As the architectural profession continues to evolve, technological advancement is reshaping how designers approach their work. The transition from traditional drafting to digital tools like CAD, Rhino, and Grasshopper brought significant shifts in practice while rendering engines such as V-Ray and Enscape revolutionized visualization. The rapid rise of Artificial Intelligence, primarily through diffusion models and AI-driven generative tools, is introducing a new paradigm for architectural design. This workshop is designed to harness AI technologies effectively while remaining in control of the creative process. Through two targeted, hands-on sessions, participants will explore how AI can be thoughtfully integrated to enhance the creative design process. The focus will be on practical application—using AI as an extension of the designer’s toolkit without losing sight of core architectural principles. This workshop will be interactive, with dedicated time to address participants' questions and thoroughly explain the key concepts to avoid confusion, Offering ample opportunities for discussion so participants can leave with a confident understanding of how to apply AI tools effectively in their own design workflows.