How Teachers Can Spot and Respond to AI-Assisted Student Work

How Teachers Can Spot and Respond to AI-Assisted Student Work is a practical guide for educators navigating one of today’s most difficult classroom challenges: figuring out when artificial intelligence may have been used in student work—and deciding what to do next.

Rather than relying on unreliable “AI detection” tools or jumping straight to accusations, this guide shows teachers how to look for meaningful clues, compare work with a student’s usual performance, ask productive questions, document concerns, and respond fairly. It also explains the limits of AI detectors, common signs of AI-assisted writing, appropriate classroom policies, and ways to distinguish acceptable AI support from misuse.

Designed for busy teachers, this book focuses on realistic, calm, and defensible approaches that protect academic integrity without treating every polished assignment as suspicious. It is especially useful for middle school, high school, college, and other educators developing practical policies for an AI-enabled classroom.