⚠️ The detectors are probabilistic, were trained on specific image generators, and often disagree with each other. YouTube thumbnails are heavily edited (cut-outs, glow, text, saturated colors, compositing), so real photos can score high. A high score does not prove AI generation. Scores are a rough signal only.
| Thumbnail | Title | Date | Views | Likes | sdxl-detector % | AI-image-detector % | Avg AI % |
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Videos tab only, newest first (Shorts and live streams are on separate tabs and aren't included). YouTube data is read with no API key through a Cloudflare Pages Function. The models are Organika/sdxl-detector and umm-maybe/AI-image-detector. They run in your browser (ONNX Runtime Web, int8 weights, about 186 MB downloaded once and then cached). Browser scores usually land within a few points of a full-precision run, but can occasionally be off by about 20 points because of int8 weights and the browser’s image resizing.