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Card: link WildAI (code and paper) and add its citation

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  1. README.md +14 -1
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@@ -98,7 +98,8 @@ The paraphrase keeps every item's role, order and content, and changes only the
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  ## How the corpus was built
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  - **Documents and labels.** Documents are English Common Crawl pages from the 2024, 2025 and 2026 crawls, drawn from
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- the WildAI corpus, which builds on FineWeb and annotates each page with a WebOrganizer format and topic and a
 
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  Pangram authorship prediction. We kept documents of at least 500 words, in eight long-form formats, that Pangram
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  labels as entirely human-written or entirely AI-generated. Documents Pangram labels as mixed or AI-assisted were left
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  out. The paper describes the construction in full.
@@ -172,3 +173,15 @@ with Google Gemini models.
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  url = {https://arxiv.org/abs/TBD}
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  }
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  ```
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## How the corpus was built
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  - **Documents and labels.** Documents are English Common Crawl pages from the 2024, 2025 and 2026 crawls, drawn from
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+ the [WildAI](https://github.com/pangramlabs/WildAI) corpus ([Russell et al., 2026](https://arxiv.org/abs/2609.40295)),
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+ which builds on FineWeb and annotates each page with a WebOrganizer format and topic and a
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  Pangram authorship prediction. We kept documents of at least 500 words, in eight long-form formats, that Pangram
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  labels as entirely human-written or entirely AI-generated. Documents Pangram labels as mixed or AI-assisted were left
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  out. The paper describes the construction in full.
 
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  url = {https://arxiv.org/abs/TBD}
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  }
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  ```
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+
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+ The documents come from WildAI; if you use them, please also cite:
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+
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+ ```bibtex
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+ @article{russell2026wildai,
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+ title = {How Much Is an AI Token Worth? Scaling Laws for Wild AI-Generated Web Text},
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+ author = {Russell, Jenna and Glickenhaus, Ben and Thai, Katherine and Wieting, John and Iyyer, Mohit and Spero, Max and Emi, Bradley},
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+ journal = {arXiv preprint arXiv:2609.40295},
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+ year = {2026},
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+ url = {https://arxiv.org/abs/2609.40295}
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+ }
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+ ```