The Deepfake Type Investigators Keep Missing — and Why It's About to Dominate Fraud

Detecting the next generation of facial manipulation For developers building computer vision and biometric verification pipelines, the term "deepfake" has become a dangerously broad abstraction. In the world of digital forensics and facial comparison, treating all synthetic media as a single category is a technical error that leads to catastrophic detection failure.