Publications

White papers

Published: 12 March 2018

How to Prevent Discriminatory Outcomes in Machine Learning

License and Republishing

World Economic Forum reports may be republished in accordance with the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Public License, and in accordance with our Terms of Use.

Further reading All related content

A glimpse into the future of human rights

As we approach the 70th anniversary of the ratification of the Universal Declaration of Human Rights, where has progress been made, and what challenges remain?

Here’s how we teach machines to be fair

Evidence has shown that AI and machine learning can lead to systematic bias. As its creators, we have a responsibility to put controls in place