YouTube Just Made Every Creator a Deepfake Cop — Here's Why Investigators Should Be Nervous

YouTube's expanded deepfake detection tools transform synthetic media verification into a standard production requirement, shifting the burden of proof in digital investigations. This "democratization of detection" implies that platform likeness detection flags will become primary artifacts in legal and insurance disputes.