Why one-off AI training will not prepare teachers

School districts often rely on one-time workshops to introduce artificial intelligence to teachers. Research shows educators need continuous support from trusted peers to solve immediate instructional problems. This shifts professional development toward sustained coaching tied to daily lesson planning and assessment design.

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