AIrchitecture
API0097
Architecture and AI: From Theory to Practice
Responsable de l'Api
Eduard ANTALUCA
Autres intervenants
Gilles MOREL, Université de Technologie de Compiègne
Mustapha EL MOUSSAOUI, Faculty of Design and Art, Free University of Bozen-Bolzano
Mustapha EL MOUSSAOUI will provide the main teaching input and supervise the workshop activities. His teaching and research focus on architecture, urbanism and artificial intelligence, including questions of authorship, creativity, automation, architectural practice, and the control of AI-generated design processes.
Résumé
This API introduces UTC students to the critical and practical use of artificial intelligence in architectural design. The course explores the intersection between AI, architecture and design practice, with a particular focus on how students can move beyond passive use of AI tools and instead learn to control, direct and refine AI-generated outputs.
The API combines theoretical input, demonstrations and a hands-on workshop. Students will first be introduced to the current state of AI in architecture, including its impact on design methodologies, authorship, creativity, automation and the evolving role of architects and designers. They will then learn how to use an open-source AI workflow tool, ComfyUI, and apply it to a design process starting from sketches and moving toward architectural representations and 3D-oriented outputs.
The second part of the API is organized around a supervised group project. Students will develop a small design proposal using AI as a controlled design instrument rather than as an automatic form generator. The API will conclude with a presentation and discussion of the students’ work, with the participation of the UTC administrative and academic contacts.
L’Api se déroulera en anglais.
Typologie Api
Modalité : #Stage
Format : #Enseignant
Complément : #Cours #Projet
Domaine
Architecture, artificial intelligence, generative design, digital design tools, AI-assisted representation.
Public visé
À partir de TC03
This API is proposed as an intensive face-to-face activity, combining lectures, supervised practical work and a short group project. It also contributes to the academic collaboration between UTC and the Free University of Bozen-Bolzano, in the context of Erasmus+ mobility and the Sunrise Alliance.
The API is intended for students interested in architecture, urban design, digital design methods, artificial intelligence, visual representation, and project-based experimentation, from TC03/04 to GX05.
No advanced programming skills are required. A general interest in design, spatial thinking, architecture, urbanism or digital tools is recommended. Basic familiarity with design or representation methods may be useful but is not mandatory.
Objectifs pédagogiques
Objectif de l’Api :
The objective of the API is to introduce students to the theoretical, critical and practical use of AI in architectur. By the end of the course, students should be able to understand the main transformations brought by AI to design practice and to use AI tools in a controlled, intentional and critical way within a small design project.
Objectifs spécifiques :
Understand the current role of artificial intelligence in architecture.
Identify the main theoretical issues raised by AI in design, including authorship, creativity, automation, control and hallucination.
Discover ComfyUI as an open-source tool for AI-assisted design workflows.
Learn how to structure a basic AI workflow for design exploration.
Move from sketch-based or conceptual input toward AI-assisted architectural representation.
Use AI outputs critically, by selecting, refining and adapting them according to design intentions.
Develop a small architectural design project in group.
Present and discuss the process, tools, design choices and final outputs.
Objectifs transversaux :
Work collaboratively in a short and intensive project format.
Develop a critical attitude toward digital and AI-generated outputs.
Connect theoretical reflection with practical experimentation.
Communicate design intentions and technical choices clearly in English.
Structure a design process under time constraints.
Reflect on the ethical, professional and methodological implications of AI in design.
Programme
Créneau | Activité | Intervenant.es |
Day 1 – Morning | Introduction to AI in architecture and design. Overview of the current state of AI in architecture; where the field is heading; consequences for architectural and urban design practice; questions of creativity, authorship, automation and professional transformation. | Mustapha EL MOUSSAOUI |
Day 1 – Afternoon | Introduction to ComfyUI and AI workflows. Presentation of ComfyUI as an open-source AI tool; basic principles of workflow-based AI generation; first guided exercises; discussion of the difference between passive generation and controlled design direction. | Mustapha EL MOUSSAOUI |
Day 2 – Morning | From sketch to representation. Students learn how to start from a sketch, an intention or a conceptual design input and progressively produce AI-assisted architectural representations. Emphasis is placed on iteration, prompt/workflow control, visual consistency and design intention. The session will end with a short individual quiz to check the understanding of the main concepts and tools introduced during the first part of the API. | Mustapha EL MOUSSAOUI |
Day 2 – Afternoon | Supervised group workshop. Students work in small groups on a design project using AI tools. Each group defines a concept, produces and refines visual outputs, and documents its process. | Mustapha EL MOUSSAOUI, with possible support from Eduard ANTALUCA and Gilles MOREL |
Day 3 – Morning | Project development and finalization. Groups continue their projects, refine their AI workflows and prepare a short presentation. The focus is on the coherence between design intention, AI process and final outputs. | Mustapha EL MOUSSAOUI, with possible support from Eduard ANTALUCA and Gilles MOREL |
Day 3 – Afternoon | Final presentations / exhibition / discussion. Each group presents its project, workflow, design choices and critical reflections. The session includes discussion with Mustapha EL MOUSSAOUI, Eduard ANTALUCA and Gilles MOREL. | Mustapha EL MOUSSAOUI, Eduard ANTALUCA, Gilles MOREL |
Évaluation
Group mini-project: 70%
Quiz : 30%
Inter-semestre
E26
Période
01/07-03/07
Capacité d'accueil
24
Lieu de déroulement
PG2
ECTS
1
Temps de travail étudiant
Travail demandé pendant l'Api : 20h