A Tally of Framings Is Not a Census of Causes: What the AI Risk Repository's Human-Versus-AI Split Measures, Why Its Gap Closed From Seventeen Points to Four as the Corpus Grew, and the Attribution Rule a Causal Claim Would Need

APA

Mahendrakar, P. (2026). A Tally of Framings Is Not a Census of Causes: What the AI Risk Repository's Human-Versus-AI Split Measures, Why Its Gap Closed From Seventeen Points to Four as the Corpus Grew, and the Attribution Rule a Causal Claim Would Need [Preprint]. Life of Research. https://doi.org/10.5281/zenodo.23453036

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@misc{lor1172026,
  title        = {A Tally of Framings Is Not a Census of Causes: What the AI Risk Repository's Human-Versus-AI Split Measures, Why Its Gap Closed From Seventeen Points to Four as the Corpus Grew, and the Attribution Rule a Causal Claim Would Need},
  author       = {Pranay Mahendrakar},
  year         = {2026},
  publisher    = {Life of Research},
  doi          = {10.5281/zenodo.23453036},
  url          = {https://lifeofresearch.com/preprints/117},
  keywords     = {AI risk taxonomies, causal attribution, AI governance, content analysis, actual causation, responsibility, AI incidents, measurement validity},
  note         = {LOR-00117}
}

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