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ARTICLE: How to Detect AI-Generated Images and Videos in Submissions
URL: https://omniscient.news/blog/detect-ai-generated-images-videos
Published: 2026-03-25
Updated: 2026-04-01
Category: Fact-Checking
Tags: deepfakes, synthetic media, AI images, image verification, media forensics
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AI-generated synthetic media is increasingly indistinguishable from real photography and video. Here is the detection toolkit for newsroom image verification.

AI-generated images from Midjourney, DALL-E 3, and Stable Diffusion have achieved photorealistic quality that fools human visual inspection in the majority of cases. AI video generation (Sora, Runway Gen-3) is advancing rapidly. Newsrooms need a systematic synthetic media detection workflow — not relying on visual inspection alone.

The Detection Toolkit (2026)

Reverse image search: Google Lens and TinEye — find the earliest appearance of the image and the claimed context. AI image detectors: Hive Moderation AI Detector, Illuminarty, and AI or Not — achieve 80–90% detection accuracy for major AI generators. C2PA metadata: Images from cameras or software with Content Credentials (Adobe Firefly, Leica, Nikon) contain cryptographic provenance. Artifact analysis: FotoForensics (ELA), Ghiro — detect manipulation artifacts invisible to the human eye. Human anatomy check: AI images still frequently distort hands, teeth, ears, and background text. A systematic anatomy check catches many AI images that pass detector tools.

Frequently Asked Questions

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