its adoption presents challenges, particularly regarding the upskilling of professionals who must navigate the complexities of AI while balancing practical learning constraints. This contribution examines AI upskilling in the AEC sector, emphasizing the integration of generative AI tools into the architectural design skillset. Additionally, the contribution proposes a workflow-based overview of conceptual design tasks that can be empowered by AI integration. A keyword-based system is introduced to organize AI-assisted design actions, offering a structured approach to personal skill development. This very limited framework aims to present an example to guide professionals in planning self-learning projects, helping them adopt AI technologies effectively while enhancing their existing expertise.