---
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