Quill Passed Its Detection Bar With 40 Features and No LLM
The detector that finally met my launch bar is a logistic regression over 40 handcrafted features. It flagged 0 of 100 fresh human essays and caught 150 of 150 AI essays on a preregistered, frozen benchmark. The interesting part is the two failed rounds that made it work.