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Dataset · Hugging Face

IgnatiusTheYounger/judgment-multiple-attribution

The Judgment Multiple: AI Attribution Longitudinal Study A longitudinal, dated record of whether generative AI search systems attribute a newly coined term to its originator, starting from a pre-publication baseline captured before the term's canonical page existed anywhere on the web. The term: The Judgment Multiple. A metric that expresses the return on human verification of AI-generated work, calculated as annualized exposure divided by the annualized cost of the human… See the full description on the dataset page: https://huggingface.co/datasets/IgnatiusTheYounger/judgment-multiple-attribu

Author / organizationIgnatiusTheYounger
License (as declared)cc-by-4.0
Downloads171 (as reported by Hugging Face)
Likes1
Created9 August 2026
Last updated at source9 August 2026
ai-governancegenerative-engine-optimizationgeoattributionevaluationhallucinationmeasurement
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