Education AI is moving from individual experimentation to district-level deployment. OpenAI's expansion of ChatGPT for Teachers matters because it shifts the question from whether teachers try AI to how institutions train, govern, and support that use at scale.
The opportunity is practical: lesson planning, feedback, differentiated materials, and administrative work can all consume teacher time. But school systems also need privacy controls, clear policies, and evidence that AI support improves learning instead of adding another layer of work.
Pagish will watch whether these deployments produce public lessons other schools can use. The strongest education AI story will not be adoption numbers alone; it will be proof that teachers trust the tool and students benefit from it.
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