A five-minute checklist for spotting deepfake videos
11/02/2026 — 11/02, 11:18·1 sources (all)·1 reports (all)
Key takeaways
- A checklist suggests slowing a video to inspect faces, mouth movements, and lighting, then grabbing clear frames and tracing the clip's earl…
- the check takes about five minutes and needs no special software.
Background & analysis
On 2026-11-02, DEV Community's AI section published a piece titled "How to spot a deepfake video: a five-minute practical checklist", laying out a verification routine that runs on an ordinary device. The advice is straightforward. First, slow the video down and look at the face, the mouth and the light. Then grab a screenshot of a clear frame and inspect it. Finally, trace where the clip first appeared. The article is careful about what it claims: no single sign proves a video is fake, but three or four of them together, combined with a source you cannot trace, amount to a strong warning. The whole routine takes about five minutes and requires no special software. The summary also notes that deepfake videos are no longer a lab curiosity, citing the Indian government's fact-checking unit, which has repeatedly flagged AI-generated material. Because only the summary is available, that reference ends mid-sentence and the details behind it cannot be verified. That is where the record stops. The material covers nothing beyond this single article, and there is no indication of who else has picked up the checklist, whether any organization has adopted it, or what has happened since.
AI-generated from 1 reports · updated 4 days ago
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Reports on this story headlines open the original
The checklist suggests slowing the video down and examining the face, mouth and lighting first, then taking a screenshot of a clear frame and tracing where the clip first appeared. No single sign proves a video is fake, but three or four together plus an untraceable source are a strong warning, and the whole check takes about five minutes with no special software.
DEV Community · AIAI score 57
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