# Unlocking Fair Use in the Generative AI Supply Chain: A Systematized Literature Review

arXiv: https://arxiv.org/abs/2408.00613 · HTML: https://mlsanity.com/paper/2408.00613/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 9 of its 24 references that are in the map.
- First posted on arXiv 1 Aug 2024.

## Builds on (most cited first, 9 of 9)

- [Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models](https://mlsanity.com/paper/2212.03860/) (2022)
- [Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models](https://mlsanity.com/paper/2302.04222/) (2023)
- [Talkin' 'Bout AI Generation: Copyright and the Generative-AI Supply Chain](https://mlsanity.com/paper/2309.08133/) (2023)
- [The Prompt Artists](https://mlsanity.com/paper/2303.12253/) (2023)
- ["An Adapt-or-Die Type of Situation": Perception, Adoption, and Use of Text-To-Image-Generation AI by Game Industry Professionals](https://mlsanity.com/paper/2302.12601/) (2023)
- [Understanding Visual Arts Experiences of Blind People](https://mlsanity.com/paper/2301.12687/) (2023)
- [More Similar Values, More Trust? -- the Effect of Value Similarity on Trust in Human-Agent Interaction](https://mlsanity.com/paper/2105.09222/) (2021)
- [Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach](https://mlsanity.com/paper/2302.11843/) (2023)
- [Machine Learning Application Development: Practitioners' Insights](https://mlsanity.com/paper/2112.15277/) (2021)

## Abstract (arXiv)

Through a systematization of generative AI (GenAI) stakeholder goals and expectations, this work seeks to uncover what value different stakeholders see in their contributions to the GenAI supply line. This valuation enables us to understand whether fair use advocated by GenAI companies to train model progresses the copyright law objective of promoting science and arts. While assessing the validity and efficacy of the fair use argument, we uncover research gaps and potential avenues for future works for researchers and policymakers to address.