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Developing Collaborative Artificial Intelligence in Artistic Practices: Using AI in Creative Explorations
IEEE Computer Graphics and Applications
|January 26, 2026
Summary
An artistic studio model effectively teaches artificial intelligence (AI) by integrating large learning models into creative processes. This approach supports student-directed learning and artifact creation, proving applicable for AI education.
Area of Science:
- Artificial Intelligence Education
- Artistic Studio Model Application
- Creative Process Integration
Background:
- Traditional AI education models may not fully leverage creative potential.
- The artistic studio model offers a unique, bottom-up approach to learning.
- Generative AI tools align with artifact creation objectives.
Purpose of the Study:
- To evaluate the applicability of an artistic studio model for teaching artificial intelligence (AI).
- To explore students' experiences integrating large learning models (LLMs) into their creative workflows.
- To provide evidence and case studies for adopting this model in AI education.
Main Methods:
- A qualitative study was conducted over the 2024-2025 academic year.
- Four sections of an asynchronous, studio-style AI course were implemented.
- Student experiences were documented, focusing on the integration of LLMs in creative tasks.
Main Results:
- The artistic studio model proved applicable for educating students on AI.
- Students successfully integrated large learning models into their creative processes.
- Qualitative data and case studies support the model's effectiveness.
Conclusions:
- The artistic studio model is a viable and effective pedagogical approach for AI education.
- Student-directed learning and artifact creation are key components of success.
- The model can be adapted for diverse student needs and interests in AI.
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