Teaching Verification and Evaluation Skills
AI in Higher Education, Instructional Design, Critical Thinking Russell Pearson AI in Higher Education, Instructional Design, Critical Thinking Russell Pearson

Teaching Verification and Evaluation Skills

AI has changed one of the most important skills students need to develop. The challenge is no longer finding information—it is evaluating it. As AI generates increasingly fluent and convincing answers, students must learn to verify claims, weigh evidence, recognize uncertainty, and exercise sound judgment. In an AI-rich world, the ability to ask, "How do I know this is true?" may become more valuable than simply knowing the answer.

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Building Reflection into Learning
AI in Higher Education, Instructional Design Russell Pearson AI in Higher Education, Instructional Design Russell Pearson

Building Reflection into Learning

Reflection is often treated as an afterthought, but in an AI-rich classroom it may be one of the most valuable learning strategies we have. By asking students to examine what they understood, where they struggled, and how AI influenced their thinking, reflection makes learning visible. It helps students develop metacognitive skills, recognize the difference between AI support and AI substitution, and become more intentional, independent learners.

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