What the Evidence Says About AI Detection Accuracy

Newton reviews peer-reviewed accuracy data behind a detection tool alongside firsthand accounts from instructors using it. If you sit on a committee weighing detection software, this is a rare evidence-based look at real accuracy and transparency practice rather than marketing claims.

Task

Admin & the inbox

Time

10 min

Level

intermediate

Cost

Free — Nothing to pay. A free account at most.

Tools

None in particular

Published

2025-08-12

Voice

Derek Newton — The best running log of actual AI-cheating incidents, detection research, and institutional responses across US higher education.