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AI FAIRNESS 
GLOBAL LIBRARY

Tools, guides, resources, metrics,

and methodologies to support institutions

transforming AI fairness principles into practice. 

"AI fairness needs to be addressed from various angles.

This space serves as an example of knowledge and tools produced by a diversity of minds during the collective journey of becoming a more just and fair society."

- Constanza Gómez Mont,

Coordinator of the Governance Working Group of the AI for Humanity GFC, WEF; Founder of C Minds.

The aim of the AI Fairness Global Library is to support institutions transform AI fairness principles to practice by helping organizations access tools and resources in a more agile way. This includes shedding light on existing guides, resources, metrics, and methodologies that have been developed in various regions. 

 

This is a collaborative project of the World Economic Forum Global Future Council on AI for Humanity with the support of the action-tank C Minds, and the input of various persons who helped identify key resources.  

Other Recommendations

Policy Report.png

A Holistic Guide to Approaching AI Fairness Education in Organizations

White paper by the 

World Economic Forum AI for Humanity Global Future Council

Regulation Paper

White paper by the 

World Economic Forum AI for Humanity Global Future Council

Comming soon

A Mãori lens on AI: how indigenous cultures can help keep us grounded 

Blog post by a member of 

the Global Future Council on Artificial Intelligence for Humanity

10 steps to educate your company on AI fairness

Blog post by a member of 

the Global Future Council on Artificial Intelligence for Humanity

Do you want to contribute?

 This is a live Global Library.

This publication was last updated in August 2022. If you have any resource on AI fairness that has not been published on this  Global Library and you would like for it to be considered, or if you are the creator of a resource published here, and would like to edit the information, please send us an email to info@cminds.co

Disclosures:

The material included in this site is not necessarily endorsed by the World Economic Forum, the Global Future Council on AI for Humanity, C Minds and/or other collaborators.

The readers and/or users of each resource must evaluate each tool for his/her specific intended purpose. This first interation includes only free and publicly available resources.

The intelectual property of all of the resources are owned by the creators of each individual resource.

This material may be shared, provided that it is clearly attributed to its creators. This material may not be used for commercial purposes.

Global Future Council on AI for Humanity,WEF with the support of C Minds

© 2020 - 2021  

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