AI Content Detection
The three ways to spot AI-generated content: probability scores from detectors, platform likeness detection, and watermark provenance, plus what a false call costs.
Deciding whether text or an image came from a model has moved from editorial instinct to a first pass by tools. Zhuque runs text and image channels and returns a probability, while GPTZero and Copyleaks rely on corpora that lean English. YouTube widened likeness detection from creators to officials, and a match does not mean a takedown. Watermark provenance is the other route, but needs every stage to cooperate.
