Provenance Shifts Trust, Not Detection

Hypothesis: signed provenance will improve source-sensitive trust more than synthetic-media detection. In blinded cross-cultural trials, compare trust decisions and classification accuracy under provenance, labels, and no signal. Reject the thesis if detection gains are equal or larger. The experiment separates knowing an asset’s history from guessing how it was made.