Perspective Shift

A warm professional-learning workspace with a chalkboard listing teacher-centered AI training principles, an open notebook, books, coffee mug, plant, and the title “Beyond the AI Webinar: What Real Professional Learning Should Look Like.”

AI, Teachers, and the Human Work of Schools — Part 3

In the first post of this series, I wrote about expectation creep — the way artificial intelligence is entering public schools as one more responsibility teachers are expected to absorb without enough time, training, or support.   In the second, I argued that AI should support teacher judgment, not replace it. The teacher must remain […]

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The New Expectation Creep: When AI Becomes One More Thing Teachers Are Supposed to Figure Out

AI, Teachers, and the Human Work of Schools — Part 1 Artificial intelligence is arriving in public schools with the speed of a mandate and the support structure of a suggestion.   Teachers are hearing that AI may transform learning, save time, personalize instruction, streamline planning, improve feedback, and prepare students for a future already

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