Prompting Is a Form of Thinking

Prompting Is a Form of Thinking

Prompting is more than a technique for getting better AI responses. It requires students to define the problem, identify what they know, recognize what they still need, and decide what role AI should play. When students remain responsible for those decisions, prompting becomes a form of metacognition—and a way to learn alongside AI without handing over the thinking.

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AI Confidence vs. Accuracy
Teaching with AI Russell Pearson Teaching with AI Russell Pearson

AI Confidence vs. Accuracy

The danger isn’t that AI is wrong. It’s that it sounds right.

AI doesn’t just give answers, it gives confident answers. Clear. Structured. Fluent. Often faster and more polished than what most of us would produce on our own. And that’s exactly the problem.

From a cognitive psychology perspective, this isn’t surprising.

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