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A shift in mindset is necessary so that generative artificial intelligence can be used as a tool to produce graduates with the critical thinking skills that tech lacks and cannot duplicate reliably.

Don’t start with tools—start with real work. Host “AI Office Hours” where employees bring actual tasks and learn how to prompt, evaluate and refine AI outputs.

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The skills that students will need in an age of automation are precisely those that are eroded by inserting AI into the educational process.