Open-ended experimentation with AI's creative potential
Discovery Over Outcomes
Prioritizes learning journey over predetermined results
Critical Questioning
Encourages questioning assumptions about AI's role
Key Insight
Level 5 assignments empower students to take creative risks with AI and develop critical perspectives through hands-on exploration.
When to Use
Interdisciplinary, speculative, or experimental settings where creative exploration is valued
When to Use
Interdisciplinary, speculative, or experimental settings where creative exploration is valued. Ideal for capstone projects, honors courses, and classes focused on emerging technologies.
Design Tips
Prioritize curiosity, nontraditional formats, and student choice. Encourage multimedia outputs, speculative prompts, and collaborative experimentation with AI tools.
Adaptation Ideas
Use AI to stretch genre boundaries, remix traditional forms, or co-design assignments with students. Turn "what if" questions into project-based learning opportunities.
Adapting These Assignments for Creative Risk-Taking
Turn "What If" Questions Into Projects
Transform speculative questions like "What if AI wrote your textbook?" or "What if AI evaluated your work?" into project-based learning opportunities where students explore implications through prototyping and critical analysis.
Student-Generated Prompts
Include prompt engineering as part of the assignment, where students develop, test, and refine their own AI prompts. Evaluate both the quality of their prompts and their critical reflection on the results.
Sandbox Experimentation
Use prompt decks and creative constraints as low-stakes exploratory activities before higher-stakes assignments. Document discoveries in innovation journals to track learning progression.
Pedagogical Rationale
Level 5 supports creative thinking and imaginative use of AI
Invites Creative Risk-Taking
When students explore AI's boundaries without fear of failure, they develop comfort with ambiguity and the confidence to experiment with emerging technologies.
Encourages Metacognition
Open-ended AI exploration prompts students to reflect on their own thinking processes, the AI's capabilities, and the relationship between human and machine creativity.
Builds Future-Ready Skills
Speculative AI assignments develop adaptability, critical thinking, and ethical reasoning—competencies that remain relevant regardless of how technology evolves.
By engaging with AI as a creative partner rather than just a tool, students learn to question assumptions, identify biases, and imagine alternative futures. This approach helps students develop agency in shaping how AI might be used in their disciplines, rather than simply responding to predetermined applications.
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