**Artifact detection**: Looking for subtle inconsistencies (lighting, reflections, lip sync, blinking patterns). First-generation deepfakes had obvious tells (blurring around face edges, inconsistent lighting), but modern generators have largely eliminated these. - **Forensic analysis**: Examining m