
AI & Education Research
Deep, well-cited analysis of AI detection, academic trust, and the evolving role of artificial intelligence in education.

Education
Technology
•05-08-2026•~9 min readThe Canvas Breach Should Change How Schools Buy Their Next AI Tool
ShinyHunters hit 9,000 schools and exposed years of student messages. The breach should reshape how every district vets its next AI vendor contract.

Technology
•08-15-2025•~7 min readFalse Positives and Academic Integrity: The Risk of Current AI Detection Tools
AI detectors can misfire—with lasting consequences for students, teachers, and schools. Here’s why false positives happen and how keystroke-based essay playback can help.
