Articles

A detector score is a probability, not evidence of intent. What a 1% false-positive rate means at institutional volume, and what a defensible integrity process looks like without…

Most institutional AI policies fail on the same three components: they set one rule for every assessment, they leave disclosure undefined, and they say nothing about burden of…

A pilot that cannot fail is not a pilot. Eleven steps with the owner and the artefact for each, sized to one academic term and one department.