Discussion about this post

User's avatar
Dr. Dana Moreno's avatar

Good article. I especially want to emphasize the section on why schools need to ask better questions, because that is where much of the real challenge lies, and it may also help explain why AI companies are targeting teachers so directly.

Right now, AI in education is messy. Board policies and student handbooks often do not align with how students are already using AI or with how individual teachers want AI used (or not used) in their classrooms. Parents and families bring another set of views about AI and how their children should access it. As a result, educational leaders are spending significant time managing highly visible, learner-facing debates while, behind the scenes, teachers are quietly building their own AI-supported workflows.

From the perspective of AI companies, those teacher workflows may be a much safer entry point than trying to persuade parents that AI is appropriate for students while navigating all the political, ethical, and practical concerns that come with that conversation. It is a smart and pragmatic way into education when the front door is still covered in caution tape.

But free, teacher-oriented AI access also creates substantial risk for districts. I sighed when I saw the announcement about free Claude access for teachers, not because the product lacks value, but because individual educator access can quickly outpace district governance. Even where an educator product offers FERPA-related protections, teachers may still move student information or other confidential data outside approved systems. When the same tool is used on a work computer and a personal phone, the boundaries become even harder to manage.

Some districts are training educators on these issues. Others are still so focused on learner-facing policies that teacher adoption is happening faster than governance, professional learning, and technical controls can keep up.

This also creates a future change-management problem. Many districts will eventually standardize around one or two approved AI systems. Teachers who have already built workflows around a different platform are unlikely to welcome that disruption. Educator autonomy matters, but we are not yet in a place where a bring-your-own-AI approach is a safe or sustainable model for schools.

1 more comment...

No posts

Ready for more?