Notes from practice

Articles

Practical articles on media, web development, applied AI, and Scouting communication.

Published Articles

Learning in an Age of Easy Answers · Part 5 of 5

How Shall We Learn and Live with AI?

A thoughtful relationship with AI begins with purpose and keeps the learner present. On active engagement, carefully designed tutoring, human support, and connecting education with a next step people can understand and choose.

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Learning in an Age of Easy Answers · Part 4 of 5

What We Need to Learn Beyond Using AI

Media and Information Literacy reaches beyond operating a tool. On restoring context, using SIFT, checking in proportion to consequences, and taking responsibility for the information we create and share with AI.

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Learning in an Age of Easy Answers · Part 3 of 5

The Same AI Does Not Mean the Same Opportunity to Learn

Access to the same tool is only a beginning. Time, language, foundations, feedback, and human support shape what a learner can do with an answer. On the risk of unequal learning opportunities—and the conditions education can help improve.

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Learning in an Age of Easy Answers · Part 2 of 5

Mistaking What AI Knows for What I Understand

An explanation can feel clear before we can use it ourselves. On the illusion of explanatory depth, noticing our own uncertainty, and inviting AI to help reveal gaps in understanding instead of concealing them.

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Learning in an Age of Easy Answers · Part 1 of 5

More Answers, But Is Learning Easier?

AI has made explanations easier to reach. Learning still asks something more of us. On the difference between receiving an answer, completing a task, and developing understanding—and why education remains essential.

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