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#provenance

2 stories tagged provenance.

Abstract waterfall data art of AI detection coverage on AO3: starting from 100 percent of AI-assisted works, roughly 60 percent leaks away to models other than Claude and another 30 percent to text routed through Google Docs or Word, leaving about 10 percent detectable, shown with the headline figure 10 percent.

AO3 Claude detector is a narrow signal treated as a verdict

The AO3 Claude detector is a fan-made skin that catches one specific paste path from Claude into Archive of Our Own, and fandom communities are already treating its red screen as a verdict. The tool's false negative rate is enormous by design.

Lars Cornelissen · Jul 4, 2026

AI content labelling timeline showing the EU code process falling from 270 days before the deadline at the November 5, 2025 kickoff to 53 days at the June 10, 2026 final code and 0 days on August 2, 2026.

AI content labelling gives builders 47 days to move

AI content labelling becomes an EU product requirement on August 2, 2026. Audit chatbot, deepfake and public-interest text flows now.

Lars Cornelissen · Jun 16, 2026