detection of ai in writing

what it does: runs a transformer classification pipeline over token distributions and style entropy features to detect ai-generated prose vs human-written text.

inspiration: i wanted a measurable way to audit authenticity in writing-heavy workflows where llm-assisted content is becoming the default path.