Making Student Thinking Visible

Making Student Thinking Visible

AI has not changed what learning is, but it has exposed how difficult it can be to see. Too often, we assess the final product without understanding the thinking that produced it. In an AI-rich world, instructional design must shift toward making reasoning, decision-making, and reflection visible. Small changes, such as asking students to justify their choices or explain their process, can provide richer evidence of learning while helping students develop the metacognitive skills that matter most.

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Designing Assignments That Keep Students Thinking

Designing Assignments That Keep Students Thinking

AI can generate information. Learning happens when students evaluate it. Rather than trying to design assignments that prevent AI use, faculty can design assignments that make student thinking visible. The goal isn't to outsmart AI, it's to create opportunities for students to explain, justify, evaluate, and apply their thinking in ways that reflect genuine learning.

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