AI and automated decision making systems have become more prominent and ubiquitous in our lives and without much governance, transparency or accountability.  They are already used by governments, agencies and private companies for risk scoring on credit/loans, recruitment, housing, immigration, law enforcement, school admissions, health decisions, welfare / benefit eligibility - just to name a few. This site is updated on a regular basis. is a global repository of reference & research material for anyone interested in the current discussions on AI ethics and impact of AI on individuals and society.

In order to ensure that I respect the intellectual efforts, I will always provide the links to the material at its source.  I would like this to be a collaborative effort and continuously update and expand this project.  So if you would like to DIRECT ME TO A REFERENCE MATERIAL currently not here or if you would like to SHARE A CONCERN / SUGGESTION, please contact me

I am indebted to anyone who provides support to this project; or puts time, effort and resources for the same cause.  There are a handful of other professionals or organizations that keep inventories in with different focus. I added the ones I am aware under the Organizations pages. 

​Any and every kind of support is appreciated. 

This site is only possible thanks to financial support from donors like you. 100% of your donation goes into expanding and maintaining this repository.

Image by Alina Grubnyak

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