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Teaching AI Through Inquiry: Designing a ‘Mouse AI League’ for Hands-On Learning in Computer Science

Artificial intelligence (AI) is changing the world around us, but for many students, the field can feel distant and inaccessible. The Mouse AI Design League is transforming this by creating an engaging, hands-on learning environment where middle and high school students, even those with little or no prior coding experience, can dive into computer science and technology. Through the League, students don’t just learn coding—they develop core skills in human-centered design, UX/UI, project management, and empathy-centered problem-solving. 


In this blog, I’ll share how the Mouse AI Design League’s inquiry-based approach to AI and tech education gives students a pathway to explore their potential in technology while making a real difference in their communities.

Introducing the Mouse AI Design League: Learning Through Real-Life Projects

The Mouse AI Design League is much more than a coding class; it’s a complete, hands-on course designed to teach students the fundamentals of technology and computational thinking through creative, community-centered projects. Instead of just learning code by rote, students enter the program by first identifying real-life challenges they want to address in their communities. From there, they work on designing, building, and refining tech projects that provide real solutions to those problems.


This inquiry-based approach encourages students to begin with questions like:


- What problems do people in my community face, and how can technology help?

- What role does empathy play in designing solutions for real-world challenges?

- How do we make sure technology benefits everyone?


These questions set the foundation for the entire course, turning students from passive learners into active creators. They not only design and code their projects, but they also consider the needs and perspectives of the people who will use them, incorporating elements of human-centered design, UX/UI, and even entrepreneurship.


Building Practical Skills: From Coding to Design Thinking

One of the key goals of the Mouse AI Design League is to prepare students with practical skills that they can use in real-world careers, particularly those in technology and design. Throughout the program, students gain experience in several areas:


- Human-Centered Design: Students learn to put the needs of real people at the forefront of their projects. This focus on empathy helps them build solutions that are genuinely useful and accessible.

- UX/UI Design: User experience and user interface design are crucial to creating effective technology, and students practice these skills to ensure their projects are intuitive and engaging.

- Project Management Tools: By working with industry-standard tools like Adobe, Figma, and Google, students get a head start on the professional tools they may encounter in future careers.

- Collaboration and Teamwork: Students learn how to work together as part of a design team, an essential skill for careers in tech, design, and other fields.


These skills give students a real-world toolkit that they can use beyond the classroom. Whether they go on to study technology, design, or other fields, the Mouse AI Design League’s hands-on, inquiry-driven approach helps them develop confidence in their own abilities and an understanding of how technology can drive positive change.

Encouraging Inquiry-Based Learning and Problem-Solving

The Mouse AI Design League is based on an inquiry-driven model, where students lead the learning process by asking questions, experimenting, and learning through discovery. As they create their projects, they go through a continuous process of trial, error, and improvement. This mirrors how innovation and development happen in real tech careers and encourages students to be resilient problem-solvers.


At each stage of the project, students reflect on what they’ve learned and what they can improve. By focusing on questions such as “How can we make this solution more accessible?” or “What’s a simpler way to achieve the same result?” students engage in deep, iterative learning. They see firsthand that successful design and innovation require testing, refinement, and flexibility.

Real-World Applications: Empathy and Community Engagement

One of the unique features of the Mouse AI Design League is its emphasis on empathy and community-centered design. Students aren’t just creating technology for technology’s sake—they’re building projects that are designed to help others in meaningful ways. By empathizing with community members and listening to their needs, students learn to create tech that’s truly impactful.


For instance, a team might design an app to connect people to local mutual aid resources or create a simple tool to help elderly community members navigate digital health resources. By focusing on real-world applications, students understand that technology is not just about solving technical problems; it’s also about enhancing people’s lives.


Connecting to Career Pathways: Building a Portfolio and Gaining Workplace Skills

Throughout the Mouse AI Design League, students gain hands-on experience in the design and technology fields, which they can showcase in a portfolio. This portfolio is a valuable asset that can open doors to future education and career opportunities. Students also get the chance to present their projects to the broader community at project fairs and competitions, gaining public-speaking skills and a sense of accomplishment.


Through collaboration with industry professionals and the use of professional design tools, students see how their work connects to real-world careers in tech and design. They also gain a better understanding of the various pathways in the technology field, from UX/UI design to entrepreneurship, which helps them make informed choices about their futures.


Getting Started: Tips for Implementing an AI Design League in the Classroom

If you’re an educator interested in bringing an AI Design League to your school, here are some practical tips:


1. Identify Community Challenges: Encourage students to look for challenges within their own communities. This keeps the projects grounded in reality and helps students see the impact they can have.

  

2. Integrate Inquiry-Based Questions: Start each project with open-ended questions about the problem, design possibilities, and user needs to spark students’ creativity and guide their learning.


3. Use Industry Tools: Programs like Adobe, Figma, and Code.org are accessible to students and help familiarize them with tools they may encounter in future careers.


4. Celebrate All Progress: Emphasize that the journey is just as important as the final product. Each iteration, even if imperfect, represents valuable learning and growth.


5. Encourage Reflection: Provide opportunities for students to reflect on what they’ve learned, what they’d change, and how their solutions could evolve over time.


Empowering Students to Succeed in Tech

The Mouse AI Design League is about more than just coding—it’s a pathway to empowerment. By engaging in hands-on, inquiry-based learning, students see how technology can be used for good, experience the satisfaction of problem-solving, and realize that they have the potential to succeed in tech careers.


The League not only builds technical skills but also nurtures essential life skills like empathy, resilience, and collaboration. For students, this means leaving the program with a sense of purpose and the knowledge that they can make a difference. The Mouse AI Design League gives students the foundation to explore a world of opportunities in tech and beyond, and it reminds them that every challenge is just one more step toward meaningful change.

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