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Febian
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This guide stands on prior documentation efforts, which are worth reading in full: Wikipedia's [Signs of AI writing](https://en.wikipedia.org/wiki/Wikipedia:Signs_of_AI_writing); [impeccable.style/slop](https://impeccable.style/slop/), a 46-pattern generated-UI catalog with a CLI detector; the [925 Studios tell list](https://www.925studios.co/blog/ai-slop-design-tells); [solodesign.cc on design slop](https://solodesign.cc/blog/ai-design-slop-the-tells/) and its 50-rule detector; [Why Your AI Keeps Building the Same Purple Gradient Website](https://prg.sh/ramblings/Why-Your-AI-Keeps-Building-the-Same-Purple-Gradient-Website); the [Sailop state of the AI-generated web report](https://www.sailop.com/blog/ai-slop-2026-state-of-the-ai-generated-web); [shitfa.st](https://shitfa.st/), an archive of AI-written landing pages; the [GIJN reporter's guide to detecting AI content](https://gijn.org/resource/guide-detecting-ai-generated-content/); NN/g's [sparkle icon research](https://www.nngroup.com/articles/ai-sparkles-icon-problem/); and the [Patterns journal paper on generative convergence](https://www.cell.com/patterns/fulltext/S2666-3899(25)00299-5). Detailed per-claim sources live in [SOURCES.md](SOURCES.md).
## Maintainer
Compiled and maintained by [Febian](https://www.febian.com), an enterprise AI architect. This is a living document, not a personal essay: corrections, new tells, and status updates from anyone are welcome through [CONTRIBUTING.md](CONTRIBUTING.md).
## License
Text content: [CC BY-SA 4.0](LICENSE). Attribute this repository and share adaptations under the same terms.