Vestige Verum

By John James Marshall on AppTrack Ninja.

Identifying AI Stylometry

Most AI detection tools use another AI model to guess whether text was written by AI. Vestige Verum utilises a different approach. Instead of relying on a black-box classifier, Vestige uses Critical Discourse Analysis (CDA), stylometry, and deterministic mathematical scoring to examine how a document is constructed. It measures structural and linguistic patterns associated with modern language model outputs, including assertion density, hedging behaviour, passive framing, burden shifting, structural uniformity, and language patterns commonly associated with RLHF-trained systems. Every metric …

Categories: Utilities, Education

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