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AI FAIRNESS 
GLOBAL LIBRARY

Tools, guides, resources, metrics,

and methodologies to support institutions

transforming AI fairness principles into practice. 

Timberly Williams

"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