DE-COP

Overview

Detection of copyrighted content via paraphrase-distinguishing probes. Forces the model to choose between original passages and high-quality paraphrases; preference for the original is statistically attributable to memorization.

Evidentiary posture

Method is peer-reviewed, has published error rates in the literature, and is reproducible from the chain-of-custody record. Eligible for Tier-A evidentiary packaging under the Daubert / FRE 702 framework. Admission in any specific case remains the court's determination.