Artificial Intelligence & Equality Initiative

Can AI be deployed in ways that enhance equality, or will AI systems exacerbate structural inequalities and create new inequities?

The Artificial Intelligence & Equality Initiative (AIEI) is an innovative impact-oriented community of practice seeking to understand the innumerable ways in which AI impacts equality for better or worse. We work to empower ethics in AI so that it is deployed in a just, responsible, and inclusive manner.

The Artificial Intelligence & Equality Initiative seeks to:

Build

Build the foundation for an inclusive dialogue—an Agora—to probe issues related to the benefits, risks, tradeoffs, and tensions that AI fosters.

Nurture

Nurture an interdisciplinary, intergenerational community of practice to rapidly address urgent challenges in the uses of AI and other novel technologies.

Establish

Establish a forum for those in positions where they must make considered choices and decisions about the development and deployment of AI applications.

Forge

Forge transparent, cross-disciplinary, and inclusive conversations and guided inquiries.

Empower

Empower ethics as a tool for making thoughtful decisions about embedding AI systems and applications in the fabric of daily life.

Featured AIEI Podcasts, Events, & Articles

Insights from our Senior Fellows & Board of Advisors

MAY 3, 2022 Article

Why Democracy vs. Autocracy Misses the Point

APR 5, 2022 Podcast

AI & Collective Sense-Making Processes, with Katherine Milligan

In this "Artificial Intelligence & Equality" podcast Senior Fellow Anja Kaspersen and Katherine Milligan, director of the Collective Change Lab, explore what we can learn from ...

MAY 10, 2022 Podcast

Making Decisions When Values Conflict or Are Prioritized Differently, with Paul Root Wolpe

In this Artificial Intelligence & Equality podcast, Carnegie-Uehiro Fellow Wendell Wallach sits down with Emory University's Professor Paul Root Wolpe for a thought-provoking conversation about the ...

Wendell Wallach

Carnegie-Uehiro Fellow, Artificial Intelligence & Equality Initiative (AIEI); Yale Interdisciplinary Center for Bioethics

Anja Kaspersen

Carnegie Council Senior Fellow, Artificial Intelligence & Equality Initiative (AIEI)

Tom Philbeck

Carnegie Council Senior Fellow, Artificial Intelligence & Equality Initiative (AIEI); SWIFT Partners

Felicia Tam

Program Assistant, Carnegie Council

How does AI impact equality, for better or worse?

Structural inequality is the result of a broad array of political, economic, social, and cultural factors. The socio-technical systems that are the result of introducing innovations into this mix have become increasingly destabilizing. The sheer ubiquity and speed by which AI-based systems are permeating our lives is disruptive of countless industries and institutions. Growing monopolies of proprietary data have and continue to rapidly empower digital elites and new digital alliances. And yet the understanding of exactly how social and technical systems interact and how to govern them globally, regionally, or locally lags far behind. To complicate matters, some applications of AI may actually reduce inequality or enhance equality in discreet ways.

AIEI is working to unpack this difficult and highly transdisciplinary terrain to ensure that AI is developed and deployed in a just, responsible, and inclusive manner.

Read more.

Why are we failing at the ethics of AI?

The last few years have seen a proliferation of initiatives on ethics and AI. Whether formal or informal, led by companies, governments, and international and non-profit organizations, these initiatives have developed a plethora of principles and guidance to support the responsible use of AI systems and algorithmic technologies. Despite these efforts, few have managed to make any real impact in modulating the effects of AI.

Read more.

Latest Podcasts, Events, & Articles

L to R: David Roscoe, Bart Selman, Francesca Rossi, Stuart Russell, Wendell Wallach. CREDIT: Amanda Ghanooni

DEC 7, 2018 Podcast

Control and Responsible Innovation of Artificial Intelligence

Artificial Intelligence's potential for doing good and creating benefits is almost boundless, but equally there is a potential for doing great harm. This panel discusses ...

danah boyd. CREDIT: Billy Pickett

SEP 12, 2017 Podcast

The Risks and Rewards of Big Data, Algorithms, and Machine Learning, with danah boyd

How do we analyze vast swaths of data and who decides what to collect? For example, big data may help us cure cancer, but the ...

Detail from book cover

SEP 6, 2017 Podcast

The Driver in the Driverless Car with Vivek Wadhwa

What are the social and ethical implications of new technologies such as widespread automation and gene editing? These innovations are no longer in the realm ...

Detail from book cover

APR 17, 2017 Podcast

Megatech: Technology in 2050

In this insightful interview, "Economist" executive editor Daniel Franklin discusses driverless cars, gene-editing, artificial intelligence, and much more. Are we entering an "accelerando" stage of ...