本課程以「詩性製造」（Poetic Making）為核心精神，探索生成式AI（Generative AI）在設計創新與美學實踐中的角色與潛力。課程橫跨影像生成、參數化建築形體、多代理工作流程與視覺傳達，引導學生從設計思考的視角，重新詮釋AI工具的創作主體性。

課程將採密集工作坊形式，共六次、每次5~6小時，結合理論導讀、工具實作與設計創作，鼓勵學生在AI輔助設計方法下，建立個人創新設計觀點與人文美學品味。課程將整合設計競賽和產學合作實務，讓學生具備AI時代面對產業典範轉移的巨變下，建立自主學習模式、創新思考與科技賦能的新素養。

教學方式
• 理論講授與論文導讀（每次課程前2小時）
• 工具實作與引導練習（每次課程後3小時，以Rhino MCP / Stable Diffusion / Claude為主）
• 小組討論與設計批評（Design Critique）
• 期末個人設計發表與評圖

This course takes "Poetic Making" as its core spirit and explores the role and potential of generative AI in design innovation and aesthetic practice. The course spans image generation, parametric architectural form, multi-agent workflow and visual communication, guiding students to reinterpret the creative subjectivity of AI tools from the perspective of design thinking.

The course will take the form of intensive workshops, with a total of six sessions, each lasting 5 to 6 hours. It combines theoretical introduction, tool implementation and design creation to encourage students to establish personal innovative design perspectives and humanistic aesthetic tastes under the AI-assisted design method. The course will integrate design competitions and industry-university cooperation practices to equip students with new qualities such as independent learning models, innovative thinking and technological empowerment in the face of the dramatic changes in industry paradigm shifts in the AI ​​era.

teaching method
• Theoretical lectures and paper reading (2 hours before each class)
• Tool implementation and guided exercises (3 hours after each course, mainly Rhino MCP / Stable Diffusion / Claude)
• Group discussion and design critique (Design Critique)
• Personal design presentation and review at the end of term

• Frazer, J. (1995). An Evolutionary Architecture. Architectural Association, London.
• Kaplan, J. (2024). Artificial Intelligence: What Everyone Needs to Know. Oxford University Press.
• McCullough, M. (1996). Abstracting Craft: The Practiced Digital Hand. MIT Press.
• Oxman, R. & Oxman, R. (2014). Theories of the Digital in Architecture. Routledge.
• Zumthor, P. (2006). Thinking Architecture. Birkhäuser.
• Anthropic Claude API 技術文件：https://docs.anthropic.com
• RhinoMCP 開源專案與使用手冊
• Stable Diffusion WebUI Forge / ComfyUI 官方文件

• Frazer, J. (1995). An Evolutionary Architecture. Architectural Association, London.
• Kaplan, J. (2024). Artificial Intelligence: What Everyone Needs to Know. Oxford University Press.
• McCullough, M. (1996). Abstracting Craft: The Practiced Digital Hand. MIT Press.
• Oxman, R. & Oxman, R. (2014). Theories of the Digital in Architecture. Routledge.
• Zumthor, P. (2006). Thinking Architecture. Birkhäuser.
• Anthropic Claude API technical documentation: https://docs.anthropic.com
• RhinoMCP open source project and user manual
• Stable Diffusion WebUI Forge / ComfyUI official documentation