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---
title-long: "Putting Machine Learning Data at the Center of AI Governance"
title-short: The Social Lives of ML Data
document-id: data
tags:
- privacy
- regulation
# abstract in text format
abstract: >
Data rights, valuation of data, and understanding of its social and commercial
dynamics, are at the heart of most of the issues facing AI governance. Our team
works on theoretical and practical data governance projects to support more inclusive
development and deployment of AI systems.
# introduction and sections in HTML format
introduction: >
<p>
Data rights, valuation of data, and understanding of its social and commercial
dynamics, are at the heart of most of the issues facing AI governance. Our team
works on theoretical and practical data governance projects to support more inclusive
development and deployment of AI systems.
</p>
sections:
- section-title: Practical Approaches to Data Governance for AI
section-text: >
<p>
Section text, HTML-formatted, TODO
</p>
- section-title: Studying the Social, Regulatory, and Economic Context of ML Data
section-text: >
<p>
Section text, HTML-formatted, TODO
</p>
resources:
- resource-name: BigScience Data Governance Paper
resource-url: https://arxiv.org/abs/2206.03216
- resource-name: The ROOTS Search Tool
resource-url: https://aclanthology.org/2023.acl-demo.29/
- resource-name: Data Tansparency Blog Post
resource-url: https://huggingface.co/blog/yjernite/data-transparency
- resource-name: EU Data Summary Template Blog Post
resource-url: https://huggingface.co/blog/yjernite/eu-data-template
contributions: >
Author wrote this document, TODO
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