AI Creative Design Across Academic Subjects: A Teacher Workshop at Zhongli
Generative AI is rapidly changing the ways people create, express themselves and learn.
In the past, creating an illustration, a character concept or a designed product often depended on drawing skills, design experience and specialist software. With AI tools, even people without an art background can gradually turn ideas into visible images.
The change brought by AI-assisted creative design goes beyond making creation faster and more accessible.
It also opens up new ways to express ideas.
In education, this makes AI useful beyond computing and art classes. It can help teachers of general academic subjects redesign lessons, guide students in expressing their understanding and present learning outcomes.
On May 12, 2026, the General Academic Department at Taoyuan Municipal Zhongli Home Economics and Commercial Senior High School partnered with Jing-Yeu International to hold an AI creative design workshop for teachers and students. Through AI image generation, product design and hands-on work with leather goods, participants explored how generative AI can connect with different subjects and turn abstract knowledge into learning outcomes they can see, touch and share.
Why offer AI creative design training to general academic teachers?
The goal is not to turn every teacher into a designer or every lesson into a product-making session.
The key question is whether students can interpret, organize and express a piece of knowledge, a text, a musical work, a formula or a concept in more varied ways.
This is a valuable opportunity to transform how academic subjects are taught.
Traditionally, students demonstrate learning through exams, assignments, reports and presentations. With AI support, they can also turn subject content into character designs, themed images, campus merchandise, course keepsakes, class products or project exhibits.
For music teachers, AI design can do more than generate images. It can help students translate emotion, rhythm, melody and cultural context into visual design. After listening to a composition, students might describe the imagery it evokes in a prompt, generate an image and develop it into a concert invitation, a class performance souvenir or a themed product. Music becomes a cross-sensory learning experience that students can interpret, express and create.
Mathematics teachers can also find new starting points. Mathematics involves structure, patterns, proportion, symmetry and logical reasoning as well as calculation. Teachers can guide students in turning geometric shapes, function curves, symmetry or number patterns into designs for coasters, key rings and campus products. When learners see how mathematics informs pattern construction, layout and visual balance, abstract concepts can become more tangible and connected to experience.
Chinese language and literature teachers can use AI design to extend textual understanding and creative expression. After reading poetry, essays, fiction or classical texts, students can interpret imagery, character, atmosphere and emotional shifts through visual work. Tang poetry might inspire a set of bookmarks; a novel might lead to character portraits; local literature might become products reflecting a city's memories and cultural symbols. The process asks students to revisit a text and express their own response to it.
The educational value lies in helping teachers turn abstract subject content, or knowledge that students find difficult to articulate, into outcomes that can be discussed, displayed and kept.Start with teaching needs: Make AI a resource for curriculum design
The focus of this workshop
was to address practical classroom questions: How can academic lessons feel more meaningful to students? How can learners reorganize, transform and express knowledge instead of simply listening and understanding?
Many teachers are already familiar with AI. Integrating it into everyday teaching, beyond a one-time tool demonstration, still requires concrete approaches to lesson design.
We therefore began with creative products and learning outcomes, rather than introducing a long list of platforms. Teachers considered how a project could move from a theme to image generation, layout and a usable physical object.
Throughout the process, teachers also asked where students could begin, which units would suit this approach and what tasks would require real application of subject knowledge as well as an attractive result.
AI-assisted creative design became a medium for planning learning experiences.
It can support showcases of course outcomes, class activities, school anniversary merchandise, cross-subject projects and learning portfolios, giving students a creative way to demonstrate their understanding.
When AI image generation connects with learning objectives, meaningful tasks and the presentation of outcomes,
general academic teaching can take new forms.Jing-Yeu International presents a complete process for classroom application
To make the educational value clear, Jing-Yeu International organized the workshop into four stages: understanding the concepts, creating with AI, designing a product and making the physical object.
Teachers experienced a complete learning process that extended beyond operating tools.
Developing a theme, considering how prompts influence results, choosing an image style, judging suitability for printing and using dye-sublimation transfer on leather goods all reflected steps that students could later encounter in class.
This structure also gave teachers an opportunity to experience learning from a student's perspective.
As an idea was entered, generated, revised, printed and finally made into an object to take home, teachers saw a course model that can support creativity, expression and a sense of accomplishment.
From an AI idea to a product: Teachers create their first pieces
After establishing the basic concepts, teachers began using Canva AI.Some entered favorite themes; others experimented with visual styles or repeatedly refined prompts to bring results closer to what they imagined.
Changing just a few keywords could give the same theme a very different atmosphere. This helped teachers see AI creation as a process of describing, evaluating, revising and choosing.
As they tested and compared outputs, teachers naturally discussed which images would work on products, which designs communicated most clearly and which related to course topics.
The classroom filled with exchanges and sharing. Some participants showed their work, others discussed visual styles with colleagues, and others imagined the surprising results their students might create with a similar task.
From screen to physical object: Make learning outcomes visible
After completing their designs, participants moved on to production.Teachers printed their images onto sublimation paper, then cut, aligned and positioned them on different leather product blanks. The available items included leather key rings, coasters and hand mirrors, allowing participants to choose a suitable format for their designs.
The instructor then assisted with the heat press, transferring the images onto the leather surfaces.
As the transfer paper was slowly peeled away, a design that had existed only on a screen became an object participants could touch, use and take home.
It was one of the most memorable moments of the workshop.
Many teachers picked up their completed work and examined it closely. The pleasure came not only from finishing a product, but also from rediscovering how learning can leave a tangible result.
This helped teachers imagine what students might experience in a similar lesson: alongside a completed object, a sense of ownership of their own learning.
From learning a tool to redesigning a lesson
One of the most significant outcomes was that teachers began actively connecting AI design with their own subjects.
Some considered using AI images as teaching aids to help students understand abstract concepts.
Others suggested a school anniversary project in which students would develop a theme, create images and manufacture merchandise as part of a complete campus design task.
Some wondered whether the work could become part of a learning portfolio, showing not only what students had studied, but how they had understood, transformed and created from it.
These discussions moved beyond knowing how to operate AI toward designing lessons that encourage participation and reveal students' abilities.
For teachers of general academic subjects, this is a central purpose of AI creative design training.
AI can help teachers create more open-ended learning tasks in which students combine knowledge, feelings, ideas and creativity into a concrete result.AI creative design opens a new path for teaching academic subjects
The workshop's most valuable outcome went beyond completing a leather product: teachers gained a fresh perspective on AI's role in their subjects.
AI can help music students translate melody and emotion into visual storytelling, mathematics students turn patterns and proportions into design, and literature students express textual imagery and character emotions through creative work. Across subjects, it can help transform textbook knowledge into work that students understand, explain and take with them.
For Zhongli Home Economics and Commercial Senior High School, the workshop marked a practical starting point for interdisciplinary teaching.
Through complete course design, Jing-Yeu International continues to connect industry applications, technology tools and educational needs. We help teachers turn new technologies into practical classroom activities in which students understand subjects through creation and demonstrate learning through their work.
When AI becomes a resource for curriculum design, academic learning can extend beyond paper, pens and written answers.
Every idea, generated image, revision and completed piece can become a new starting point for understanding the world, expressing oneself and connecting knowledge.
Watch the full workshop video on YouTube!
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