We all reach for tools that save us time. But used incorrectly, AI saves us time at the expense of thoughtfulness. If you had chatGPT write all your emails and a meeting bot write all your notes, you would get your work done faster, but you’d be doing a terrible job.

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The issue is that in order to learn to think critically, problem-solve, understand abstract concepts, reason through novel problems, and evaluate the AI’s output, we need subject matter expertise. An expert educator, with knowledge of their students and classroom, and with pedagogical content knowledge, can evaluate an AI-written syllabus or an

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I want to see more tools and fewer operated machines - we should be embracing our humanity instead of blindly improving efficiency. And that involves using our new AI technology in more deft ways than generating more content for humans to evaluate. I believe the real game changers are going to have very little to do with plain content generation.

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