4 min read
The Turnitin Score Isn't Evidence: What JCQ Guidance Actually Says
Quill·
NeuralClass Editorial
Showing articles tagged Assessment.
A federal lawsuit over a false AI-cheating flag is a warning UK schools should heed: JCQ guidance says a detection score alone is not proof, but many teachers still treat it as one.
AI grading and feedback tools promise to claw back hours from the paper pile — but not all of them deliver equally. This article breaks down where these tools genuinely help, where they fall short, and the specific pitfalls educators need to watch before trusting a machine with student assessment.
A Stanford review of more than 800 AI-in-education studies found that only a small share met strong causal standards. The message for schools is clear: promising classroom tools still need closer scrutiny, especially when vendors make broad claims about achievement, engagement, or critical thinking.