The Economics of AI Training Data: A Research Agenda
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arXiv preprint
Abstract
Research agenda documenting AI training data deals from 2020 to 2025. Reveals persistent market fragmentation, five distinct pricing mechanisms (from per-unit licensing to commissioning), and that most deals exclude original creators from compensation. Found only 7 of 24 major deals compensate original creators.
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@article{oderinwale2025aitrainingeconomics,
title = {The Economics of AI Training Data: A Research Agenda},
author = {Hamidah Oderinwale and Anna Kazlauskas},
year = {2025},
journal = {arXiv preprint},
url = {https://arxiv.org/abs/2510.24990},
abstract = {Research agenda documenting AI training data deals from 2020 to 2025. Reveals persistent market fragmentation, five distinct pricing mechanisms (from per-unit licensing to commissioning), and that most deals exclude original creators from compensation. Found only 7 of 24 major deals compensate original creators.}
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