Key Takeaways

  • A fan-made browser skin flags Claude-generated text on AO3 by detecting a specific code artifact injected by the chatbot
  • The tool only catches direct copy-paste from Claude's interface — not other AI models, not edited output, not text routed through a text editor first
  • Communities have already launched public shaming campaigns against writers flagged by the detector
  • The detection method is technically sound for what it catches, but its deployment has sparked a witch hunt, not a solution