Understanding AI-generated content detection tools

This explainer video cuts through the marketing claims to give educators an honest, evidence-based assessment of AI-generated content detection tools.

The video explains how detection tools work at a technical level, what the current research says about their accuracy, and why false positive rates are a serious concern for students.

It covers the specific risks for students who write in English as an additional language, students with SEND, and other groups who are disproportionately flagged by these tools.

The video concludes with practical guidance on how schools should (and should not) use detection tools as part of a broader academic integrity strategy.