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Practical guides for checking video sources, examining manipulation signals, and interpreting AI-related evidence without treating any single clue as proof.

Verification guides for the evidence you have

Begin with the closest task, then follow related methods when one check is not enough.

Deepfake Detection: How to Spot Fake Videos Fast

Video deepfake detection is the process of examining a video for evidence that a face, voice, identity, action, or scene has been synthetically generated or manipulated with artificial intelligence. The goal is not simply to notice that a clip “looks strange.” Good deepfake detection combines visual evidence, behavior across frames, audio-video consistency, technical signals, provenance, […]