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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The Missing Purpose Problem
Teaching with AI Russell Pearson Teaching with AI Russell Pearson

The Missing Purpose Problem

If students don’t see the why, nothing else matters.

We spend a lot of time talking about AI, academic integrity, and “cheating.”

But there’s a more uncomfortable truth underneath it: When students don’t understand the purpose of what they’re doing…shortcut behavior isn’t laziness. It’s rational.

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