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Technologies that train models to autonomously support or function independently of direct human effort

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Coded Bias

Coded Bias follows M.I.T. Media Lab computer scientist Joy Buolamwini, along with data scientists, mathematicians, and watchdog groups from all over the world, as they fight to expose the discrimination within algorithms now prevalent across all spheres of daily life. 

Open for Good Alliance

Open for Good improves localized AI training data in Africa, Asia and beyond

The Online Hate Index

What if we could use rules, tests, and parameters to isolate hate speech? Can we identify and analyze elements like speaker intent, context, identity, tone, audience, or any number of indicators that transform words into meanings and change an innocuous statement into a verbal assault? Combating the proliferation of online hate speech and understanding its mechanics is a complex undertaking. We believe, however, that it can be done. And one way we are working to do so is by teaching machines to recognize hate.

Where in the World is AI? Responsible & Unethical AI Examples

Everyone is talking about AI, but how and where is it actually being used? We've mapped out interesting examples where AI has been harmful and where it's been helpful.

UnBias

UnBias aims to provide policy recommendations, ethical guidelines and a ‘fairness toolkit’ co-produced with young people and other stakeholders that will include educational materials and resources to support youth understanding about online environments as well as raise awareness among online providers about the concerns and rights of young internet users.

DocumentCloud

DocumentCloud runs every document you upload through Thomson Reuters OpenCalais, giving you access to extensive information about the people, places and organizations mentioned in each.

AI Ethics: Global Perspectives

GovLab NYU's Collection of Lectures on the Ethical implications of Data and Artificial Intelligence from Different Perspectives

Urban AI

Urban AI is a Think Tank that proposes ethical modes of governance and sustainable uses of urban AI.

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