Written by Steven M. Baule, Ed.D., Ph.D. – March 12, 2026

Artificial intelligence is no longer approaching the classroom–it is already embedded in it.  Students are using generative tools to brainstorm, summarize, translate, draft, and revise. Attempts to construct “AI-proof” assignments through surveillance software or detection systems are proving unreliable, inconsistent, and often counterproductive. The more productive question for educators is not, “How do we prevent AI use?” but rather, “How do we design assessments that assume AI is present and still measure meaningful learning?”

For instructional leaders at all levels, this shift requires rethinking assessment design, policy language, and professional development. The AI-resistant classroom is a myth. The AI-ready classroom is a design challenge.