•Encypher Team
The Machine-Readable Opt-Out Standard Publishers Are Missing
Machine-readable opt-outs are now the only valid AI training reservation. A German appellate ruling and EU enforcement confirm plain-text copyright notices protect nothing.
Encypher Blog
Authors of C2PA Section A.7 (Text Provenance)Authors of C2PA Section A.7 (Text Provenance): Building Infrastructure for the AI Content Economy.
Posts tagged with: AI Training Data
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•Encypher Team
AI Copyright Settlements Are Calculated on the Wrong Unit
AI copyright settlements pay per book while AI systems extract value per sentence. Without sentence-level provenance, every future settlement will underpay rightsholders.
•Encypher Team
How Robots.txt Fails Publishers: In-Content Rights Signals
Robots.txt has no legal standing as a rights reservation mechanism. A federal ruling, EU consultations, and empirical data show publishers need in-content credentials.
•Encypher Team
The RAG Copyright Trap: Why Retrieval Is Not Safe Harbor
RAG copyright liability exceeds training risk. The US Copyright Office, two federal rulings, and active litigation confirm retrieval creates fresh infringement at every query.