How AI Fakes a Human in 5 Steps

A five-stage deepfake video pipeline is detailed: prompt refinement, reference image encoding, diffusion-based inference, post-processing, and audio-visual synchronization. The breakdown exposes how modern generative models achieve convincing synthetic human video. Security engineers, trust-and-safety teams, and media forensics researchers need this technical grounding to build effective detection countermeasures.